Our Comprehensive Curriculum

Empowering Data Science Excellence Through Hands-On Learning

Master the Full Data Science Stack

Our curriculum is designed to give you practical, job-ready skills through real-world projects that employers value.

Python

Essential programming for data science

Tools

VS Code Replit CodeSandbox

Real-Life Projects

To-Do List Application

Shopping List Manager

Contact Book

Calculator

Weather Forecast App

Note-Taking Application

Expense Tracker

Wikipedia Scraper

Book Sales Analyzer

Task Management System

Bank Application

Database (SQL)

Manage and analyze databases efficiently

Tools

MySQL Server MySQL Workbench

Real-Life Projects

HR Database

E-commerce Database

Version Control

Collaborate effectively with industry-standard tools

Tools

Git GitHub DVC

Real-Life Projects

Data Science Repository

Handling Large Files

Data Version Control

Collaborative Workflows

Scientific Computing

Perform complex mathematical computations

Tools

NumPy

Real-Life Projects

Stock Market Data Analysis

Blood Pressure Analysis

Sensor Data Processing

Financial Portfolio Analysis

Network Traffic Routing

Climate Data Analysis

Medical Image Analysis

Data Analysis

Master data analysis: slice, dice, and analyze with ease

Tools

Pandas

Real-Life Projects

Business Analytics

Research & Statistical Analysis

Personal Finance Project

Data Storytelling Project

Supermarket Sales Analysis

Data Visualizations

Turn raw numbers into stunning, actionable visuals

Tools

Matplotlib

Real-Life Projects

Economic Dashboard

Scientific Publication Figures

Business Report Visualizations

Interactive Data Visualization

Deliver powerful visuals and insights

Tools

Plotly

Real-Life Projects

Stock Market Dashboard

COVID-19 Analysis

Website Traffic Analysis

Maps & Geospatial Data

Make smarter decisions with location-based insights

Tools

Folium

Real-Life Projects

Plotting Crime Data

Visualizing Real Estate Data

Creating a Travel Itinerary Map

Build Data Apps

Create sleek, interactive data apps that impress

Tools

Streamlit

Real-Life Projects

Data Explorer App

Dashboard for Financial Data

Personal Expense Tracker App

Machine Learning

Create predictive models that solve real problems

Tools

Scikit-learn Statsmodels

Real-Life Projects

Real Estate Price Predictor

Customer Churn Analysis

Email Spam Detector

Sales Forecasting

Customer Segmentation

Product Review Sentiment

S&P 500 Price Predictor

Deep Learning

Harness neural networks to solve complex problems

Tools

TensorFlow Weights & Biases

Real-Life Projects

Predicting Housing Prices

Diabetes Prediction

Plant Disease Classification

Stock Price Prediction

Sentiment Analysis

Generative AI

Create new content like text, images, videos, and music

Tools

Hugging Face Google Colab

Real-Life Projects

Text Generation with GPT-2

Sentiment Analysis with DistilBERT

Image Generation with Stable Diffusion

Fine-tuning GPT-2

Build AI Apps

Develop applications that reason and assist

Tools

LangChain OpenAI

Real-Life Projects

Building a Personal Knowledge Base

Creating a Customer Support Bot

Data Analysis Assistant

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