10 Best Data Science Courses and Certification to Learn Online in 2024
My favorite online resources to learn Data Science from scratch from popular websites like Udemy, Coursera, Pluralsight, CodeCademy, Educative, edX, etc.
Hello guys, how are you doing at this time? I hope you will be doing great and staying safe. You might have heard that many programmers are moving towards data science and machine learning hoping for better pay and career opportunities, and there is a reason for it.
The Data scientist has been ranked the number one job on Glassdoor for the last couple of years and the average salary of a data scientist is over $120,000 in the United States according to Indeed.
Data science is not only a rewarding career in terms of money but it also provides the opportunity for you to solve some of the world’s most interesting problems. IMHO, that’s the main motivation many good programmers are moving towards data science, machine learning, and artificial intelligence.
If you are in the same boat and thinking about becoming a data scientist in 2024, then you have come to the right place. Earlier, I have shared free Data Science courses and free Machine Learning courses for beginners.
And In this article, I am going to share some of the best Data Science and Machine Learning online courses from Udemy, Coursera, and Pluralsight you can take to become a data scientist in 2024 by learning about data science, machine learning, and artificial intelligence.
When it comes to programming languages and libraries, Python and R are clearly two leading programming languages in the areas of machine learning, data analytics, and artificial intelligence. Many exciting developments are happening in those languages and they already have some useful libraries to start with.
If you’ve got some programming or scripting experience, these courses will teach you the techniques used by real data scientists and machine learning practitioners in the tech industry and prepare you for a move into this hot and lucrative career path.
10 Best Data Science Courses and Certifications for Beginners in 2024
Here is my list of the top six online courses you can take to learn data science and machine learning and become a data scientist. These are my favorite and best Data Science and Machine Learning courses from websites like Udemy, Coursera, Datacamp, and Pluralsight.
These courses will provide you with valuable insights, advice, tips, and recommendations to take your data science career to the next level.
It rightly contains the courses on both Python and R, two of the most popular programming languages of data scientists.
1. Python for Data Science and Machine Learning Bootcamp -Udemy
Many of my friends and colleagues who have moved towards data science have chosen Python as their choice of language. One reason is that Python is probably the most popular language and offers everything.
They were already using Python for scripting and object-oriented programming and it’s easy to learn data science if you already know the language rather than learning a new language like R.
This is one of the best courses to master data science and machine learning python libraries.
You will learn how to use most of the popular Python machine learning and deep learning libraries like NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-learn, Meeshkan, TensorFlow, Keras, and more!
This course is designed for both beginners with some programming experience and experienced developers looking to make the jump to data science!
Here is the link to join this course — Python for Data Science and Machine Learning Bootcamp
It is comparable to other data science boot camps that usually cost thousands of dollars, but now, you can learn all that information at a fraction of the cost with just **$9.99 **if you’re lucky to get it during Udemy’s flash sale.
2. Data Science, Deep Learning, and Machine Learning With Python
This is one of the rare hands-on courses to learn the neural networks, artificial intelligence, and machine learning techniques that employers are seeking.
This course is designed by analyzing the real requirements in data scientist job listings from the biggest tech employers, which means it covers the machine learning and data mining techniques real employers are looking for.
Here is the link to join this course — Data Science, Deep Learning, and Machine Learning With Python
3. Careers in Data Science A-Z [Udemy Course]
If you have an interest in data analytics and machine learning and are wondering about how to become a top-level data scientist, then this is the right course for you.
In this course, you will not only learn the basic steps on how to become a data scientist but also real-world tips and tricks to take your data science career to the next level.
Here is the link to join this course — Careers in Data Science A-Z
4. Tableau 10 A-Z: Hands-On Tableau Training For Data Science!
Tableau is one of the popular tools among data scientists and that’s because there is a great demand for data scientists who know Tableau.
This course will teach you Tableau 10 for data science step-by-step. It contains real-life data analytics exercises and quizzes to give you first-hand experience with Tableau.
You’ll learn all of the features in Tableau that allow you to explore, experiment with, fix, prepare, and present data easily, quickly, and beautifully.
Here is the link to join this course — Tableau Training For Data Science!
5. R Programming A-Z: R For Data Science With Real Exercises!
R is another popular programming language for data science and this course provides a good overview of R from a data science perspective. There are lots of R courses and lectures out there.
However, R has a very steep learning curve and students often get overwhelmed.
This course is truly step-by-step. In every new tutorial, we build on what had already been learned and move one extra step forward.
Here is the link to join this course — R For Data Science With Real Exercises!
6. Data Science with R by Pluralsight
Data science is the practice of transforming data into knowledge, and R is one of the most popular programming languages used by data scientists.
In this course, you’ll learn first learn about the practice of data science, the R programming language, and how they can be used to transform data into actionable insight.
Next, you’ll learn how to transform and clean your data, create and interpret descriptive statistics, data visualizations, and statistical models.
Finally, you’ll learn how to handle Big Data, make predictions using machine learning algorithms, and deploy R to production.
Here is the link to join this course — Data Science with R by Pluralsight
By the way, you would need a Pluralsight membership to join this course which costs around $29 per month or $299 per year (14% discount). I highly recommend this subscription to all programmers as it provides instant access to more than 7000+ online courses to learn any tech skill. Alternatively, you can also use their 10-day-free-pass to watch this course for FREE.
7. Machine Learning by Andrew Ng
This is probably the most popular course to learn machine learning provided by Stanford University and Coursera, which also provides certification. You’ll be tested on each and every topic that you learn in this course, and based on the completion and the final score that you get, you’ll also be awarded the certificate.
This course is free but you need to pay for certificates if you want. Though, it does provide value to you as a developer and gives you a good understanding of the mathematics behind all the machine learning algorithms that you come up with.
