I discovered a fantastic GitHub repository called: Projects

This repository contains about 125 project ideas from beginner to intermediate level that anyone can solve in any programming language.

Link - https://t.co/Arl5fl1lQI

You are looking to get into Machine Learning? You most certainly can
Because I believe that if an above-average student like me was able to do it, you all certainly can as well

Here's how I went from knowing nothing about programming to someone working in Data Science👇

The path that I took wasn't the most optimal way to get a good grip on Machine Learning because...

when I started out, I knew nobody that worked or had knowledge of Data Science which made me try all sorts of different things that were not actually necessary.

I studied C programming as my first language during my freshman year in college. And before the start of my second year, I started learning python just because I knew C is not the way to go.
I learned it out of curiosity and I had no idea about Machine Learning at this point.

I did not learn python by courses but by books. I'll link all the resources at the end.
The approach I took was just to make the same kind of programs I made in C but just replacing the syntax with that of python and practised those.
Already knowing a language made it easier.

For Machine Learning, the first thing that I did was to join Andrew NG's course which really hit it off for me
I didn't have to have any idea about Machine Learning for the course. I completed that in almost a month and it gave me a good intuition of things and the flow of ML.

Wanna Learn Programming (Python, Java, Swift, and C++) for free?

Here are some of the best freely available online tutorials you can learn coding from. A Thread👇

Introduction into all of the core concepts in python. Course developed by @mike_dane

Python for beginners - (includes machine learning & web development projects). Course created and developed by Mosh

Advanced computer vision using Python. You will learn state of the art computer vision techniques by building five projects with libraries such as OpenCV and Mediapipe. Course created by Murtaza

C++ full basic Tutorial series by Cave of Programming

Do you want to learn AWS (or an experienced AWS dev) ?

Here's a list of Github repositories you should check out:

🧵👇🏻

1. Serverless:

Serverless Framework – Build web, mobile and IoT applications with serverless architectures using AWS Lambda, Azure Functions, Google CloudFunctions &

2. Localstack:

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps

3. data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data, matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command

4. awesome-kubernetes:

A curated list for awesome kubernetes

Six Blogs/Websites from which you can learn and stay updated about Python 🐍

Thread 🧵👇

1⃣ @realpython

The best site for Python. It helped me a lot personally in the learning process.

2⃣ Python Blogs

A dedicated platform for learners and professionals for

3⃣ @PythonPool

Python Pool is a platform where you can learn and become an expert in every aspect of Python programming language as well as in AI, ML, and Data

4⃣ Microsoft Dev Blog - Python

Read the latest updates about all things Python at