Artificial Inteligence

AI & ML

learning

Course Content

Python for AI-ML

  1. Python Basics I
  2. Python Basics II
  3. Introduction to NumPy & Pandas
  4. Data Preprocessing & Manipulation
  5. Data Visualization

 

  • Predictive Analytics :
  1. Statistical Foundations
  2. Probability
  3. Inferential Statistics
  4. Regression

 

Machine Learning:

  1. Introduction to Machine Learning
  2. Supervised Learning - Classification
  3. Supervised Learning - Classification II
  4. Unsupervised Learning - Clustering
  5. Recommendation System

 

Deep Learning :

  1. Introduction to Deep Learning
  2. Getting started with Tensorflow 2.0 with Tensor Board
  3. Image Classification using CNN
  4. TensorFlow Hub for Object Detection using Faster RCNN
  5. Tensorflow for Deployment
  6. Doubt Clearing Session + End Course Test

 

Natural Learning Processing:

  1. Introduction to NLP with Spacy
  2. Analyzing and Segregating the News Headlines
  3. Building a Resume Classifier
  4. Building a intent based RASA Chatbot
  5. NLP in Production

 

Sequence Learning:

  1. Introduction to Sequence Learning
  2. RNN vs LSTM with Google Stock Price
  3. Sentiment Analysis on Zomato Reviews using LSTM
  4. Introduction to Transformer model
  5. BERT and GPT2 using Transformer
  6. Machine Translation with MT5

App ScreenShots

A small river named Duden flows by their place and supplies it with the necessary regelialia. It is a paradise