How To Learn Python For Machine Learning (NumPy & Pandas Guide)

Python is an extremely popular programming language and it has a wide range of applications, most notably, it’s one of the most widely used languages within machine learning and data science. It’s also an extremely beginner friendly programming language so if you don’t have any experience with coding, this is the right language to start out with. Before beginning any project in machine learning and data science, it’s extremely important that one learns to program in Python and more specifically learns the libraries that are needed in machine learning; NumPy & Pandas.

Below are the links to the resources I discuss in the video:

NumPy:
NumPy absolute beginner guide:

Machine Learning Plus NumPy Tutorial:

Better Programming NumPy Visual Guide:

The Game Of Life with NumPy:

Stanford NumPy Tutorial:

Pandas:

10 minute guide to Pandas:

Intro to data structures with Pandas:

Pandas cookbook:

Pandas visual guide:

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[SALESENGLISH]

What a great speaker! Simple, clear, and no-nonsense. Keep it up!

[bilalzubair]

You always come up with so much useful and helpful content.

[pradeepjoshi]

We need more mentors like u, thanks for sharing your experience and guidance.

[beneston]

This video just came right on time, as I’m about to start python with machine learning in mind. It shows that Smitha was thinking about me 😁😁😁. Smitha thank you 🥰🥰🥰🤗🤗🤗

[patloeber]

Just found your channel. Very cool, keep it up! Maybe we can collab at some point :)

[amardeeprao]

Well as always, A very knowledgeable video and helped me a lot, well thanks to you and many other creators that help me make my machine learning journey as smooth as possible. A Big Thanks From

[alagappank]

Can we deploy a " python used ML model " by node js ?? Is it possible??..

[devismaze]

Hey Smitha, I'm from a tier 3 college where not-so-big companies come for placements. Can I still learn machine learning with a good career scope. I'm so interested in ML.

[Technology-of-You]

Im actually from ECE background. and Im interested in ML. will it be tough for me as i have no background in datascience? im in 7th sem now.. and my python skills are weak. how can i become proficient in python ? is jobs and salary in ML high?

[sadam_khan]

Please list a few beginners level ML projects.

[abhisekhchetry]

Madam, please help .I have already installed Python and Jupyter Notebook in my computer. Would I need to uninstall Python along its packages and Jupyter Notebook before installing Anaconda.

[sahilchaudhari]

Suggest Machine learning with pythonYouTube channels

[harshpatil]

I'm a beginner who don't no about python so can start machine learning without knowledge of python ?