General

7 presentations

Introduction to Data Analytics

General

Interactive visual deck on Introduction to Data Analytics with practical examples and deep-dive slides.

DA vs DS vs ML vs BI

General

Interactive visual deck on DA vs DS vs ML vs BI with practical examples and deep-dive slides.

Career Options in DA-DS

General

Interactive visual deck on Career Options in DA-DS with practical examples and deep-dive slides.

The Modern Analytics Toolchain

General

Interactive visual deck on The Modern Analytics Toolchain with practical examples and deep-dive slides.

Version Control Basics (Git)

General

Interactive visual deck on Version Control Basics (Git) with practical examples and deep-dive slides.

Excel

6 presentations

Introduction to Excel

Excel

Interactive visual deck on Introduction to Excel with practical examples and deep-dive slides.

Pivot Tables and Interactive Dashboards

Excel

Interactive visual deck on Pivot Tables and Interactive Dashboards with practical examples and deep-dive slides.

Power Query & Power Pivot

Excel

Interactive visual deck on Power Query & Power Pivot with practical examples and deep-dive slides.

Data Analysis ToolPak

Excel

Interactive visual deck on Data Analysis ToolPak with practical examples and deep-dive slides.

Advanced Topics

Excel

Interactive visual deck on Advanced Topics with practical examples and deep-dive slides.

SQL

14 presentations

Introduction to SQL

SQL

Interactive visual deck on Introduction to SQL with practical examples and deep-dive slides.

DDL & DML Fundamentals

SQL

Interactive visual deck on DDL & DML Fundamentals with practical examples and deep-dive slides.

DQL Fundamentals

SQL

Interactive visual deck on DQL Fundamentals with practical examples and deep-dive slides.

Operators

SQL

Interactive visual deck on Operators with practical examples and deep-dive slides.

Joins

SQL

Interactive visual deck on Joins with practical examples and deep-dive slides.

Python

10 presentations

Introduction to Python

Python

Interactive visual deck on Introduction to Python with practical examples and deep-dive slides.

Control Statements

Python

Interactive visual deck on Control Statements with practical examples and deep-dive slides.

Functions & Modules

Python

Interactive visual deck on Functions & Modules with practical examples and deep-dive slides.

Data Structures & OOPs

Python

Interactive visual deck on Data Structures & OOPs with practical examples and deep-dive slides.

File Handling & APIs

Python

Interactive visual deck on File Handling & APIs with practical examples and deep-dive slides.

Data Science

8 presentations

Introduction to Data Science

Data Science

Interactive visual deck on Introduction to Data Science with practical examples and deep-dive slides.

Statistics for Data Science

Data Science

Interactive visual deck on Statistics for Data Science with practical examples and deep-dive slides.

Statistical Inference & Testing

Data Science

Interactive visual deck on Statistical Inference & Testing with practical examples and deep-dive slides.

Exploratory Data Analysis (EDA)

Data Science

Interactive visual deck on Exploratory Data Analysis (EDA) with practical examples and deep-dive slides.

Data Preprocessing Pipeline

Data Science

Interactive visual deck on Data Preprocessing Pipeline with practical examples and deep-dive slides.

Machine Learning

20 presentations

Introduction to ML & Sklearn

Machine Learning

Interactive visual deck on Introduction to ML & Sklearn with practical examples and deep-dive slides.

Linear Regression

Machine Learning

Interactive visual deck on Linear Regression with practical examples and deep-dive slides.

Regularization (Ridge, Lasso, ElasticNet)

Machine Learning

Interactive visual deck on Regularization (Ridge, Lasso, ElasticNet) with practical examples and deep-dive slides.

Logistic Regression

Machine Learning

Interactive visual deck on Logistic Regression with practical examples and deep-dive slides.

Bias-Variance Tradeoff

Machine Learning

Interactive visual deck on Bias-Variance Tradeoff with practical examples and deep-dive slides.

Deep Learning

10 presentations

Introduction to Neural Networks

Deep Learning

Interactive visual deck on Introduction to Neural Networks with practical examples and deep-dive slides.

Introduction to TensorFlow and Keras

Deep Learning

Interactive visual deck on Introduction to TensorFlow and Keras with practical examples and deep-dive slides.

Deep Learning Practical Guide

Deep Learning

Interactive visual deck on Deep Learning Practical Guide with practical examples and deep-dive slides.

Convolutional Neural Networks

Deep Learning

Interactive visual deck on Convolutional Neural Networks with practical examples and deep-dive slides.

Transfer Learning

Deep Learning

Interactive visual deck on Transfer Learning with practical examples and deep-dive slides.

Computer Vision

5 presentations

OpenCV & Image Processing

Computer Vision

Interactive visual deck on OpenCV & Image Processing with practical examples and deep-dive slides.

Object Detection (YOLO, SSD)

Computer Vision

Interactive visual deck on Object Detection (YOLO, SSD) with practical examples and deep-dive slides.

Image Segmentation (U-Net)

Computer Vision

Interactive visual deck on Image Segmentation (U-Net) with practical examples and deep-dive slides.

Vision Transformers (ViT)

Computer Vision

Interactive visual deck on Vision Transformers (ViT) with practical examples and deep-dive slides.

Real-time Video Processing

Computer Vision

Interactive visual deck on Real-time Video Processing with practical examples and deep-dive slides.

Natural Language Processing

6 presentations

Natural Language Processing

Natural Language Processing

Interactive visual deck on Natural Language Processing with practical examples and deep-dive slides.

NLTK - Natural Language Toolkit

Natural Language Processing

Interactive visual deck on NLTK - Natural Language Toolkit with practical examples and deep-dive slides.

Embeddings & Word2Vec

Natural Language Processing

Interactive visual deck on Embeddings & Word2Vec with practical examples and deep-dive slides.

Attention & Seq2Seq Models

Natural Language Processing

Interactive visual deck on Attention & Seq2Seq Models with practical examples and deep-dive slides.

BERT & The Encoder Revolution

Natural Language Processing

Interactive visual deck on BERT & The Encoder Revolution with practical examples and deep-dive slides.

Artificial Intelligence

16 presentations

What is Artificial Intelligence

Artificial Intelligence

Interactive visual deck on What is Artificial Intelligence with practical examples and deep-dive slides.

Search Algorithms

Artificial Intelligence

Interactive visual deck on Search Algorithms with practical examples and deep-dive slides.

Transformers & LLMs

Artificial Intelligence

Interactive visual deck on Transformers & LLMs with practical examples and deep-dive slides.

Hugging Face

Artificial Intelligence

Interactive visual deck on Hugging Face with practical examples and deep-dive slides.

Prompt Engineering

Artificial Intelligence

Interactive visual deck on Prompt Engineering with practical examples and deep-dive slides.

BI Tools

3 presentations

Introduction to Power BI

BI Tools

Interactive visual deck on Introduction to Power BI with practical examples and deep-dive slides.

Introduction to Tableau

BI Tools

Interactive visual deck on Introduction to Tableau with practical examples and deep-dive slides.

Dashboard Design Principles

BI Tools

Interactive visual deck on Dashboard Design Principles with practical examples and deep-dive slides.