COHORT 1 CURRICULUM · OCT-DEC 2026Two Specialized Tracks.
Real Production Code.
Choose between Full-Stack Web Development or Data Science & AI/ML. Both tracks feature a foundational Basic tier (₹499) and a production Training & Internship tier (₹1,499) with direct hiring consideration.
FlowTask Live PRData Science & AI/ML Track
From foundational statistical computation to building transformer models, generative AI agent workflows, and production MLOps deployment pipelines.
Target Career Roles
Technologies Mastered Throughout This Track:
Training & Internship Tier (₹1,499)
Full 3-month production AI curriculum + 4th month building models for FlowTask + 1-on-1 mentorship & hiring consideration.
Advanced Machine Learning, Pipelines & Analytics
Focus: Gradient Boosting & Feature Engineering
- •Advanced ensemble methods: XGBoost, LightGBM, CatBoost & hyperparameter tuning
- •End-to-end automated feature pipelines and data leakage prevention
- •Enterprise Business Intelligence: interactive dashboards with Power BI & Streamlit
- •Data engineering foundations: data lakes, parquet formats & batch pipeline design
High-accuracy production ensemble model with automated tuning and dashboard
Deep Learning, Generative AI & LLM Systems
Focus: Neural Networks & Retrieval-Augmented Generation
- •Neural network foundations in PyTorch: autograd, custom layers & backpropagation
- •Transformer architectures, attention mechanisms, tokenization & Hugging Face
- •Retrieval-Augmented Generation (RAG): chunking strategies, embeddings & vector DBs
- •Building autonomous LLM agents with LangChain, tool calling & structured outputs
Production RAG assistant with semantic vector search and real-time streaming
Computer Vision, MLOps & Production Inference
Focus: Model Serving & Cloud Pipelines
- •Computer vision: CNNs, transfer learning with ResNet/YOLO & image classification
- •Building high-throughput inference APIs with FastAPI and asynchronous workers
- •MLOps & model governance: experiment tracking with MLflow, containerization with Docker
- •Production deployment: monitoring data drift, latency benchmarks & cloud endpoints
Containerized, scalable AI inference microservice with automated tracking
Deploy live AI & neural memory features for FlowTask
FlowTask is an AI-powered company building real-time memory layers for enterprise AI agents. During your final month, you will work on our live vector retrieval architectures, multimodal embedding pipelines, and inference optimizations. Your code gets evaluated against production benchmarks and merged into our core system.
Basic Program Tier (₹499)
Master Python for Data Science, linear algebra, statistics, and machine learning models from scratch. Guided labs and verified certificate.
Python Foundations & Mathematical Intuition
Focus: Programming & Linear Algebra
- •Modern Python 3: Data structures, OOP, generators, decorators & modular design
- •Git & GitHub version control: collaborative development and notebook hygiene
- •Mathematics for Machine Learning: Linear algebra, vectors, matrices & dot products
- •Calculus & optimization fundamentals: cost functions, derivatives & gradient descent
Lab: Build an algorithmic portfolio analysis tool from scratch in Python
Statistical Modeling & Exploratory Analysis
Focus: Data Wrangling & Statistical Inference
- •Probability distributions, Bayes theorem, hypothesis testing & p-values
- •Data wrangling at scale with Pandas: grouping, windowing, pivoting & merging
- •Data visualization: publication-quality charts using Matplotlib & Seaborn
- •Handling real-world messiness: missing values, outliers & data normalization
Lab: End-to-end exploratory analysis report uncovering hidden business insights
SQL Analytics & Machine Learning Basics
Focus: Database Querying & Supervised ML
- •SQL for Data Science: complex joins, window functions & aggregations
- •Feature engineering, categorical encodings & train/test validation splits
- •Supervised learning: Linear/Logistic regression, Decision Trees & Random Forests
- •Evaluating models: ROC-AUC, Precision, Recall, F1-Score & Confusion Matrices
Capstone: Predictive ML model with SQL ingestion and deployed evaluation dashboard
💡 Upgrade guarantee: You can start in Basic and upgrade to Training & Internship anytime for just ₹1,000 (your full ₹499 is credited).
Learn more →Ready to build next-generation AI systems?
Admissions for the October-December 2026 cohort are open now. Secure your seat before the batch fills up.