Yes
We chose the HarvardX CS50 Introduction to Computer Science class as our best overall online coding course. However, many other options exist with different benefits: Similar courses include MIT's edX course, Codecademy, Pluralsight, Khan Academy, and more.
Online coding courses are an excellent option for students to learn how to code at home, whether they're seeking introductory lessons or building additional skills with prior experience. Many even offer certifications upon completion, helping jumpstart the process to begin a career in coding.
App developers, graphics programmers, full stack developers, machine learning engineers, computer and information systems managers, and database developers are some of the most high-paying coding jobs.
Overall, the increasing demand for coders makes coding a high-paying skill. Senior specialists can earn six figures or more, while entry-level coders typically earn between $30,000 and $50,000 per year.
Our writers spent numerous hours researching the most popular online coding courses on the market. Before making their final recommendations, they considered nine different online coding courses overall, read user reviews (both positive and negative), and tested three of the online coding courses themselves to recommend high-quality options.
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Written by Kristen Scatton
Published: November 10, 2022
Most schools have rolling admissions and financial help so you can start your degree in a few weeks!
Free online courses can be a convenient way to learn new skills and brush up on existing ones. In some cases, they may even be a stepping stone to a professional credential or academic degree. Online courses have been especially useful during the COVID-19 pandemic, and they continue to be a great resource for distance learners who aren’t located near an academic institution that offers the course they’re interested in. Free online courses make it easy to access high-quality content from industry professionals without having to commit to a set schedule or pay university-level tuition. They’re also a good option for beginners, since many don’t have any formal prerequisites in order to enroll. You can simply sign up and get started right away!
Coursera – best language variety, futurelearn – best for stem courses, codecademy – best for coding courses, udacity – best for it courses, memrise – best for foreign language courses, udemy – best for business courses, how we chose the best free online course providers.
With so many companies offering free online courses, it can be hard to know which ones provide quality education. We evaluated over a dozen popular providers to find the best ones to suit the needs of a variety of students.
Our evaluation process included the following:
The programs that met the following four criteria earned a place on our list.
Many students seek out free online classes as a convenient way to access education without committing to a set schedule. We prioritized companies that make courses as flexible as possible with on-demand, self-paced lessons. Another factor we considered is the length of the courses a provider offers. The providers on our list offer free online courses that students can complete in a few weeks to a few months, which also helps students fit these courses into their busy schedules.
For most companies on our list, students need a paid subscription to access all features. This list highlights providers that offer the most to students at no charge. Accessibility also means being able to access the lessons and study materials themselves. That’s why we chose providers like Udemy that have Android and iPhone apps. We also reviewed tech specs to ensure students only need the basics in terms of hardware, software, and internet access to participate.
Even if they’re taking a free course, students still deserve quality educational content designed and delivered by knowledgeable instructors. Many providers, like EdX and Coursera, do this by giving students access to courses taught by faculty at world-renowned higher education institutions like Harvard, Oxford, and the Sorbonne. Others, like CodeAcademy, work with expert professionals in their respective fields to create high-quality courses that teach in-demand skills.
Word-of-mouth is often the best marketing tool, so we turned to student reviews on platforms like Google Review, Trustpilot, and Reddit to find out what actual users say about these free online course providers. We looked at whether students found their courses beneficial and engaging, their thoughts on user interfaces and other technical aspects, and their experiences interacting with faculty and representatives through the providers.
EdX’s mission is to increase access to high-quality education for all individuals, regardless of location or financial status. This non-profit supports that mission by aggregating courses from some of the world’s most renowned universities and allowing students to audit them free of charge. EdX is our pick for the best overall free online course provider because of its wealth of options, established reputation as a leader in online education, and connections to prestigious higher education institutions.
We chose edX as the best overall free online course provider in part because of the breadth of courses it offers – more than 3,000 courses in 31 subject areas.
EdX allows students to audit courses from some of the most prestigious universities in the U.S., Europe, Asia, and other places worldwide.
EdX’s free courses are offered through an audit track, which doesn’t include graded assignments or certificates of completion.
Once users create an edX account, they’re directed to a dashboard where they can easily access course registration and information.
What We Like
One of edX’s key strengths is its sheer volume and variety of courses. Students can choose from over 3700 free classes in subjects ranging from foreign languages to business administration and communications to arts and literature. Regardless of what topic students want to study, they’d do well to start with edX. It’s more than likely this online course provider will have the class they’re seeking.
Another aspect of edX that we like is that it draws its courses from the world’s best higher education institutions, including several Ivy League universities, Imperial College London, Kyoto University, and more. As such, classes are taught by instructors who are experts in their fields.
EdX’s platform is user-friendly and intuitive. It’s easy to create an account and instantly enroll in courses, which start on a rolling basis. Before enrolling, students can see the course level, what prerequisites, if any, are required, and the course’s learning objectives.
What We Didn’t Like
Like many providers on this list, edX put some classes and key features behind a paywall. Students who enroll in classes for free only get limited-time access to course materials and don’t receive any graded assignments or tests. If students want unlimited access to their course materials and a certificate of completion, they must upgrade to a paid plan. Fees for edX courses range from around $50-$150 per course.
