RootAxis Technologies
Training Hubs: Coimbatore (HQ) Chennai Madurai Salem Trichy Erode Tiruppur
Artificial Intelligence & Data Science 16 Weeks Intensive 8-Week Industry Internship

Data Science Course in Madurai

Master applied Data Science, Machine Learning, Predictive Modeling, and Business Intelligence. 100% Live interactive online training in Madurai in Python, SQL, Scikit-Learn, Power BI, and Deep Learning with a guaranteed 8-week data science internship.

Enquire About This Course
Production Repos on GitHub Madurai: 100% Live Interactive Online Training Verified Certification
Tuition & Schedule
Transparent Pricing
₹35,000 All-Inclusive Course Fee
Flexible Installments from ₹11,667 / month (0% Interest Options)
  • Program Duration
    16 Weeks Hands-on
  • Training Mode
    100% Live Interactive Online Training
  • Capstone Projects
    3 Production Repos
  • Mentorship Structure
    1-on-1 Code Reviews & Lab
  • Internship
    8-Week Industry Experience
Enquire & Reserve Batch Slot Chat with Program Advisor
100% Live Interactive Online Training for Madurai | Sole Campus: Peelamedu, Coimbatore
Part of Specialization Track

Artificial Intelligence & Data Science

Live Interactive Online Cohort — Madurai

100% Live Interactive Online Training

Direct live online coding classes designed for Madurai engineering, BCA, and MCA students. Features live interactive lectures, GitHub project reviews, cloud sandboxes, and dedicated 1-on-1 mentor guidance.

100% Live Online training with cloud sandbox access. Join from anywhere in Madurai with no daily commute. Admissions Desk: +91 73581 10061
Program Architecture

Engineered for Industry Engineering

Curriculum Focus 2026 Production Standard
The Data Science program at RootAxis Technologies is designed to transform you into an industry-ready Data Scientist and Machine Learning practitioner. From raw data wrangling to enterprise model deployment, this course covers the complete analytical lifecycle. Master Python programming for data science, NumPy, Pandas, Exploratory Data Analysis (EDA), advanced SQL querying for analytics, statistical modeling, Machine Learning algorithms with Scikit-Learn and XGBoost, Deep Learning fundamentals with TensorFlow and PyTorch, and interactive dashboarding with Tableau and Power BI. Students in Madurai solve real corporate business problems and complete an 8-week applied data science internship.
Lab-to-Lecture Ratio
70% Practical / 30% Theory
8-Week Corporate Internship
Real pull requests & sprint deliverables for company projects
Madurai Online Cohort
100% Live Interactive Online Training · 100% Live Online training with cloud sandbox access. Join from anywhere in Madurai with no daily commute.
1-on-1 Mentorship Live Git Commits
Core Strengths

Key Learning Pillars

Python & Advanced Analytics

Master NumPy, Pandas, SQL data querying, feature engineering, and high-impact visual dashboards in Power BI.

Machine Learning & Deep Learning

Train supervised and unsupervised algorithms with Scikit-Learn, XGBoost, TensorFlow, and PyTorch.

Model Deployment & MLOps

Deploy predictive models into production using Streamlit, FastAPI, Docker, and AWS cloud pipelines.

Measurable Competencies

What You Will Achieve

Perform rigorous Exploratory Data Analysis (EDA) and data cleansing on messy real-world datasets.
Write complex SQL queries, window functions, and aggregations for enterprise business analytics.
Build and evaluate high-accuracy predictive Machine Learning models using Scikit-Learn and XGBoost.
Create interactive, executive-ready Business Intelligence dashboards in Microsoft Power BI and Tableau.
Deploy trained ML models as scalable REST APIs using FastAPI, Streamlit, and Docker on AWS cloud.
Phase-by-Phase Roadmap

Complete Course Syllabus

Every module is fully readable, crawlable, and updated for 2026 industry standards.

Build strong programming and mathematical foundations. Covers Python 3 data structures, OOP principles, descriptive and inferential statistics, probability, and hypothesis testing.

Key Topics & Practical Hands-on Labs:
Python 3 fundamentals, functions, lambda expressions & OOP
Descriptive statistics: mean, median, variance, standard deviation & skewness
Inferential statistics: Central Limit Theorem, confidence intervals & z/t-tests
Hypothesis testing (p-value, ANOVA, Chi-Square) & A/B testing methodologies
Setting up Jupyter Notebooks, VS Code & Python data virtual environments

Master the tools of everyday data analysis. Clean, transform, and aggregate data using NumPy and Pandas, write complex SQL queries, and build Power BI dashboards.

