NumPy

Pandas

Components of Data Science

Data Science Architecture

Skills needed to learn Python

NumPy and Pandas libraries

Python Basics

NumPy

Pandas

Matplotlib

Seaborn

Plotly

Practical visualization walkthrough

IPL data analysis with Python

Python

Statistics

Reinforcement learning

Machine learning

ANN

Tensorflow

Keras

Gradient

Backpropagation

Perceptron

ANN

Gradient

Backpropagation

Activation Functions

Softmax Function

Computer Vision

CNN

Image processing

OpenCV with Python

TensorFlow

MNIST Dataset

Covid-19 Detection

Data Augmentation

Weight Initialization

Regularization

Image processing using Neural Networks

Image Classification

Case study problems

Object Detection Using OpenCV and Python Converting Images to Different Forms"

Image processing

OpenCV with Python

TensorFlow

MNIST Dataset

Covid-19 detection

OpenCV

Face Detection

Face Recognition

Deep Learning

OpenCV Operations

Face Detection demo

Face Detection

Face Recognition

Applications of Face Recognition

Face Detection using OpenCV using Python

Tokenization

Stemming

Lemmatization

Removing Stopwords

Modeling Techniques in NLP

Machine Learning and Logistic Regression

Sentiment Analysis

Functionalities of Textblob

Textblob Sentiment Analysis

U-Net

Semantic Segmentation

NLP Use-cases

NLP Project

Types of Chatbots

Top applications of Chatbots

Architecture of Chatbots

Hands-on demonstration of Building a Chatbot

Introduction to Recommendation Systems

Movie Recommendation Demo

Tensorflow

Keras

Neural Networks

Linear Regression using Tensorflow

MNIST Character Recognition

Image classification using CNN

TensorFlow library

Deep Learning

Neural Networks

Artificial Intelligence

Image Classification

Tensors

Python

Tensorflow

CNN

RNN

LSTM

Deep learning

CNN

ANN

RNN

Tensorflow

Deep Learning Algorithms