What Students Are Saying
Users give edX a 4.5-star rating on the software review site G2 and a 3.4-star rating on Trustpilot . Satisfied users praise the service for providing affordable access to courses from top colleges around the globe. Many students say it’s helped them continue developing skills after completing degrees. Some criticisms include aggressive email marketing and required upgrades to access some materials.
Coursera seeks to bring the world’s best educational and job-training opportunities to students all over the globe. They partner with more than 275 universities and companies to give students access to free and paid courses that help them gain new knowledge and necessary skills for career advancement. As part of this mission to make education accessible worldwide, Coursera offers classes in dozens of different languages, which helped it earn a spot on our list.
Coursera makes it easy for students to search through its thousands of course offerings by subject matter, skill, level, and length.
Once students create a Coursera account, they can provide additional information about their work experience, educational background, and interests to get course recommendations.
Enrolling in a class with Coursera is as easy as clicking the “Enroll Now” button. Students get instant access to course materials and schedules.
The dashboard for Coursera’s classes includes a syllabus, course materials, and study schedule tools.
What We Like
Many free online course providers teach courses in a handful of common languages. Coursera, however, offers classes in 56 different languages, making their free online classes among the most accessible. When exploring course options, students can filter by a specific language to find a class that meets their communication needs.
Coursera aggregates courses from universities and companies located across 59 different countries on six continents. They partner with multinational companies like Google, Amazon, and IBM and internationally recognized schools like the University of Glasgow, the Hong Kong University of Science and Technology, and Tel Aviv University to offer an array of courses with global appeal.
Whether students are looking for courses in personal development, arts, humanities, business, or information technology, Coursera will likely have something that meets their needs. The account creation and course sign-up process are easy, and the platform helps students create learning goals and find appropriate courses.
What We Didn’t Like
As with other providers on our list, free will only get one so far with Coursera. The platform does offer full certificate and degree programs, but those are only available as paid options. This makes Coursera an ideal choice for students who want to explore a subject before committing the time and money to a fully paid program or learning a new skill without needing official documentation.
What Students Are Saying
Coursera’s rating is 4.5 stars on G2 and 2.9 stars on Trustpilot . There are also several Reddit threads in which users discuss the benefits and drawbacks of free and paid courses through Coursera. Students like that Coursera gives them access to a variety of courses from top universities, with many using the platform to learn new professional skills or enhance existing knowledge.
FutureLearn is a digital learning platform based on empowerment, transformation, experimentation, and shared purpose principles. They offer individual courses, microcredentials, and online degrees in a variety of popular subjects taught by industry experts and faculty from leading institutions around the world. We chose them as our pick for the best free online course provider for science, technology, engineering, and math courses for the breadth and quality of classes they offer in these areas.
Among FutureLearn’s many offerings are courses in multiple STEM-related areas, including physics, biology, data science, mathematics, and more.
FutureLearn’s STEM courses come from top universities, agencies, and companies around the world.
FutureLearn’s interface gives students a convenient place to organize their course recommendations, courses they want to take, and course completion certificates.
FutureLearn offers free classes in the form of their Short Course. As the name implies, these courses are meant to be brief and flexible, typically lasting about four weeks and requiring 2-3 hours of study time per week. Course content is delivered through a mix of short video lessons, reading assignments, and practice activities. Students also get access to discussion boards, where they can interact with instructors and other learners.
For students who are interested in STEM topics, either for personal edification or career advancement, FutureLearn has a robust catalog of free classes in areas like biology, earth science, statistics, engineering, economics, coding and programming, cybersecurity, and more. These courses are designed to give students a quick overview of a foundational or advanced skill or concept to help them develop their knowledge at their own pace.
FutureLearn’s educational partners include top universities and multinational corporations, guaranteeing students learn from experts in their fields.
For students who want in-depth knowledge of a particular subject, FutureLearn’s Short Course approach may not be sufficient. Additionally, enrolling in a FutureLearn course for free only gives students access to course materials for the class duration. To get unlimited access to course materials, students must buy a monthly subscription, which gives users access to an unlimited number of courses or pay a one-time fee for the individual course.
FutureLearn users give the platform a 4.8-star rating on Facebook Reviews , a 4.4-star rating on G2 , and a 2.8-star rating on Trustpilot . Positive reviews call out specific instructors as being particularly helpful and engaging. Others enjoy the variety of courses in in-demand areas the platform offers. Negative reviews express displeasure at having to pay for certificates of completion.
Coding is one of the 21st century’s most in-demand skills. Skillsoft, a leading software as a service company, created Codecademy to help students from all over the world get the necessary coding training they need to pursue careers in this fast-growing field. They earned a place on our list as the best free online course provider for coding by offering free and paid programs that teach popular coding languages and skills at all levels in a flexible, convenient format.
Codecademy offers a variety of free courses in coding languages like Python, SQL, C++, and more, at a variety of skill levels.
Before signing up, students can view the syllabi for Codecademy courses.
Codecademy’s lessons include reading assignments and hands-on practice. Students who upgrade to a paid subscription can also access quizzes and projects.
