Learn Campusx

Start Here

Begin with broad courses that introduce the fundamentals before moving into focused lessons.

Practice Concepts

Use lesson transcripts and key concepts to review specific ideas and reinforce your understanding.

Go Deeper

Follow related courses and topic links to build a wider learning path around Campusx.

POS Tagging | Part of Speech Tagging in NLP | Hidden Markov Models in NLP | Viterbi Algorithm in NLP

Dive into the world of Natural Language Processing (NLP) with this comprehensive guide on Part of Speech (POS) Tagging. Unravel the intricacies of Hid...

Natural Language Processing(NLP)

Text Classification | NLP Lecture 6 | End to End | Average Word2Vec

Text classification is a vital aspect of Natural Language Processing (NLP) that involves categorizing text into predefined classes or categories. This...

Natural Language Processing(NLP)

Word2vec Complete Tutorial | CBOW and Skip-gram | Game of Thrones Word2vec

Code used: https://github.com/campusx-official/game-of-thrones-word2vec https://colab.research.google.com/drive/1aes3A6AumwokaSmdHL4F477Eb-PBdWLD?usp=...

Natural Language Processing(NLP)

Text Representation | NLP Lecture 4 | Bag of Words | Tf-Idf | N-grams, Bi-grams and Uni-grams

In natural language processing, text representation plays a vital role in capturing the meaning and structure of textual data. This video explores thr...

Natural Language Processing(NLP)

Text Preprocessing | NLP Course Lecture 3

In this video, we'll break down the steps involved in getting text data ready for analysis. Think of it as cleaning and organizing text so that it's e...

Natural Language Processing(NLP)

End to End NLP Pipeline | NLP Pipeline | Lecture 2 NLP Course

This video will guide you through the entire process of creating a Natural Language Processing (NLP) pipeline from start to finish. We'll cover every...

Natural Language Processing(NLP)

Introduction to NLP | NLP Lecture 1 | End to End NLP Course

This video serves as an introductory guide to Natural Language Processing (NLP). We'll cover the basics, explaining what NLP is and why it's essential...

Natural Language Processing(NLP)

FastAPI Course Launch

Link - https://learnwith.campusx.in/courses/FastAPI-6873cb2075f40c2715c809fe Notes: https://learnwith.campusx.in/s/store/courses/YouTube%20Notes

FastAPI for Machine Learning | CampusX

How to Deploy a FastAPI API on AWS | Video 10 | CampusX

Code - https://github.com/campusx-official/fastapi-demo-api Notes: https://learnwith.campusx.in/s/store/courses/YouTube%20Notes Instructions: 1. creat...

FastAPI for Machine Learning | CampusX

FastAPI + Docker Tutorial for Beginners | How to Dockerize a FastAPI API Application | CampusX

Docker Tutorial - https://www.youtube.com/watch?v=GToyQTGDOS4 Notes: https://learnwith.campusx.in/s/store/courses/YouTube%20Notes Code - https://githu...

FastAPI for Machine Learning | CampusX

Docker for Machine Learning | Docker Crash Course | CampusX

Notes - https://drive.google.com/file/d/1AGcGb49pU55Dm2B7aBRBgaTKMNrBIXm6/view?usp=sharing ML project link - https://github.com/campusx-official/lapto...

FastAPI for Machine Learning | CampusX

Improving the FastAPI API | Video 8 | CampusX

Code - https://github.com/campusx-official/insurance-premium-prediction-fastapi Notes: https://learnwith.campusx.in/s/store/courses/YouTube%20Notes Ad...

FastAPI for Machine Learning | CampusX