Machine Learning Roadmap Using Python

Machine Learning Roadmap Using Python

If you are into the programming world, you can not deny the fact the ML is the hottest term in the market right now. And entering the world of Machine Learning can be a bit confusing. So here’s a Roadmap for Machine Learning using Python.

Also, Python is No.1 in our Top 5 Programming Languages article. Go check it out

Machine Learning Roadmap using Python

Step 1 : Learn Python

So you need to learn Python to enter the world of Machine Learning. The language is quite easy but still becoming an expert at it will take its time. Get familiar with the syntax and OOPS in Python and you will be ready for the next step.

Step 2 : Learn Data Structures in Python

To become a master in a particular language it’s necessary to learn the basic Data Structures of that language. In Python, you should learn basic Data Structures like Lists, Dictionaries, and Tuples and also learn how to iterate over these Data Structures. You can visit GeekForGeeks for learning more about Data Structures in Python

Step 3 : Learn Some Python Packages

Then comes the learning of some popular packages in Python and some of them are Numpy, Pandas, Matplotlib, Scikit, etc. These packages become very useful further in the course for Machine Learning.

Step 4 : Learn Basic Statistics, Linear Algebra and Probability

Now you will be doing Linear Algebra using Numpy, Plotting, and Statistics using Matplotlib so it’s good to get acquainted with some Basic Mathematics and I hope you all must have studied these topics in your High School.

Step 5 : Start with Machine Learning

Now, this is where the tough work begins. Now you’re ready for Machine Learning but it will be tough. Build your own Machine Learning models and train them to solve various problems and don’t stop here learn various new packages and algorithms for Machine Learning.

Happy Machine Learning

So this was our Machine Learning Roadmap using Python

About the author

Jaskaran Bhatia

Hi, I am a Software Developer and also an aspiring blogger with an obsession for all things related to coding and this blog will help you fall in love with programming.

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