Tuesday, December 24, 2019

Top 10 Data Science Courses and Certification to Learn in 2020 (Python and R) - Best of Lot

Hello guys, Data Science, Machine Learning, Deep Learning, and Artificial intelligence are really hot at this moment and offering a lucrative career to programmers with high pay and exciting work. It's an excellent opportunity for programmers who are willing to learn these new skills and upgrade themselves. It's also important from the job perspective because Robots and chatbots are getting smarter day by day, thanks to these technologies, and most likely will take over some of the jobs which many programmers do today. Hence, it's essential for software engineers and developers to upgrade themselves with these skills. Programmers with these skills are also commanding significantly higher salaries as data science is revolutionizing the world around us.

The Machine learning specialist is also one of the top paid technical jobs in the world. However, most developers and IT professionals are yet to learn this valuable set of skills.

For those, who don't know what a Data Science, Machine learning, or Deep learning is, they are very related terms with all pointing towards machine doing jobs which is only possible for humans till date and analyzing the huge set of data collected by a modern-day application
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Data Science, in particular, is a combination of concepts such as machine learning, visualization, data mining, programming, data mugging, etc.

If you have some programming experience, then you can learn Python or R to make your carer as a Data Scientist. There are a lot of popular scientific Python libraries such as Numpy, Scipy, Scikit-learn, Pandas, which is used by Data Scientist for analyzing data.

To be honest with you, I am also entirely new to Data Science and Machine learning world, but I have been spending some time from last year to understand this field and have done some research in terms of the best resources to learn machine learning, data science, etc.

I am sharing all those resources in a series of blog posts like this. Earlier, I have shared some courses to learn TensorFlow, one of the most popular machine learning library, and today, I'll share some more to learn these technologies. These are a combination of both free and paid resources, which will help you to understand key data science concepts and become a Data Scientist.




10 Useful Data Science Courses for Programmers

Here is my list of some of the best courses to learn Data Science, Machine learning, and deep learning. As I said, Data Science and machine knowledge work very close together; hence some of these courses also cover machine learning.

Both Python and R are an excellent language for Data Analysis and have useful APIs and library; hence I have included courses in both Python and R, you can choose the one you like.

I personally like Python because of its versatile usage, it's the next best in my list of language after Java. I am already using it for writing scripts and other web stuff, so it was a natural choice for me. It has also got some excellent libraries like Sci-kit Learn and TensorFlow.

Data Science is also a combination of many skills, e.g. visualization, data cleaning, data mining, etc. and these courses provide a good overview of all these concepts and also present a lot of useful tools that can help you in the real world.



1. Machine Learning A-Z: Hands-On Python and R - In Data Science

This is probably the best hands-on course on Data Science and machine learning online. In this course, you will learn to create Machine Learning Algorithms in Python and R from two Data Science experts.

This is an excellent course for students and programmers who want to make a career in Data Science and also Data Analysts who want to level up in machine learning.

It's also useful for any intermediate-level programmers who know the basics of machine learning, including the classical algorithms like linear regression or logistic regression, but who want to learn more about it and explore all the different fields of Machine Learning.

Data Science, Machine Learning, and Deep Learning - 10 Courses to Master them and become a Data Scientist




2. 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.

best course to learn data science in pluralsight




3. Harvard Data Science Course

The course is a combination of various data science concepts such as machine learning, visualization, data mining, programming, data mugging, etc.

You will be using popular scientific Python libraries such as Numpy, Scipy, Scikit-learn, Pandas throughout the course.

I suggest you complete the machine learning course on course before taking this course, as machine learning concepts such as PCA (dimensionality reduction), k-means, and logistic regression are not covered in depth.

But remember, you have to invest a lot of time to complete this course, especially the homework exercises are very challenging.

In short, if you are looking for an online course in data science(using Python), there is no better course than Harvard's CS 109. You need some background in programming and knowledge of statistics to complete this course.






4. Want to be a Data Scientist? (FREE)

This is a great introductory course on what Data scientists do and how you can become a data science professional. It's also free, and you can get it on Udemy.

