Books & Tutorials {apply first}

Deep Learning for Everyone: Fundamentals of Deep Learning in Plain English

A comprehensive apply first learn from experts tutorial book of Deep Learning basics that covers the fundamental theory and algorithms with Python implementations. Covers Deep Learning in plain english.

Computer Vision Frameworks: Practical Guide to Building and Deploying Computer Vision Models

Explore Object Classification, Object Detection and Object Segmentation. Also implement End to End Industry grade Objecet Detection Pipelines.

AI Articles & Letters

link2LR-maths

🔴Exploring Maths behind ChatGpt without getting into Maths

link2framework

🔴Feature Importance and Feature Selection - Framework

Interview Preparation

🔴Interview Preparation Without Tears

Machine Learning

🔴Machine Learning Without Tears

Production Ready Data Projects

🔴Production Ready Data Projects

Python Data Structure Algorithms

🔴Python Data Structure & Algorithms For Data Roles

NLP Without Tears

🔴NLP Without Tears

Deep Learning Basics

🔴Deep Learning Basics Without Tears

Cloud AWS GCP Azure

🔴Cloud AWS GCP Azure

Python For AI

🔴Python For AI

Start Here Resources

🔴Start Here Resources

Statistics Without Tears

🔴Statistics Without Tears

Computer Vision Without Tears

🔴Computer Vision Without Tears

MLOps Without Tears

🔴MLOps Without Tears

Youtube Tutorials

Amazon Sagemaker {Apply First}

🔴 Playlist Outcome:
✔️ You will be ready to implement and integrate ML or DL models with own/company application.
✔️ You will be ready to create ML or DL models using AWS Sagemaker for custom usecases.

AWS Full Course {Apply First}

🔴 Playlist Outcome:
✔️ You will be ready to implement and integrate AWS with own/company application.
🔴Free Resources:
✔️ All Code and Notebooks on demanded

Data Structure and Algorithms in Python

🔴 Playlist Outcome:
✔️ Master core DSA concepts in Python.

Zero to Data Science Production

🔴 Playlist Outcome:
✔️ Learn how to take data science projects from scratch to production.

Python For DataScience - Learn Python in 4 Hours★★★★★

🔴 Playlist Outcome:
✔️ Get up to speed with Python for data analysis and ML.

Do not be attached to inaction

🔴 Playlist Outcome:
✔️ Motivational and mindset insights.

@manralai