Codecademy’s student dashboard includes course information, goal setting, and workspaces where students can practice coding.
As its name implies, Codecademy’s classes focus specifically on computer programming languages and skills. They offer beginner and advanced courses in popular coding languages, including HTML, Java, Python, SQL, C++, and more. Codecademy’s catalog is easy to navigate and enables students to search courses by specific language, subject, and skill level to easily find what they’re looking for.
Codecademy’s lessons are delivered on-demand, so as soon as a student creates an account, they can enroll in a course and start coding. Course descriptions include a syllabus, the number of hours a course takes to complete, and whether there are any prerequisite skills students should have before enrolling. We like that Codecademy’s classes take anywhere from 1-30 hours to complete, making them convenient for busy students who might not have time to devote to studying. Skills are taught through reading assignments and hands-on practice, all within Codecademy’s platform.
Although there are resources like forums, cheat sheets, and hints, Codecademy’s free courses don’t include any live instruction or teacher interaction, which can make it hard to get help if students get stuck on a particular skill or concept. Students will also need to upgrade to Codecademy’s paid Pro plan if they want access to all class features, including graded assignments, experiential learning projects, and completion certificates.
Codecademy students give the platform a 4.6-star rating on Facebook Reviews and a 4.4-star rating on Trustpilot . Says one user, “I’ve been wanting to change careers for a few years now. With Codecademy, I feel like I’m learning relevant job skills. Plus, the training is done in a hands-on way that works well with the way I remember things.”
Stanford University instructors founded Udacity was founded to help connect students from all over the world with the skills they need to get jobs in the tech sector. Their free and paid courses focus on digital skills, including programming, cybersecurity, and artificial intelligence. Courses are presented by industry leaders, ensuring students are learning the most cutting-edge and desirable skills and earning them a place on our list as the best provider for free IT courses.
Udacity’s courses teach valuable skills in fast-growing tech fields, including cybersecurity, artificial intelligence, programming and development, and more.
Udacity partners with leading tech companies, like AWS, to teach skills that industry leaders seek.
Creating an account with Udacity is fast and simple and gives users access to hundreds of free and paid courses.
Regardless of which IT specialization a student is interested in, Udacity likely has a class available in that area. As a niche educational platform that focuses on information technology and related fields, Udacity’s catalog includes dozens of free courses in areas like app development, coding, AI, cybersecurity, data science, and more. We like that Udacity offers beginner, intermediate, and advanced classes, further expanding its reach to students at various stages of skill development.
Udacity delivers course content through on-demand videos designed and taught by industry experts from companies like GitHub, Microsoft, and Amazon Web Services. Students will apply their knowledge with practice exercises and assignments and monitor their progress with interactive quizzes.
We also like that the platform creates a customized experience for students by having them complete a short questionnaire when signing up. Based on a student’s answers, Udacity will recommend courses to help students meet their educational and career goals.
To access the full breadth of Udacity’s offerings, like their nanodegree programs that include certificates of completion, students will have to pay an enrollment fee. Udacity’s courses also tend to be longer than most other free online classes, with some lasting up to four months. While this isn’t necessarily a drawback, students should be aware of the time commitment they’re making when signing up for a Udacity course.
What Students Are Saying:
Udacity has a 4.9-star rating on Facebook Reviews , a 4.8-star rating on Trustpilot , and a 4.4-star rating on G2 . Students praise the platform as being easy to use and delivering quality content. As some users point out, the only drawback is that Udacity currently only offers courses in IT-related topics since the platform could benefit students in other areas.
Knowing multiple languages is a highly desirable skill in our increasingly interconnected global world. Memrise makes learning a foreign language easy and accessible with dozens of free lessons covering basic and advanced skills in popular languages like Spanish, Arabic, Korean, American Sign Language, and more. We recommend them as a valuable free platform for anyone looking to gain proficiency in a new language for work, travel, or personal fulfillment.
Memrise is an effective, convenient way for students to learn and improve their language skills with proven memorization and immersive techniques.
Memrise offers beginner and advanced courses in a variety of in-demand languages, including Arabic, Spanish, and Korean.
Memrise’s lessons are categorized by topic and situation, making it easy for students to learn words and phrases based on their specific needs.
A user-friendly interface and short video lessons help students review content and quickly test their knowledge.
Memrise is all about making the language learning process fun, which is evident from the moment you visit their website or mobile app, which is available for Android and iPhones. With bright colors, engaging design, and immersive lessons, Memrise takes the intimidation and dullness out of the prospect of learning a new language and makes it an accessible and enjoyable experience.
The platform focuses on learning conversation skills with short video clips that demonstrate key words and phrases in the language being taught. Videos start with the most common words and build up toward more advanced skills. Lessons are grouped into levels, so students with some foundational knowledge can skip ahead to coursework that meets them where they are.
Another aspect of Memrise we like is the wide range of languages students can access. Beyond common European, Asian, and African languages, Memrise also has lessons in classical languages like Latin and constructed languages like Klingon.
Memrise focuses more on conversational language skills and less on the grammar rules for individual languages, so this may not be the best resource for students looking to learn how to write in a foreign language. We would also like to see some improvement with the feedback in Memrise’s practice question sections, including a correct answer when an incorrect one is given, to help students understand where they’re making errors.