Key Topics & Practical Hands-on Labs:
NumPy array vectorization, indexing & mathematical operations
Pandas DataFrames: data cleaning, missing value handling & merging datasets
Advanced SQL: CTEs, subqueries, window functions & analytical joins
Data storytelling & visual analytics with Matplotlib, Seaborn & Plotly
Interactive dashboard design with Microsoft Power BI & Tableau

Extract deep insights and prepare data for modeling. Learn feature selection, outlier detection, encoding techniques, and dimensionality reduction.

Key Topics & Practical Hands-on Labs:
Systematic EDA workflows and univariate/bivariate correlation analysis
Handling imbalanced datasets with SMOTE and class-weighting
Feature engineering: one-hot encoding, target encoding & feature scaling
Dimensionality reduction using Principal Component Analysis (PCA)
Building automated data preparation pipelines with Scikit-Learn ColumnTransformer

Master supervised and unsupervised Machine Learning. Train, tune, and evaluate classification, regression, and clustering algorithms.

Key Topics & Practical Hands-on Labs:
Supervised learning: Linear Regression, Ridge, Lasso & Logistic Regression
Tree-based models: Decision Trees, Random Forests, XGBoost & LightGBM
Hyperparameter tuning using GridSearchCV & Optuna
Model evaluation metrics: ROC-AUC, Precision-Recall, F1-Score, RMSE & MAE
Unsupervised learning: K-Means clustering, DBSCAN & customer segmentation

Step into neural networks. Learn Artificial Neural Networks (ANN), Convolutional Neural Networks (CNN) for images, and Natural Language Processing (NLP).

Key Topics & Practical Hands-on Labs:
Neural network fundamentals: perceptrons, activation functions & backpropagation
Building Deep Learning models with TensorFlow & Keras
PyTorch essentials for deep learning workflows
Computer Vision basics: CNN architecture & image classification
Natural Language Processing: sentiment analysis, TF-IDF & transformer embeddings

Deploy machine learning models into production. Learn API creation, Docker containerization, cloud deployment, and complete an 8-week corporate data internship.

Key Topics & Practical Hands-on Labs:
Building interactive data apps with Streamlit & Gradio
Serving ML models as REST API endpoints with FastAPI and Pydantic
Packaging models with Docker & deploying to AWS cloud
MLOps fundamentals: model tracking with MLflow & data monitoring
Guaranteed 8-week industry Data Science internship with live client project work
Portfolio Engineering

Production Capstone Projects

Every project is built directly on GitHub with code reviews, Dockerized environments, and live cloud deployment.

Predictive ML GitHub Verified

Customer Lifetime Value (CLV) & Churn Prediction System

End-to-end ML pipeline with XGBoost, SMOTE for imbalanced data, feature importance dashboard, and interactive Streamlit web deployment.

Python XGBoost Scikit-Learn Streamlit Pandas Plotly
Deep Learning GitHub Verified

Real-Time Financial Fraud Detection & Anomaly Engine

Unsupervised and semi-supervised anomaly detection system using Isolation Forests and Autoencoders, served via a high-performance FastAPI microservice.

TensorFlow FastAPI Docker Python PostgreSQL
BI Analytics GitHub Verified

Executive Sales Performance & Supply Chain Power BI Dashboard

Comprehensive enterprise Business Intelligence suite built in Power BI with complex DAX measures, automated ETL pipelines, and forecasting visuals.

Power BI SQL Server DAX Python ETL Excel
Tech Stack

Tools & Frameworks Mastered

Hands-on mastery of the industry-standard developer toolchain.

Python Pandas NumPy Scikit-Learn SQL PostgreSQL Power BI Tableau TensorFlow PyTorch XGBoost FastAPI Streamlit Docker AWS
Learner Eligibility

Who Should Join & Prerequisites

Target Audience Profile

Ideal for college graduates (BSc, BCA, MCA, BE, BTech, BCom, MBA), aspiring analysts, developers, and career changers in Madurai who want to enter the high-growth field of Data Science and Machine Learning.

  • College students & fresh graduates seeking job-readiness
  • Developers upskilling in modern full-stack & AI architectures
  • Career changers seeking structured mentorship & live repo work

Course Prerequisites

Basic computer familiarity and fundamental problem-solving logic. Prior programming knowledge in Python or JavaScript is helpful but not mandatory.
Complimentary Bridge Modules: If you are new to coding, RootAxis provides free preparatory bridge sessions covering fundamentals before your main cohort begins.
Transparent Terms

Tuition, Payment & Batch Schedules

Clear educational investment with zero hidden admission fees or fine print.

All-Inclusive Tuition
₹35,000 Total Program Fee

Covers all hands-on modules, live server sandbox access, mentorship, code reviews, and the 8-week corporate internship certificate.

