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⏱ 3–4 Months

Machine Learning Course in Mira Road

Learn to build, train and evaluate machine learning models using Python.

In association with: NSDC - National Skill Development Corporation Skill India

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Quick answer

Machine Learning at TIIT Computer Education, Mira Road is a 3–4-month, classroom-and-lab course. Learn to build, train and evaluate machine learning models using Python. It covers Introduction to Machine Learning, Python Refresher for ML, Data Preparation, Exploratory Data Analysis and 10 more modules. Eligibility: basic Python programming knowledge. On completion you get an ISO 9001:2015 & NSDC-authorised TIIT certificate with a QR code that anyone can verify online.

ISO 9001:2015NSDC AuthorisedQR-verified certificate

Information reviewed: 1 October 2026 · Fees and current batch timings: call or WhatsApp +91 90768 32616

Duration
3–4 Months
Eligibility
Basic Python programming knowledge
Mode
Classroom + Lab practice; morning, evening & weekend batches
Certificate
ISO 9001:2015 & NSDC-authorised, QR-verifiable
Job roles
ML Engineer Trainee, Data Scientist and AI/ML Analyst
01About the course

Course Overview

This course teaches machine learning from the ground up — how models learn from data, and how to build, train and evaluate them using Python's most widely used ML libraries.

How you'll learn

You work with real datasets throughout, moving from data cleaning to building regression, classification and clustering models, so every concept is tied to a working model rather than just theory.

Where it takes you

By the end, you can build and evaluate simple machine learning models independently, a practical, in-demand skill that pairs directly with TIIT's Python Programming and Data Science for AI courses.

3–4 MonthsCourse duration
14 ModulesStep-by-step syllabus
FlexibleMorning · Evening · Weekend
ISO & NSDCQR-verified certificate

Students join this course from Nalasopara, Virar and nearby areas, attending classes at whichever of our Mira Road, Bhayandar or Boisar branches is closest to them.

02What you will learn

Curriculum

14 modulesPractical lab sessionsProject-based learning
  1. Module 012 topics

    Introduction to Machine Learning

    • What is ML & types of ML (supervised/unsupervised)
    • Real-world ML use cases
  2. Module 022 topics

    Python Refresher for ML

    • NumPy & Pandas essentials
    • Data structures for ML
  3. Module 033 topics

    Data Preparation

    • Data cleaning & preprocessing
    • Handling missing data
    • Feature scaling
  4. Module 042 topics

    Exploratory Data Analysis

    • Data visualization basics
    • Identifying patterns & outliers
  5. Module 052 topics

    Supervised Learning: Regression

    • Linear & multiple regression
    • Model evaluation metrics
  6. Module 062 topics

    Supervised Learning: Classification

    • Logistic regression
    • Decision trees & KNN basics
  7. Module 072 topics

    Unsupervised Learning

    • Clustering techniques (K-Means)
    • Basic dimensionality reduction (PCA)
  8. Module 083 topics

    Model Evaluation & Tuning

    • Train/test split & cross-validation
    • Accuracy, precision & recall
    • Hyperparameter tuning basics
  9. Module 092 topics

    Working with scikit-learn

    • Building simple ML pipelines
    • Saving & loading models
  10. Module 102 topics

    Introduction to Ensemble Methods

    • Random forests basics
    • Boosting concepts overview
  11. Module 112 topics

    Feature Engineering

    • Encoding categorical data
    • Feature selection basics
  12. Module 122 topics

    Time Series Basics

    • Introduction to time series data
    • Simple forecasting concepts
  13. Module 132 topics

    Model Deployment Basics

    • Saving a model with pickle/joblib
    • Building a simple prediction script
  14. Module 142 topics

    Mini Projects

    • Building a simple prediction model
    • Presenting ML results
Course complete!Clear your final assessment and earn your ISO 9001:2015 & NSDC-authorised TIIT certificate.
03The TIIT advantage

Why TIIT Computer Education?

Expert Guidance

Learn from experienced trainers who bring real industry practice into every session.

Hands-on Learning

Spend most of your time in the lab building real projects, not just watching slides.

Recognized Certification

Earn an ISO 9001:2015 & NSDC-recognized certificate valued by employers.

Placement Assistance

Get support with resume building, interview prep and job referrals.

Flexible Batches

Choose weekday, weekend or evening batches that fit your schedule.

Modern Infrastructure

Learn in well-equipped labs with the same tools this course actually uses.

04Your certificate

Certification

Official & verifiable

On successful completion, you receive an official TIIT Computer Education certificate for Machine Learning.