Memrise has 4.6 stars on both Facebook Reviews and G2 , while its rating on Trustpilot is 2.8 stars. Says one reviewer, “The best thing about Memrise is that it gives you multiple options to learn whichever language you need. The app is filled with exercises and tasks which will teach you new words every day. The app interface is also user-friendly and easy to understand.”
Udemy’s offerings are tailor-made for business professionals, which is why we chose them as our recommendation for free online business courses. Since its founding in 2010, Udemy has connected millions of students with life-changing educational opportunities teaching highly desirable skills in areas like management, sales, human resources, marketing, and more. Udemy’s free and paid online courses are designed to help students succeed as freelancers, business owners, creative professionals, and more.
Udemy offers a comprehensive array of business-specific courses, as well as many in related fields like finance, accounting, and marketing.
Udemy’s free lessons are a great resource for both practical skills and theoretical knowledge that can be useful in any career.
Courses are led by top-rated industry experts with years of professional and teaching experience.
As soon as students create a Udemy account, they can enroll in courses and enjoy recommendations based on their interests and career goals.
With 2300 free online courses in business-related areas like business analytics, project management, communication skills, and strategy, Udemy covers all the bases when it comes to the hard and soft skills students need to thrive in the business world.
We like that Udemy offers unique courses, like “How to Speak to Anyone and Be Fearless,” that focus on high-value transferable skills that are useful in just about any career. Most course content is delivered as video lectures led by industry leaders and experts who have carefully crafted their lessons to provide maximum value with a minimal time commitment. Other classes include hands-on practice like quizzes, practice tests, and exercises.
As a global platform, Udemy also offers content in a variety of languages, including Spanish, Portuguese, Arabic, Turkish, French, and more. They also have classes available at levels ranging from beginner to expert, so students can always find a course that meets them where they are.
While Udemy’s video lecture-focused content may work for some students, it might only match the learning styles of some students. Those who prefer hands-on learning may want to seek out a different platform that offers more opportunities for engagement. Like many other online educational platforms, Udemy keeps a number of courses behind a paywall, which may limit students’ access to the content they need.
Udemy’s rating is 4.5 stars on G2 and 2.4 stars on Trustpilot . According to users on G2, Udemy is a convenient platform that offers high-quality content. Says one user, “Udemy offers courses that are customized based on your skills and competencies, making it easy to search for courses that will help you grow your career.” However, some users report being dissatisfied with Udemy’s customer service and instructors.
Your education goals.
Why are you taking a free online course? Your answer will help you decide which provider and course are right for you. Free online courses generally don’t include completion certificates, college credit, or grades. They may also restrict access to certain features like quizzes or projects. If you’re taking a class for personal improvement, to explore a possible area of interest, or learn a new skill, this likely won’t matter. However, if you need documentation of course completion or are working towards a certificate, investing in a paid online course might be a better bet.
Free online courses are popular because they’re cheap, convenient, and accessible. However, online learning isn’t for everyone. Are you someone who prefers learning through personal interaction as opposed to watching video lectures or reading lessons? Can you hold yourself accountable to complete lessons, or will you get distracted quickly? Free online courses work best for self-motivated, focused students who can learn through lectures, reading assignments, and hands-on practice.
In most cases, a device and a stable internet connection is all you need to participate in a free online course. Most students use computers, but many providers also have mobile apps so students can access classes and coursework on mobile phones or tablets. Whatever device you use, make sure it can handle streaming video content, downloading assignments, and playing audio. You may also want to invest in noise-canceling headphones to eliminate distractions. Check your syllabus to confirm if there are any other specific tech needs for your course.
Free online courses can positively impact your career outlook in a variety of ways.
There are many factors to consider when contemplating a career change. Taking a free online course is an affordable, low-stakes way to explore a new field before committing to switching careers. You’ll get an idea of the work you’ll do and skills you’ll need for your new job. Also, if you need additional education, free online courses can give you a preview of what to expect if you return to school. All of this can help you make a more informed decision about your future.
In today’s rapidly shifting job markets, employees need to stay current on their skills and knowledge to be as marketable as possible. Workers who want to possess the qualities employers seek can take advantage of free online courses, which provide accessible upskilling or reskilling opportunities. This can mean taking courses in transferable skills like leadership, communication, or digital literacy, or learning hard skills in rapidly growing fields like data analysis, technology, marketing, and more.
According to Indeed.com , ambition, determination, and an eagerness to learn the qualities job candidates should exhibit. Participating in free online courses checks these, and other, boxes. By demonstrating your self-motivation and openness to new knowledge, you’re showing either potential employers that you’re right for the job or current employers that you deserve a raise or promotion. However, do keep in mind that some employers want to see a certificate of completion for online courses, which are typically only provided to paying students.
From getting professional support to finding new employment opportunities, the benefits of networking are plentiful and well-documented. Taking a free online course means you’ll have the opportunity to connect with people from a variety of different places and backgrounds — people you might not otherwise encounter. Although networking in an online course, like a MOOC, is different from in-person networking, peer reviews, discussion groups, and social media can help facilitate connections among students.
