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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 last a 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, then you have come to the right place. In this article, I am going to share some of the best online courses you can take to become a data scientist 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.
Best Online Courses to Learn Data Science for Beginners
Earlier I have shared the best data science books and best machine learning books and here is my list of the top online courses you can take to learn data science and machine learning and become a data scientist.
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:
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!
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.
3. Careers in Data Science A-Z:
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.
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.
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 learned and move one extra step forward.
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 language 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.
6. 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.
That's all about some of the best courses to become a data scientist. 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:
- 5 Big Data and Apache Spark Courses for Java Developers
- 5 Spring Microservice Courses for Java Developers
- 5 Courses That Can Help You Become a Scrum Master\ 5 Courses to Learn Python in 2018
- 5 React Native Courses for JavaScript Developers
- 5 Free Courses to Learn Spring Boot and Spring MVC
- 10 Free Docker Courses for Java Developers to Learn DevOps
- 5 Free Jenkins and Maven Courses for Java Developers
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.
Top comments (2)
A little bit of shameless self promotion, but people have really been enjoying the data science and machine learning courses we have on Next Tech as well!
The top 3 currently are:
All of these courses include a live coding environment directly inside your browser, so you can easily try what you're learning. Each lesson looks something like this:
If you end up trying them, I'd love to hear what you think!
Thanks for sharing @saul , I'll take a look.