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Data Science

Machine Learning Track

From a clean dataset to a deployed model, with evaluation and monitoring built in.

16 weeks
Madhapur, Hyderabad · Live Online
Intermediate

Overview

This program takes you from statistics fundamentals through building, evaluating, and deploying machine learning models — not just training a model in a notebook, but taking it somewhere usable.

Who Should Attend

Data analysts looking to specialize, or programmers with a statistics/math foundation who want to move into ML roles.

Prerequisites

Comfort with Python and basic statistics. Our Data Analyst Track or Statistics for Data Science course are good prerequisites.

Fees & Batch Dates Current fees, upcoming batch dates and live vs. self-paced options are shared directly by an advisor — accurate pricing changes too often to publish a number here that might already be stale.
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Curriculum

What you'll learn

Modules

01
Statistics for MLThe statistical foundation every model depends on.
02
Supervised LearningRegression and classification — training and evaluating real models.
03
Model EvaluationMetrics that matter, and how to avoid fooling yourself with them.
04
Basic DeploymentTaking a model from a notebook to something usable.

Tools & Technologies

Scikit-LearnPandasNumPyMatplotlib

Projects You'll Build

Customer Churn ModelClean a real dataset, train and evaluate a model, then explain the results in a dashboard.

Career Roles This Prepares You For

Machine Learning EngineerData Scientist
Related resources

Go deeper before you enroll

Data Scientist RoadmapMachine Learning Interview QuestionsWhat is Machine Learning?
Certification

What you walk away with

A Skill IT Education certificate of completion, and — most importantly — a completed project for your portfolio. This is an academy certificate, distinct from third-party industry certifications like CEH or PMP, which are issued directly by their certifying bodies.

Before you enroll

Questions people actually ask

Do I need calculus and linear algebra?
A basic working understanding helps, but we build the intuition you need as part of the course rather than requiring it upfront.

Check the next Machine Learning Track batch

Talk to an advisor for current fees, batch dates and mode of delivery.

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