What is the differences between free and paid online courses.
One of the main appeals of a free online class is that it has no financial obligation. This makes education accessible to students no matter what their financial situation is. It also minimizes the risk for students who are testing out a new area of study or might need more time to finish the course.
However, there are a few key disadvantages to free courses that students should be aware of, as listed below. We recommend carefully reading all course information and fine print before registering to ensure you’re signing up for the course that best suits your needs.
No, free university online courses typically don’t include certificates. In most cases, if students want a certificate of completion, they have to pay for it. Online course providers usually clearly state that students must enroll in a paid course to receive a certificate. However, it’s also beneficial to read the fine print before to understand exactly what you’re getting. Most online course providers allow students to enroll in a course for free, then pay for the certificate when the course is complete. This can help minimize the financial risk for students if they’re unsure they’ll be able to finish the course.
Harvard University is one of the many institutions that offer free online courses through edX. Students can audit these courses for free. Auditing a course means students get access to all course materials, including videos, readings, and assignments, but won’t receive a grade, credit, or documentation of course completion. Students must pay for their Harvard course to fully participate and receive a completion certificate. Free Harvard online courses are worth it for students who are seeking an Ivy League-quality education experience but don’t need anything to verify that they finished the class.
Please visit their website for a complete list of all free courses offered by a specific provider. Below is a sampling of popular free courses from our top providers.
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Learn more about online degrees, their start dates, transferring credits, availability of financial aid, and more by contacting the universities below.
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The 10 Best Python Courses That are Worth Taking in 2024
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Python continues to reign supreme as the world’s most popular programming language , according to the TIOBE Index. This versatile and user-friendly language, named after beloved British comedy troupe Monty Python, has become an essential tool for developers, data scientists and tech enthusiasts alike.
Python’s simplicity and readability make the programming language an ideal choice for beginners, while its robust libraries and frameworks support advanced applications in web development, machine learning and data analysis. TechRepublic takes a look at the top 10 Python courses available in 2024 for developers with different experiences and goals.
When assessing online courses, we examined the reliability and popularity of the provider, the depth and variety of topics offered, the practicality of the information, the cost and the duration. The courses and certification programs vary considerably, so be sure to choose the option that is right for your goals and learning style.
SEE: Udemy Report: Which IT Skills Are Most in Demand in Q1 2024?
Course | |||
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Python Programming MOOC 2024 is a highly-regarded Python course suitable for complete beginners and run by the University of Helsinki. MOOC stands for Massive Online Open Course, so there are no limitations on the number of students who can use the resources throughout the year.
Course content is split into 14 sections of notes, each of which come with about 30 exercises to complete in-browser. This is a self-paced course, though there are exams put on by the University of Helsinki at set dates and times. It is free, but to do the exercises, you need to sign up for a MOOC account.
12 hour-long lectures with written notes and exercises. Those who have completed the course say it takes about two months overall.
Python for everybody specialization - university of michigan - coursera: best for aspiring data analysts.
Charles Russell Severance, a Clinical Professor at the University of Michigan School of Information — AKA “Dr Chuck” — is the instructor for Python for Everybody Specialization on Coursera. It covers basic programming principles, but in the Python language, setting up participants to be able to move onto other languages. It covers all the fundamentals as well as data structures, web scraping, databases and more. It ends with a Capstone project where participants can build a program that retrieves, processes and visualises data from the web with a JavaScript library.
$59 a month after a 7-day free trial.
10 hours a week for two months, but it can take up to eight months.
Dr Angela Yu’s 100 Days of Code: The Complete Python Pro Bootcamp is designed to turn beginners into proficient Python programmers over a manageable timespan. Dr. Yu is a leading bootcamp instructor and has been invited by companies such as Twitter, Facebook and Google to teach their employees. Her course helps its students to actually understand the code rather than just churn out simple exercises by providing a challenge with every new concept. Topics covered include automation, game, app and web development, data science and machine learning. Reviewers praise the pacing, Dr. Yu’s teaching and the diverse projects.
100 days at one hour a day, however, course content is available on-demand.
Engineering graduate and professional instructor Jose Portilla leads The Complete Python Bootcamp From Zero to Hero in Python, another top-rated Udemy course. Through a series of 100 lectures, the course starts by guiding learners through installing Python on their operating system before getting into the basics and using the language to manipulate emails, PDFs, Excel files, images and more. Along with lectures, learners have access to tests, exercises and three larger projects.
Full price is $189.99, though Udemy has weekly sales that see this reduced significantly.
22 hours of on-demand video lectures plus articles and exercises.
None. It does contain modules about advanced Python features that are suitable for programmers with basic experience.
If you’re not into video lectures and want to learn Python at your own pace through step-by-step exercises, then futurecoder may be the course for you. This has the fewest barriers to entry of all the courses, as no account is required to get started (but you can get one if you want to save your progress), and the whole thing takes place in-browser.
Standout features include the very gradual guidance provided with each exercise, rather than large hints or complete solutions. Answers are automatically graded, error messages are easily understandable and it provides debugging tools for extra understanding of what went wrong. futurecoder is 100% free and has no ads, and feels more like Duolingo for coding than a university-style course.
