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ATV Academy · AI & Data · Coming soon

AI & Machine Learning 

From Python and data to machine learning models and deployment.

Coming soon

This programme is launching soon.

Register your interest and we'll email you the dates, format and fees first.

Level
Basic → Advanced
Entry
Basics required
Format
Live online
Language
English + Hindi/Marathi
Register your interest

What you'll learn

Skills & outcomes.

Build, evaluate and deploy ML models on real datasets.

  • Prepare and visualise data in Python
  • Train regression, classification and clustering models
  • Evaluate models properly
  • Build a first neural network
  • Deploy a model as an app or API

Tools you'll use

  • Python
  • NumPy
  • Pandas
  • Matplotlib
  • Seaborn
  • scikit-learn
  • XGBoost
  • Keras
  • PyTorch
  • Streamlit
  • FastAPI

Who it's for

  • Engineering & science students
  • Data analysts
  • Developers moving into AI

Before you start

Basic Python helps (our Python course covers it).

Syllabus

From basics to advanced.

Capstone options: House-price predictor · Customer churn prediction · Image classifier

  1. Module 1 · Basic

    Python for ML

    Data with Python

    Python for ML · NumPy · Pandas

    Clean & visualise

    Data cleaning · Matplotlib & Seaborn

  2. Module 2 · Intermediate

    Supervised learning

    Statistics essentials

    Distributions · Correlation · Train/test split

    Regression & classification

    Linear regression · Logistic regression · Metrics

  3. Module 3 · Advanced

    Advanced models

    Tree models

    Decision trees · Random forest · XGBoost

    Unsupervised & tuning

    K-Means clustering · Feature engineering · Cross-validation

  4. Module 4 · Pro

    Deep learning & deployment

    Neural networks

    Intro to Keras/PyTorch · Responsible AI

    Deploy & LLMs

    Streamlit/FastAPI deployment · Using LLM APIs · Capstone demo

Register your interest

Be first in line.

We'll email you as soon as dates and fees for AI & Machine Learning are confirmed. No spam — one message when it opens.

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FAQ

Questions.

  • When does the AI & Machine Learning programme start?

    The first cohort is being finalised. Register your interest and we'll email you the dates, format and fees before anyone else.

  • Will it be online?

    Yes. Programmes are taught live online by industry practitioners, with recordings for revision.

  • Which language is it taught in?

    English, with explanations in Hindi and Marathi whenever it helps.

  • Who is it for?

    Engineering & science students, Data analysts, Developers moving into AI.

  • What do I need before I start?

    Basic Python helps (our Python course covers it).

  • Do you guarantee a job or placement?

    No. We don't promise jobs or placements. We focus on real skills and projects you can show employers.

  • Can my college or company book this programme?

    Yes. We run programmes for colleges and corporate teams. Contact us to discuss a batch for your organisation.

Other programmes

Training a team or a campus?

We deliver this programme for colleges and companies now — tell us what you need.

Get a free consultation hello@autobiographytechventures.com