Programming Concepts

Python Basics

Variables and Data types in Python

Operators and Strings in Python

Python Data Structures

Control Flow Statements and Functions

OOPs

NumPy

Pandas

Perceptron

ANN

Gradient

Backpropagation

Activation Functions

Softmax Function

Python

Statistics

Reinforcement learning

Machine learning

TensorFlow library

Deep Learning

Neural Networks

Artificial Intelligence

Image Classification

Tensors

Python

ANN

Tensorflow

Keras

Gradient

Backpropagation

Reinforcement Learning

States

Actions

State based mechanism in Reinforcement Learning

Computer Vision

CNN

Image processing

OpenCV with Python

TensorFlow

MNIST Dataset

Covid-19 Detection

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

DBMS & RDBMS Fundamentals

Keys & Normalization

Installing MySQL

Commands and Operators

Filtering and Pattern Matching

Data Analysis

SQL

SQL with Python

Triggers

Big Data basics

Hadoop

HDFS

Hive basics

Hive querying

Hive data upload

Hive simple operations

Spark

RDDs

Hadoop

Hadoop

Spark

Real-time Data Analytics

Spark streaming

NoSQL

MongoDB

Basic Overview of MongoDB

R Commands

R Packages

R Functions

R Datatypes

Operators in R

RStudio

HR Database Project

DBMS

RDBMS

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