60 exercises, each of which take between 10-30 minutes to complete.
Automate the Boring Stuff, taught by software engineer and tech book author Al Sweigart, is best for learners who want to dive right into real-world applications of Python. It is perfect for office and administrative workers looking to improve their productivity by programmatically updating spreadsheets, parsing documents, sending email alerts and more.
While there are a few quizzes, the majority of the course is screen recordings with Sweigart’s voiceover and some downloadable scripts, so those looking for something more interactive may want to choose a different course.
Full price is $119.99; however, Udemy has weekly sales that see this reduced significantly.
Introduction to Computer Science and Programming Using Python is the first course on this list to require a basic knowledge of mathematics and programming. Run by MITx, the online learning arm of the Massachusetts Institute of Technology, the lecture series intends to teach students how to think computationally to prepare them for a career in software engineering. It includes lecture videos, exercises and problem sets using Python 3.5 and covers lots of different areas, like algorithms, testing and debugging and data structures.
$149 for full access to course materials and certification upon completion. However, limited access to course materials is provided for free, but you cannot take graded assignments or exams.
9 weeks, 14 – 16 hours a week.
High school algebra and a reasonable aptitude for mathematics are required. Students without a prior programming background will find there is a steep learning curve.
If you’re looking to initiate a career in data science, then an education from Harvard University is a great place to start. The Professional Certificate in Learning Python for Data Science, offered via edEx, consists of video lectures, programming exercises and quizzes.
Learners have access to the Python portion of the famous CS50: Introduction to Computer Science module, as well as others covering probability, data science and machine learning. While the material becomes in-depth like the other courses on this list, it does begin with teaching how to read and write Python code. It also includes applications of Python specific to data science, utilising libraries like numPy, matplotlip and Pandas.
6 months, three to six hours a week.
Google’s Advanced Data Analytics Professional Certificate expects some proficiency with data analytics prior to starting the course, though Python fundamentals are covered as appropriate for beginners. The series of five courses takes learners from language and data analysis basics into more advanced regression analysis and machine learning.
Specifically, it covers the manipulation of large data sets, using machine learning to find patterns in data, data visualisation, analytics tools — like Jupyter Notebook, Tableau and more. Projects are distributed throughout the course that can add to the learner’s portfolio of work, and there is a capstone at the end that combines all the lessons.
Six months at 10 hours a week.
Prior knowledge of foundational analytical principles, skills and tools. Some programming knowledge is also useful.
While certifications are somewhat controversial amongst developers, with some believing that experience is more valuable, pursuing a well-regarded accreditation is often a good way of ensuring you have comprehensive knowledge in an area. The Python Institute offers the most well-known set of Python certifications, which are aimed at four progressive levels: entry-level, associate, professional 1 and professional 2.
This free course from Cisco Networking Academy guides learners through the content of the first two levels and prepares them for the Certified Entry-Level Python Programmer Certification and Certified Associate Python Programmer Certification exams. Content is delivered through practice labs, interactive activities, videos and assessments.
Free, though there are fees associated with the exams that lead to formal certification. Currently, it costs $59 to take the PCEP exam once and $295 for the PCAP.
The short answer is it depends on your budget and what motivates you.
There is a wealth of free resources available through some of the courses listed here as well as in library books, on YouTube and elsewhere online that will enable a motivated student to get to grips with Python. Many developers insist it is possible to master programming without paying a penny by working on small projects like those on GitHub and learning on the go, which could be a good option for those on a budget. Alternatively, check out the free courses Python Programming MOOC 2024 and futurecoder.
However, the key to learning any new skill is to be persistent, and it can be difficult to remain motivated without a defined learning programme to follow, coursemates to connect with or a course fee at risk of going to waste. For individuals with a tendency to start projects but not finish them, an initial investment in a structured course may provide the motivation they need. Many paid courses also give direct access to qualified instructors who can provide tailored help that would otherwise not be available. Therefore, a paid course like 100 Days of Code may be worth it in the long run, as the fee provides motivation to continue progressing.
Python is widely regarded as one of the best programming languages for beginners for a number of reasons.
SEE: Top Python AI and Machine Learning Libraries
Every employer is different, and while some may be looking for specific skills that are proven by well-regarded certifications, others may be more interested in project work, collaboration and other experiences. Before embarking on a Python course to obtain a certificate, look at the requirements of vacancies that interest you.
Certifications are somewhat controversial in the developer community for a number of reasons. Many believe that the availability of free resources for learning means that paid certifications are financially exploitative. Programming languages and technologies also evolve quickly, so certifications can become outdated but remain advertised as worthwhile. Some courses focus more on teaching theoretical knowledge rather than how to solve real-world problems, and therefore the certification is not representative of programming ability.
On the other hand, the job market for junior developers is tight, with many career-changers looking for an entry-level role in tech, and AI tools taking on tasks normally given to less experienced employees. Therefore, it is important to differentiate your CV from others, and certifications in specific areas of software development can be a good way of doing so. A certificate can also provide motivation to push through to the end of a lengthy course of study.
