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