  • ISO 9001:2015 Certified & NSDC Authorized Training Center
  • Unique certificate number with a scannable QR verification code
  • Recognized by State & Central Government bodies
Sample TIIT Computer Education certificate
QR verified
  1. 1Complete your course & assessment
  2. 2Receive your numbered certificate
  3. 3Anyone can scan the QR to verify it
Verify a TIIT certificate
05Where this leads

Job Opportunities

ML Engineer Trainee
Data Scientist
AI/ML Analyst
Research Assistant

Placement assistance included — resume building, interview preparation and job referrals.

Join the Machine Learning course near you

The same Machine Learning syllabus, trainers' standards and certificate are offered at every TIIT branch. Find the branch nearest to where you live:

You live inNearest TIIT branchHow to reach
Dahisar (East & West)Mira Road (East) – Head Office1 station to Mira Road (about 5 min); the branch is right opposite Mira Road station (East).
Mira Road & KashimiraMira Road (East) – Head OfficeWalk from Mira Road station (East), or a short auto/bus ride from Kashimira.
Bhayandar & NaigaonBhayandar (East)Naigaon is the very next station after Bhayandar (about 5 min).
Vasai, Nalasopara & VirarBhayandar (East)Western line local to Bhayandar – about 10 min from Vasai Road, 15 from Nalasopara, 20–25 from Virar.
Palghar, Saphale & Kelve RoadBoisar (West)Palghar is 2 stations from Boisar (about 10–12 min by train); Saphale is a few stations further south.
Boisar, Tarapur & UmroliBoisar (West)Our Boisar branch is on Tarpur (Tarapur) Road, above Brijwasi Sweets, opposite Shiv Mandir.

All branches: Mon–Sat, 9:00 AM–7:00 PM · +91 90768 32616 · See all areas we serve →

Got questions?

Frequently Asked Questions

Common questions about the Machine Learning course at TIIT Computer Education, Mira Road.

Still have a question?Talk to a counsellor — we usually reply within minutes.

01

What is the Machine Learning course?

Learn to build, train and evaluate machine learning models using Python. This course teaches machine learning from the ground up — how models learn from data, and how to build, train and evaluate them using Python's most widely used ML libraries.

02

What is the duration of the Machine Learning course at TIIT?

The Machine Learning course runs for 3–4 Months. Morning, evening and weekend batches are available at our Mira Road, Bhayandar and Boisar branches, so students and working people can both attend.

03

Who can join the Machine Learning course? What is the eligibility?

Eligibility: Basic Python programming knowledge. If you are unsure whether you are ready, book a free demo class and a counsellor will check your current level.

04

What is the Machine Learning syllabus?

The syllabus has 14 modules: Introduction to Machine Learning, Python Refresher for ML, Data Preparation, Exploratory Data Analysis, Supervised Learning: Regression, Supervised Learning: Classification, Unsupervised Learning, Model Evaluation & Tuning, Working with scikit-learn, Introduction to Ensemble Methods, Feature Engineering, Time Series Basics, Model Deployment Basics and Mini Projects. Each module is practical, lab-based work rather than lecture-only teaching.

05

What jobs can I get after the Machine Learning course?

Typical roles include ML Engineer Trainee, Data Scientist, AI/ML Analyst and Research Assistant. TIIT also helps with your resume, interview preparation and job referrals after you complete the course.

06

What are the Machine Learning course fees in Mira Road?

Fees depend on the batch, branch and any ongoing offer, so we share the exact current fee on call or WhatsApp at +91 90768 32616. Instalment options are available – ask the counsellor during your free demo.

07

Is the TIIT certificate valid, and how can it be verified?

Yes. TIIT is an ISO 9001:2015 certified, NSDC-authorised training centre. Every certificate has a unique number and a QR code, and anyone can verify it on our certificate verification page.

08

I live in Dahisar, Vasai, Virar or Palghar – where can I join Machine Learning?

Dahisar and Kashimira students attend our Mira Road head office (opposite Mira Road station, East). Naigaon, Vasai, Nalasopara and Virar students usually choose the Bhayandar branch. Saphale, Palghar and Boisar/Tarapur students attend the Boisar branch (Palghar is about 10–12 minutes from Boisar by train).

09

Can I attend a free demo class before joining?

Yes. Fill the enquiry form on this page or call +91 90768 32616. A counsellor will call you back the same day and book a free demo at the branch nearest to you.

Ready to Start Your Machine Learning Journey?

Talk to our counsellors and get a free demo class before you enroll.

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