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Introducing Apple Intelligence, the personal intelligence system that puts powerful generative models at the core of iPhone, iPad, and Mac
New Capabilities for Understanding and Creating Language
Image Playground Makes Communication and Self‑Expression Even More Fun
Genmoji Creation to Fit Any Moment
New Features in Photos Give Users More Control
Siri Enters a New Era
A New Standard for Privacy in AI
ChatGPT Gets Integrated Across Apple Platforms
Text of this article
June 10, 2024
PRESS RELEASE
Setting a new standard for privacy in AI, Apple Intelligence understands personal context to deliver intelligence that is helpful and relevant
CUPERTINO, CALIFORNIA Apple today introduced Apple Intelligence , the personal intelligence system for iPhone, iPad, and Mac that combines the power of generative models with personal context to deliver intelligence that’s incredibly useful and relevant. Apple Intelligence is deeply integrated into iOS 18, iPadOS 18, and macOS Sequoia. It harnesses the power of Apple silicon to understand and create language and images, take action across apps, and draw from personal context to simplify and accelerate everyday tasks. With Private Cloud Compute, Apple sets a new standard for privacy in AI, with the ability to flex and scale computational capacity between on-device processing and larger, server-based models that run on dedicated Apple silicon servers.
“We’re thrilled to introduce a new chapter in Apple innovation. Apple Intelligence will transform what users can do with our products — and what our products can do for our users,” said Tim Cook, Apple’s CEO. “Our unique approach combines generative AI with a user’s personal context to deliver truly helpful intelligence. And it can access that information in a completely private and secure way to help users do the things that matter most to them. This is AI as only Apple can deliver it, and we can’t wait for users to experience what it can do.”
Apple Intelligence unlocks new ways for users to enhance their writing and communicate more effectively. With brand-new systemwide Writing Tools built into iOS 18, iPadOS 18, and macOS Sequoia, users can rewrite, proofread, and summarize text nearly everywhere they write, including Mail, Notes, Pages, and third-party apps.
Whether tidying up class notes, ensuring a blog post reads just right, or making sure an email is perfectly crafted, Writing Tools help users feel more confident in their writing. With Rewrite, Apple Intelligence allows users to choose from different versions of what they have written, adjusting the tone to suit the audience and task at hand. From finessing a cover letter, to adding humor and creativity to a party invitation, Rewrite helps deliver the right words to meet the occasion. Proofread checks grammar, word choice, and sentence structure while also suggesting edits — along with explanations of the edits — that users can review or quickly accept. With Summarize, users can select text and have it recapped in the form of a digestible paragraph, bulleted key points, a table, or a list.
In Mail, staying on top of emails has never been easier. With Priority Messages, a new section at the top of the inbox shows the most urgent emails, like a same-day dinner invitation or boarding pass. Across a user’s inbox, instead of previewing the first few lines of each email, they can see summaries without needing to open a message. For long threads, users can view pertinent details with just a tap. Smart Reply provides suggestions for a quick response, and will identify questions in an email to ensure everything is answered.
Deep understanding of language also extends to Notifications. Priority Notifications appear at the top of the stack to surface what’s most important, and summaries help users scan long or stacked notifications to show key details right on the Lock Screen, such as when a group chat is particularly active. And to help users stay present in what they’re doing, Reduce Interruptions is a new Focus that surfaces only the notifications that might need immediate attention, like a text about an early pickup from daycare.
In the Notes and Phone apps, users can now record, transcribe, and summarize audio. When a recording is initiated while on a call, participants are automatically notified, and once the call ends, Apple Intelligence generates a summary to help recall key points.
Apple Intelligence powers exciting image creation capabilities to help users communicate and express themselves in new ways. With Image Playground, users can create fun images in seconds, choosing from three styles: Animation, Illustration, or Sketch. Image Playground is easy to use and built right into apps including Messages. It’s also available in a dedicated app, perfect for experimenting with different concepts and styles. All images are created on device, giving users the freedom to experiment with as many images as they want.
With Image Playground, users can choose from a range of concepts from categories like themes, costumes, accessories, and places; type a description to define an image; choose someone from their personal photo library to include in their image; and pick their favorite style.
With the Image Playground experience in Messages, users can quickly create fun images for their friends, and even see personalized suggested concepts related to their conversations. For example, if a user is messaging a group about going hiking, they’ll see suggested concepts related to their friends, their destination, and their activity, making image creation even faster and more relevant.
In Notes, users can access Image Playground through the new Image Wand in the Apple Pencil tool palette, making notes more visually engaging. Rough sketches can be turned into delightful images, and users can even select empty space to create an image using context from the surrounding area. Image Playground is also available in apps like Keynote, Freeform, and Pages, as well as in third-party apps that adopt the new Image Playground API.
Taking emoji to an entirely new level, users can create an original Genmoji to express themselves. By simply typing a description, their Genmoji appears, along with additional options. Users can even create Genmoji of friends and family based on their photos. Just like emoji, Genmoji can be added inline to messages, or shared as a sticker or reaction in a Tapback.
