Myml_journey.md

My ML Journey

Shree Ganeshai Namah

Shlokas

Shree Ganesh Shree Krishna

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At First i started with Krish Niaks ML crash course,
But is was bit High Level So, Dropped it, as it was a bit advance 😅😅

Then in sem 4 i started with ML maths with JOSH STARMER, it was good.
He wonderfully taught maths required to understand ML algorithms.

So what i did was:

• Learned the Maths for a particular Algo
• Then i implement that algorithm in python, some with sklearn and some with from scratch implementation

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• ML RoadMap
• Full Stack Datascientist RoadMap
• ML articles
• ML Glossary

My Learning Partners:

• Bard
• ChatGpt
• ChatPDF
• Daniel Bourke's Github
• DataCamp😍: An amazing platform, it's super amazing, unlike Udemy with video lectures you get handson exercise during the course, Guided and Unguided Project. But it is paid 😑... Wait We can get it's Free 3 months Premium Access using Github student's developer pack

Link to Playlist Maths for ML

After finishing this algorithms, i started with Deep learning,
but before starting with what it actually is i just looked for an overview at 3Blue 1 Brown Youtube Channel.
it was good, like it make you visualize what this thing is all about.

DataCamp

Made With ML: Learn About ML and related things, it provide you with resources

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Some Useful Resource Link That i Found

Neural Network Resource Github	NLP Papers	Andrew NG	Andrew NG Standford	IIT ML
NN Notes	Code Samples for DL and Neural Nets	Code Basics Datascience course	5 min Engineering ML course	Andrew NG's Course
3Blue 1Brown (Maths & Neural Nets)	MNIST DB for Handwritten Digits (useful for Neural Nets)	Test Your Skills	Python Cheat Sheets	ML Book

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After Completion Of ML algorithms

Link to it 3 Blue 1 Brown

Deep Reinforcement Learning Nick

Google Deep Mind

NLP Code Basics	Speech and NLP Book	NLP Krish Naik	100 days of ML	100 days of DL	CampusX NLP
Legend of NN Andrej Karpathy	Karpathy Blogs	Krish Naik DL playlist	Krish Naik DL Crash Course	Code Basics DL with tensor flow keras and python	NLPcs124
How to keep up with AI/ML as beginner	3 DL Projects	Develop and Deploy Model

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Got a End-To-End ML Pipeline Deployment Task

Link to what i was reading and watching for it:

MLOPS What is devops Microsoft Production Pipeline tutorial Microsoft Devops Github Labs Microsoft Source Control System Github Actions with ML Microsoft Module 7 Microsoft Modules 6 Microsoft Modules 5 Microsoft Modules Azure Devops

Good articles Azure Devops For Data Science Project Azure Devops Labs Azuredevops Youtube MLOps AWS Twitter sentiments analysis