AI & Machine Learning

Machine Learning (ML)

Machine learning is how computers learn from data, and it's one of the most valuable skills in tech. This course covers the essential algorithms — regression, classification, clustering — using Python's ML libraries, and takes you through training and evaluating real models. Practical and focused, it gets you genuinely building ML.

Duration1.5 Months
FormatLive 1-on-1
LevelProfessional
CertificateOsian NSDC
Overview

What this course is about

AI and machine learning are reshaping every industry, and people who can actually build and train models are among the most sought-after in tech. This 6-week Machine Learning programme takes you from the basics to being genuinely useful.

You will work with Python’s ML libraries and prepare and explore real datasets, guided by an instructor who has done this work professionally.

You finish with practical work you can show an employer, not just a certificate.

By the end

What you’ll be able to do

  • Prepare and explore real datasets
  • Train and evaluate machine-learning models
  • Work with Python’s ML libraries
  • Build a small AI project end to end
Syllabus

How the course flows

  1. 1

    Python & Maths for AI

    Week 1

    The Python, statistics and linear-algebra basics ML runs on.

  2. 2

    Working with Data

    Week 2

    Loading, cleaning and exploring datasets that models can learn from.

  3. 3

    Core ML Algorithms

    Week 3

    Regression, classification and clustering — how models actually learn.

  4. 4

    Model Training & Evaluation

    Week 4

    Training, testing and measuring whether a model is any good.

  5. 5

    AI Project

    Weeks 5–6

    A complete build, from raw data to a working, evaluated model.

Toolkit

Tools you’ll use

PythonNumPy & pandasscikit-learnTensorFlow / KerasJupyter Notebook
Fit

Who it’s for

  • Students looking to add a job-ready skill alongside their degree
  • Beginners who want a structured, guided way into ai & machine learning
  • Anyone who prefers learning live and one-on-one over watching videos alone
  • Freelancers who want to offer Machine Learning as a paid service
Where it leads

Roles this opens up

ML Engineer

₹8–25 LPA

Design and deploy machine-learning models at scale.

Data Scientist

₹7–22 LPA

Extract insight and build predictive models from data.

AI Developer

₹6–18 LPA

Build AI-powered features into real products.

Questions

Before you enroll

Every session is live and one-on-one with your instructor. Nothing here is a pre-recorded playlist you watch alone.

Basic Python or programming logic helps; the maths is taught alongside. The first sessions make sure everyone is on solid ground before moving faster.

Yes — resume help, mock interviews and referrals through our hiring-partner network are included with the course.

Yes. Because it’s one-on-one, sessions are booked around your availability, including evenings and weekends.