I personally really like this one. Andrew Ng takes you through the course using Octave, which is a good tool to test your algorithm before making it go live on your project.
Here is the link to join this course —Machine Learning by Andrew Ng
By the way, if you find Coursera courses useful, which they are because they are created by reputed companies like Google, IBM, Amazon, and the best universities around the world, I suggest you join Coursera Plus, an annual subscription plan from Coursera.
This single subscription gives you unlimited access to their most popular courses, specialization, professional certificate, and guided projects.
8. Data Science for Beginners [MyDataCareer]
This is another fantastic course to learn Data Science from scratch. If you are thinking to start a career in Data Science then this course is for you. In this course, you will discover the types of problems, methods/techniques, and roles available in Data Science via examples and activities.
There is no pre-requisite, which means you can start even if you are hearing Data Science for the first time. The goal of ‘Data Science for Beginners’ is to get you acquainted with Data Science methodology, data science concepts, programming languages, etc.
It gives you a peak into how machine learning works, and finally shows you a data science tool like GitHub, which lets you collaborate with your colleagues.
Here is the link to join this course — Data Science for Beginners
9. Grokking Data Science [Educative Best Course]
This is another interesting course for people who wants to start with Data Science. This course differs from previous courses because it's a text-based, interactive course from Educative, a new online learning platform that allows you to run code right in your browser.
Here are things you will learn in this Data Science course:
- Python Fundamental libraries for data science
- Statistics Fundamentals for Data Science
- Machine Learning Fundamentals for Data Science
- How to solve an end-to-end Machine Learning Project
- How to get the highest paying Data Science job
No need to waste hours and hours browsing from one article to the next and piecing together the info you need to grasp important topics. Join this course now and learn the skills that can get you a $100K+ salary even if you bunked your statistics classes.
Here is the link to join this course — Grokking Data Science
10. Learn about Data Science with Codecademy
If you like interactive, short bursts of learning then you may know about Codecademy, one of my favorite websites for interactive learning. I have used this site in past to learn Python, JavaScript, and Bash and I really love their curriculum and platform.
Recently they have added a lot of existing courses, career paths, and skills paths on new technologies including Data Science and I must say that their Data Science library is one of the best in the world.
If you want to learn Data Science from zero to advanced, I highly recommend you to start with Codecademy. Their Beginner-friendly courses will teach you essential Data Science concepts, tools, and technologies in quick time.
Here is the link to join this course — Data Scientist Career Path
Btw, you would need a CodeCademy PRO to join this course. IT cost around $15.99 per month on a yearly plan and provides access to all the Codecademy content, courses, quizzes, and projects. You can use this to earn, practice &
apply job-ready skills.
11. Introduction to Data Science with Python on Datacamp
“Introduction to Data Science in Python” is tailor-made course for beginners to learn Data Science with Python in 2024. With a 4.6 rating from 168 reviews and a vast audience of 449,177 learners, this 4-hour program requires no prior coding experience, allowing participants to explore the power of Python for Data Science.
Through 13 videos and 44 exercises, the course introduces learners to basic Python syntax and essential Data Science modules like Matplotlib for charts and graphs, as well as pandas for tabular data analysis.
The course unfolds with a captivating narrative, solving the mystery of Bayes, the kidnapped Golden Retriever, using Python to analyze and visualize data. From understanding Python syntax to loading and examining tabular datasets with pandas, participants acquire hands-on experience in Data Science, thanks to Datacamp’s interactive and engaging platform.
They delve into plotting data with Matplotlib, creating line plots to analyze letter frequencies in a ransom note and handwriting samples. The final chapter introduces scatter plots, bar plots, and histograms, providing the tools to locate the kidnapper and rescue Bayes.
Here is the link to join this course — Introduction to Data Science with Python on Datacamp
By the way, you need a Datacamp plan to access this course. They have different plans like standard, professionals, and premium which allows access to all projects. I recommend the standard plan because it is right-priced and you get access to all the essentials to grow your data skills. They are also offering 50% discount now.
That’s all about some of the best courses to become a data scientist in 2024. As I said in the first paragraph, data science is a very lucrative career with lots of exciting opportunities to solve some of the most interesting problems in the world.
If you have a passion for data analytics and problem-solving and want to make a difference both in your career and the world, this is the right time to make your move.
I’ll write more about data science and machine learning for both Python and Java developers as my knowledge grows in these areas.
Many of my readers have asked about libraries, frameworks, and books in Java and Python for machine learning and that’s on my list of things to do this year. These online courses are a good point to starts with.
BTW, here are some other programming and development courses you may like to explore in 2024:
- 5 Courses to Learn Python in 2024
- 8 Projects You Can Build to become a Python Master
- 15 Free Python Courses for Beginners and Experienced programmers
- Top 5 Books to Learn Python Programming in 2024
- 8 Websites to Learn Python for FREE
- 8 Python Libraries Every Data Scientist should know
- Top 5 Courses to learn Tableau in 2024
- Top 5 Courses to learn Pandas and Python for Data Analysis
- Top 5 Books to learn Python for Data Science
Closing Notes
Thanks, You made it to the end of the article … Good luck with your Data Science and Machine learning journey! It’s certainly not going to be easy, but by following this roadmap and guide, you are one step closer to becoming a Data Scientist.
If you like these data science and machine learning courses, then please share with your friends and colleagues, and don’t forget to follow javinpaul on Twitter!
Also, please note that if you buy any course using links in this article then I’ll get paid with no additional cost to you, but you should only buy the course where you can connect to the instructor.
I suggest you check the preview of these courses before selecting one or two for you. Everyone has different tastes and even though these are the best courses, you need to select the one which is best for you.
