Friday, October 18, 2019

Top 5 Data Science and Machine Learning Courses to Learn Online - Best of Lot

Many programmers and Computer Science graduates are moving towards Data Science and Machine learning hoping for better pay and career opportunity and there is a reason for it. Data Scientist and Machine Learning Specialist have 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 also it provides the opportunity 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 to become a Data Scientist or Machine Learning specialist 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 Data science, Machine learning, Deep Learning, and Artificial Intelligence.

When it comes to programming languages and library, 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 got 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.




5 Courses to learn Machine Learning and Data Science

Here is my list of top 5 online courses you can take to learn Data Science and machine learning and become a Data Scientist. These courses will provide you valuable insights, advice, tips, and recommendations to take your Data Science career to the next level.

 It contains the courses on both Python and R, two of the most popular programming languages of Data Scientists and Machine Learning specialists.



1.  Machine Learning by Andrew Ng (Coursera)
This is probably the best course to learn Machine learning on the internet. More than 2.2 million students have already taken this course and know it by name, which speaks volumes of its popularity and quality.

It's one of the best course to start on machine learning and probably the most recommended resource as well. I also strongly recommend this as a starting point for anyone wishing to be a Machine learning programmer or Data Scientist.

If you don't know Andrew Ng is CEO and founder of Landing AI and Co-founder of Coursera, one of the best online course portal. He is also Adjunct Professor of Stanford University and former Chief Scientist of Baidu and founding lead of Google Brain, one of the better-known example of machine learning Algorithms.

This course provides a broad introduction to machine learning, data science, and statistical pattern recognition. It covers both Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks) and Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning).

Top 5 Data Science and Machine Courses to Learn Online - Best of Lot


It also teaches you best practices in machine learning (bias/variance theory; innovation process in machine learning and AI).

The best part of the course is that it will also discuss many case studies and applications so that you'll also learn how to apply machine learning algorithms to building smart robots, text understanding like web search and anti-spam, computer vision, audio, database mining, and other areas.

In short, one of the best course to start with Machine learning. It's also free for learning but you won't get any certificate and may not be able to access certain quizzes and assessments.



2. Python for Data Science and Machine Learning Bootcamp
Many of my friends and colleagues who have moved towards Data Science has chosen Python as their choice of language. One reason for that is Python is probably the most popular language and offers everything.

They already using Python for scripting and object-oriented programming and it's easy to learn Data Science if you the language, rather than learning a new language like R.

This is one of the best course to master data science and machine learning python libraries. You will learn how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow, 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, in just $10.99 if you are lucky to get it during Udemy's flash sale.





3. Data Science, Deep Learning, & Machine Learning with Python
This is one of the rare hands-on courses to learn the neural network, artificial intelligence, and machine learning techniques 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.


best course to learn machine learning with Python





4. Tableau 10 A-Z: Hands-On Tableau Training For Data Science!
Tableau is one of the popular tools among data scientist and that's 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 of 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.


best course to become Data Scientist using Tableau





5. R Programming A-Z: R For Data Science With Real Exercises!
R is another popular programming language for Data Science and this course provide a good overview of R from 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.

best course to become Data Scientist using R language



That's all about some of the best courses to become a Data Scientist or Machine Learning Specialist. As I said in the first paragraph, Data Science is very lucrative careers with a very high package and lots of exciting opportunity 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 to the world than this is the right time to make your move.

I'll write more about Data Science and Machine learning for both Python and Java developer 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.

Btw, these online courses are a good point to starts with.


Other Machine Learning and Programming Courses you may like to explore

Thanks for reading this article so far. If you like these Data Science and Machine Learning Courses then please share with your friends and colleagues. If you have any questions, feedback or want to suggest some other courses to learn Data Science, please feel free to drop a note.


P. S. - If you are looking for some free courses to start your Machine learning journey then you can also check out the Gentle Introduction to Machine Learning Using SciKit-Learn for Programmers and Computer Science Students.

3 comments :

Unknown said...

why they are not giving free online courses what is benifit of using internate and this open source world where for learning also we need pay money on internate as a fresher I am not doing any job and I want learn new things if you people start selling your courses and any one learn with having less money.. requesting don't put all courses on udemy and edx ,upz,... it won't help fresher and or learner ....

Javin Paul said...

Hello @Unknown, there are also some free resources to learn machine learning, which I have shared on our Facebook group, https://www.facebook.com/groups/freeprogrammingresources/

I suggest you to join that group to keep yourself update whenever we publish a free course.

Happy Learning and All the best.

Javin Paul said...

Here is the link Free Programming Books and Courses

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