Data Science

Course Overview

This comprehensive program is designed to take you from fundamentals to advanced concepts. Learn from industry experts and build a powerful portfolio that gets you hired.

📅 Duration

3 Months

📈 Level

Beginner → Advanced

💻 Projects

Why Choose AGS Academy?

100% Placement Support

Get guaranteed placement assistance in top MNCs. We provide dedicated interview prep, resume building, and mock interviews to make you job-ready.

Learn from Global Mentors

Our instructors are industry veterans with 10+ years of experience from top tech hubs abroad, including the UK and Australia.

Industry Certification

Earn a globally recognized completion certificate. Validate your skills and stand out to top tech recruiters.

Portfolio-Ready Projects

Don't just watch videos. Build real-world applications that you can show off to recruiters to prove your expertise.

Course Curriculum

Module 1

Python for Data Science

Advanced Python Concepts
Numpy Arrays & Vectorization
Pandas Dataframes & Series
Data Cleaning & Preprocessing
Handling Missing Data & Outliers

Module 2

Exploratory Data Analysis (EDA)

Matplotlib & Seaborn
Plotly for Interactive Dashboards
Statistical Analysis & Hypothesis Testing
Feature Engineering & Selection
Correlation vs Causation

Module 3

Machine Learning Basics

Supervised vs Unsupervised Learning
Linear & Logistic Regression
Decision Trees & Random Forests
Model Evaluation (Precision, Recall, F1)
Hyperparameter Tuning (GridSearch)

Module 4

Big Data & Advanced Tools

Advanced SQL Queries (Window Functions, CTEs)
Introduction to Big Data (Apache Spark/PySpark)
Connecting Python to Databases
NoSQL (MongoDB) for Data Scientists

Module 5

Placement & Interview Prep

Case Studies & Guesstimates
Data Science Interview Questions
Portfolio Building (Kaggle/GitHub)
Resume Building
Mock Interviews

Course Details

Format

Live Online

Duration