Searching for photos and videos becomes even more convenient with Apple Intelligence. Natural language can be used to search for specific photos, such as “Maya skateboarding in a tie-dye shirt,” or “Katie with stickers on her face.” Search in videos also becomes more powerful with the ability to find specific moments in clips so users can go right to the relevant segment. Additionally, the new Clean Up tool can identify and remove distracting objects in the background of a photo — without accidentally altering the subject.
With Memories, users can create the story they want to see by simply typing a description. Using language and image understanding, Apple Intelligence will pick out the best photos and videos based on the description, craft a storyline with chapters based on themes identified from the photos, and arrange them into a movie with its own narrative arc. Users will even get song suggestions to match their memory from Apple Music. As with all Apple Intelligence features, user photos and videos are kept private on device and are not shared with Apple or anyone else.
Powered by Apple Intelligence, Siri becomes more deeply integrated into the system experience. With richer language-understanding capabilities, Siri is more natural, more contextually relevant, and more personal, with the ability to simplify and accelerate everyday tasks. It can follow along if users stumble over words and maintain context from one request to the next. Additionally, users can type to Siri, and switch between text and voice to communicate with Siri in whatever way feels right for the moment. Siri also has a brand-new design with an elegant glowing light that wraps around the edge of the screen when Siri is active.
Siri can now give users device support everywhere they go, and answer thousands of questions about how to do something on iPhone, iPad, and Mac. Users can learn everything from how to schedule an email in the Mail app, to how to switch from Light to Dark Mode.
With onscreen awareness, Siri will be able to understand and take action with users’ content in more apps over time. For example, if a friend texts a user their new address in Messages, the receiver can say, “Add this address to his contact card.”
With Apple Intelligence, Siri will be able to take hundreds of new actions in and across Apple and third-party apps. For example, a user could say, “Bring up that article about cicadas from my Reading List,” or “Send the photos from the barbecue on Saturday to Malia,” and Siri will take care of it.
Siri will be able to deliver intelligence that’s tailored to the user and their on-device information. For example, a user can say, “Play that podcast that Jamie recommended,” and Siri will locate and play the episode, without the user having to remember whether it was mentioned in a text or an email. Or they could ask, “When is Mom’s flight landing?” and Siri will find the flight details and cross-reference them with real-time flight tracking to give an arrival time.
To be truly helpful, Apple Intelligence relies on understanding deep personal context while also protecting user privacy. A cornerstone of Apple Intelligence is on-device processing, and many of the models that power it run entirely on device. To run more complex requests that require more processing power, Private Cloud Compute extends the privacy and security of Apple devices into the cloud to unlock even more intelligence.
With Private Cloud Compute, Apple Intelligence can flex and scale its computational capacity and draw on larger, server-based models for more complex requests. These models run on servers powered by Apple silicon, providing a foundation that allows Apple to ensure that data is never retained or exposed.
Independent experts can inspect the code that runs on Apple silicon servers to verify privacy, and Private Cloud Compute cryptographically ensures that iPhone, iPad, and Mac do not talk to a server unless its software has been publicly logged for inspection. Apple Intelligence with Private Cloud Compute sets a new standard for privacy in AI, unlocking intelligence users can trust.
Apple is integrating ChatGPT access into experiences within iOS 18, iPadOS 18, and macOS Sequoia, allowing users to access its expertise — as well as its image- and document-understanding capabilities — without needing to jump between tools.
Siri can tap into ChatGPT’s expertise when helpful. Users are asked before any questions are sent to ChatGPT, along with any documents or photos, and Siri then presents the answer directly.
Additionally, ChatGPT will be available in Apple’s systemwide Writing Tools, which help users generate content for anything they are writing about. With Compose, users can also access ChatGPT image tools to generate images in a wide variety of styles to complement what they are writing.
Privacy protections are built in for users who access ChatGPT — their IP addresses are obscured, and OpenAI won’t store requests. ChatGPT’s data-use policies apply for users who choose to connect their account.
ChatGPT will come to iOS 18, iPadOS 18, and macOS Sequoia later this year, powered by GPT-4o. Users can access it for free without creating an account, and ChatGPT subscribers can connect their accounts and access paid features right from these experiences.
Availability
Apple Intelligence is free for users, and will be available in beta as part of iOS 18 , iPadOS 18 , and macOS Sequoia this fall in U.S. English. Some features, software platforms, and additional languages will come over the course of the next year. Apple Intelligence will be available on iPhone 15 Pro, iPhone 15 Pro Max, and iPad and Mac with M1 and later, with Siri and device language set to U.S. English. For more information, visit apple.com/apple-intelligence .
Cat Franklin
Jacqueline Roy
Apple Media Helpline
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Look for online courses in data base management (UC Berkeley extension is great for these type of industry valuable certifications). Projects often need someone to analyze and clean up data. Later you can use your certifications to transfer to a 4 year college or apply for another job.
A lot of the courses are good - look for trends in different reviews, like if many comments mention the same plus or drawback for the course. And TONS of courses go on sale like every 3 weeks. Never pay more than 15-20 bucks for a course and get a few about the same topics to fill in the gaps - but make sure you only do ONE course at a time.
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