AI & Machine Learning

Machine Learning & AI Diploma (with Python Basics)

This diploma builds you into an AI practitioner, starting from Python basics so no prior coding is assumed. You'll learn data handling, core machine-learning algorithms, model training and evaluation, and build a complete AI project. Over three to four months it takes you from beginner to genuinely capable in ML and AI.

Duration3-4 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. That is exactly what this live Machine Learning & AI Diploma course prepares you for.

Expect to spend most of your time actually doing the work — you’ll build a small AI project end to end and prepare and explore real datasets along the way.

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

    Weeks 1–2

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

  2. 2

    Working with Data

    Weeks 3–4

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

  3. 3

    Core ML Algorithms

    Weeks 5–6

    Regression, classification and clustering — how models actually learn.

  4. 4

    Model Training & Evaluation

    Weeks 7–8

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

  5. 5

    AI Project

    Weeks 9–12

    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

  • People preparing for interviews and placements in this field
  • Freelancers who want to offer Machine Learning & AI Diploma as a paid service
  • Working professionals switching into or upskilling within ai & machine learning
  • Anyone who prefers learning live and one-on-one over watching videos alone
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

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

You’ll finish with practical work — prepare and explore real datasets — plus an Osian Academy certificate you can share with employers.

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

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