  • Flexible installment splits (2 to 3 monthly payments)
  • Zero-cost EMI plans from ₹11,667 / month
  • No registration charges, hidden taxes, or exam fees
Check Eligibility & Reserve Slot

Cohort Batch Timings & Frequency

Cohorts start on the first and third Monday of each month. Choose the schedule that fits your routine:

Weekday Regular (Morning Batch)
Monday to Friday · Hands-on classroom lab & project sprints
9:30 AM – 1:30 PM
Weekday Evening (Working Professionals)
Monday to Thursday · Ideal for developers and college finalists
6:00 PM – 8:30 PM
Weekend Intensive Masterclass
Saturday & Sunday · Deep-dive project workshops & code reviews
10:00 AM – 4:30 PM
Campus: First Floor, Masakalipalayam Rd, Peelamedu, Coimbatore | Hybrid live stream available
Learning Support

Mentorship the Way Engineering Teams Work

No generic videos or unmonitored lectures. You learn alongside senior practitioners.

1-on-1 Code Reviews

Mentors review every Git commit and Pull Request, teaching clean code, modular architecture, and edge-case handling.

Live Lab Assistance

In-person lab stations and interactive remote screenshare debugging so you never remain stuck on technical errors.

Weekly Sprint Standups

Experience real agile sprint cycles, standups, and retrospective meetings mimicking modern software teams.

Corporate Internship

Official 8-week corporate software development experience certificate verifying production repo commits.

Market Alignment

Target Roles & Career Support

₹5.0 - ₹9.5 LPA
Industry Salary Range
₹16.0 LPA
Mock Interview Rounds
Consistently High
Hiring Demand
Qualified Career Roles:
Data Scientist Machine Learning Engineer Data Analyst Business Intelligence (BI) Analyst Python Data Engineer Predictive Analytics Specialist
Dedicated Placement & Career Services

RootAxis Technologies maintains relationships with 50+ software and IT hiring partners across Coimbatore, Chennai, and Bangalore. While we strictly avoid misleading "100% guarantee" marketing claims, we provide end-to-end career enablement to ensure you succeed in technical interviews:

Resume & Portfolio Engineering: Transform your GitHub profile and CV to highlight tangible production repositories and metrics.
Technical Mock Interviews: Rigorous 1-on-1 coding challenges and architectural system design drills with senior tech leads.
Direct Hiring Partner Referrals: Fast-track interview scheduling directly with tech firms hiring for full stack and AI talent.
Corporate Internship Letter: Official verified credential attesting to your 8-week production repository contributions.
SUPPORT CENTER

Frequently Asked Questions

Direct answers regarding curriculum, batch timings, hands-on lab projects, and placement assistance in Madurai.

Need help choosing a course?
Free 1-on-1 counseling available Mon–Sat
Talk to a Career Counselor
RootAxis Technologies is the top-rated software and data science training institute in Coimbatore, offering on-campus and live hybrid programs for Madurai students with practical Python coding, machine learning, Power BI, and a guaranteed 8-week corporate internship.
You will learn Python for Data Science, NumPy, Pandas, Matplotlib, Seaborn, Advanced SQL, Scikit-Learn, XGBoost, Deep Learning with TensorFlow and PyTorch, Power BI, Tableau, and model serving with FastAPI and Streamlit.
No prior coding experience is required. The course starts from Python programming fundamentals and explains statistical concepts in an intuitive, practical manner before moving to advanced algorithms.
Yes! Every enrolled student is guaranteed an 8-week corporate Data Science internship. You will build real-world machine learning models and receive an official corporate internship experience certificate.
The program duration is 16 weeks (4 months) of practical training plus the 8-week industry internship. The transparent course fee is ₹35,000 all-inclusive with flexible monthly EMI and installment options.
RootAxis has its sole physical office and computer labs in Peelamedu, Coimbatore. For students across Chennai, Madurai, Salem, Trichy, Erode, and Tiruppur, we offer 100% live interactive online cohorts with interactive screen-sharing, cloud datasets, and placement support.
Explore Specialized Tracks

Related Industrial Tracks

Full Stack & AI Development
Cybersecurity & Ethical Hacking
Artificial Intelligence & Data Science
Cloud Computing
Mobile App Development
UI/UX Design
Digital Marketing
Frontend Internship
Admissions Open (2026)

Ready to Master
Data Science?

Connect directly with our engineering program advisors to discuss your background, batch schedules, and flexible payment options.

  • Dedicated Placement Assistance with 50+ Partners
  • 8-Week Industry Internship Certificate
  • 1-on-1 Code Reviews on GitHub
  • Peelamedu Classroom Lab & Live Hybrid
+91 73581 10061
info@rootaxis.in

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Data Science
₹35,000 All-Inclusive
Data Science
₹35,000
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