If you have just heard about Data Science and excited about it but don't know what it really means, then this is the course you should attend first.

It's a small course but packed with big punches. You will understand what Data Science is? Appreciate the work Data Scientists do on a daily basis and differentiate the various roles in Data Science and the skills needed to perform them.

You will also learn about the challenges Data Scientists face. In short, this course will give you all the knowledge to make a decision on whether Data Science is the right path for you or not.

how to become a Data Scientist




5. Intro to Data Science by Udacity

This is another excellent introductory course on Data science, which is available for free on Udacity, another popular online course website.

In this course, you will learn about essential Data science concepts, like Data Manipulation, Data Analysis with Statistics and Machine Learning, Data Communication with Information Visualization, and Data at Scale while working with Big Data.

This is a free course, and it's also the first step towards a new career with the Data Analyst Nanodegree Program offered by Udacity.

best course to learn data science from scratch





6. Data Science Certification Training - R Programming

This is another excellent course to learn Data Science with R and get a certification. In this course, you will not only learn R programming language but also get some hands-on experience with statistical modeling techniques.

The course has real-world examples of how analytics have been used to significantly improve a business or industry.

If you are interested in learning some practical analytic methods that don't require a ton of maths background to understand, this is the course for you.

Best Data Science Certification Training course with R





7. Intro To Data Science Course by Coursera

This course provides a broad introduction to various concepts of data science. The first programming exercise, "Twitter Sentiment Analysis in Python," is both fun and challenging, where you analyze tons of twitter messages to find out the sentiments, e.g. negative, positive, etc.

The course assumes that you know statistics, Python, and SQL.

Btw, It's not so suitable for beginners, especially if you don't know Python and SQL, but if you do and have a basic understanding of Data Science, then this is a great course.






8. Python for Data Science and Machine Learning Bootcamp

There is no doubt that Python is probably the best language, apart from R for Data Analysis, and that's why it's hugely popular among Data Scientists.

This course will teach you how to use all important Python scientific and machine learning libraries TensorFlow, NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, and many more libraries which I have explained earlier in my list of useful machine learning libraries.

It's a very comprehensive course, and you will how to use the power of Python to analyze data, create beautiful visualizations, and use powerful machine learning algorithms!

best course to learn machine learning using Python





9. Data Science A-Z: Real-Life Data Science Exercises Included

This is another excellent hands-on course on Data Science from Udemy. It promises to teach you Data Science step by step through real Analytics examples. Data Mining, Modeling, Tableau Visualization, and more.

This course will give you so many practical exercises that the real world will seem like a piece of cake when you complete this course.

The homework exercises are also very thought-provoking and challenging. In short, If you love doing stuff, then this is a course for you.

best Practical course to learn Data Science





10. Data Science, Deep Learning and Machine Learning with Python

If you've got some programming or scripting experience, this course will teach you the techniques used by real data scientists and machine learning practitioners in the tech industry - and help you to become a data scientist.

The topics in this course come from an analysis of real requirements in data scientist job listings from the most prominent tech employers, which makes it even more special and useful.

best course to learn Deep Learning



That's all about some of the popular courses to learn about Data Science. As I said, there is a lot of demand for useful Data Analytics, and there are not many developers out there to fulfill that demand. It's an excellent chance for the programmer, especially those who have good knowledge of maths and statistics, to make a career in machine learning and data analytics. You will be awarded exciting work and incredible pay.


Other useful Data Science and Machine Learning resources
Top 8 Python Machine Learning Libraries
5 Free courses to learn R Programming for Machine learning
5 Free courses to learn Python in 2020
Top 5 Data Science and Machine Learning courses
Top 5 TensorFlow and Machine Learning Courses
10 Technologies Programmers Can Learn in 2020
Top 5 Courses to Learn Python Better
Top 5 Courses to learn Artificial Intelligence in 2020
Top 5 Courses to learn Data Visualization in 2020
How a Japanese cucumber farmer is using deep learning and TensorFlow


Thanks for reading this article so far. If you find these Data Science and Machine learning courses useful, then please share it with your friends and colleagues. If you have any questions or feedback, then please drop a note.

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