6-Month curriculum

Month 1: Python for Data Science

• Python Basics (Syntax, data types, functions, loops and more)

• Working with NumPy and Pandas

• Basic file handling and data import/export

Month 4: Machine Learning Fundamentals

• Introduction to ML: supervised vs unsupervised learning

• Regression models: Linear, Polynomial, Ridge, Lasso

• Classification models: Logistic Regression, Decision Trees

• Model evaluation: accuracy, precision, recall, F1-score, confusion matrix

• Mini Project: Build a prediction model on a small dataset

Month 2: Data Cleaning & Processing

• Handling missing values and duplicates

• Outlier detection and treatment

• Data transformation and normalization

• Weekly assignments with messy, real-world datasets

Month 5: Industry Project 1

• Clustering (K-Means, Hierarchical)

• Feature selection & dimensionality reduction (PCA)

• Hyperparameter tuning (Grid Search, Random Search)

• Industry Project 1:
  Example: Retail Sales Forecasting — From raw data to deployed predictive model

• Weekly mentor feedback & project review

Month 3: Exploratory Data Analysis (EDA)

• Data visualization with Matplotlib & Seaborn

• Understanding distributions, correlations, and trends

• Grouping and aggregations in Pandas

• Using statistical tests for insights

• Hands-on case study: Sales & marketing dataset analysis

• Weekly Assignment: Create a data story using EDA techniques

Month 6: Industry Project 2 + Internship Wrap-Up

• Industry Project 2:
  Example: Customer Segmentation for Marketing — EDA + ML model + business insights

• Project optimization & performance improvement

• Preparing project documentation & GitHub portfolio

Build Real Projects, Not Just Assignments

Retail Sales Forecasting
📊 Predict sales using advanced ML models on historical data.

Sentiment Analysis
💬 Analyze social media data to measure public opinion.

Project of Your Choice
🔍 Got a topic you’re passionate about? We’ll guide and supervise you to turn it into a complete, portfolio-ready project.

Your Data science journey starts here!

Get the essentials in seconds before you dive into the details.

Duration

6 months - 4 months learning (Weekly practice assignments) and 2 month projects.

Mode - Online

Live & Recorded Sessions

₹16,000 INR — All Inclusive

Price

Perks & Benefits of Joining

More than just learning — get recognition, mentorship, and career support.

Internship Certificate from our Company

Github Project & Portfolio

Resume & Internship Prep

Letter of Recommendation

Real-World Projects

1:1 Mentor Support