COURSE OVERVIEW
About the PG Diploma in Data Science & Machine Learning
- Data Science and Machine Learning are among the fastest-growing career fields globally — and Tamil Nadu’s technology sector is no exception, with companies in Chennai, Coimbatore, and across the state actively hiring data professionals. The 8-Month PG Diploma in Data Science & Machine Learning at Forsche Technology Solutions is a comprehensive post-graduate program designed to make you industry-ready as a data scientist or analyst.
- This program covers the full data science lifecycle — from data collection and cleaning to statistical analysis, machine learning model building, and business intelligence reporting. You will work with Python, NumPy, Pandas, Scikit-Learn, SQL, and visualisation tools like Power BI and Tableau, developing a project portfolio that demonstrates real-world data science capability to employers.
- Whether you are a recent graduate, a working IT professional, or a non-tech career changer — this PG Diploma provides a structured, mentored path into data science with live projects aligned to Tamil Nadu’s key industries: fintech, healthcare, retail, and manufacturing
PROGRAMME HIGHLIGHTS
CURRICULUM
- Module 1 Python for Data Science: Python fundamentals · Data types & functions · OOP basics · NumPy & Pandas · File handling · API basics
- Module 2 Data Analysis & Visualisation: Data cleaning and wrangling · Exploratory Data Analysis (EDA) · Matplotlib & Seaborn · Plotly · Dashboard basics
- Module 3 Statistics & Probability for ML: Descriptive statistics · Probability distributions · Hypothesis testing · Confidence intervals · Correlation & regression analysis
- Module 4 SQL for Data Management: SQL fundamentals · Joins, subqueries, window functions · Database design · PostgreSQL / MySQL · SQL for analytics and reporting
- Module 5 Machine Learning — Core: Supervised learning (Linear regression, Logistic regression, Decision Trees, Random Forest) · Unsupervised learning (K-Means, PCA) · Model evaluation & cross-validation
- Module 6 Advanced Machine Learning: Gradient Boosting (XGBoost, LightGBM) · Hyperparameter tuning · Feature selection & engineering · ML Pipelines · AutoML introduction
- Module 7 Deep Learning for Data Science: Neural network architecture · Keras & TensorFlow · CNN basics for image data · RNN for time series · Transfer learning introduction
- Module 8 Business Intelligence Tools: Power BI: data import, transformations, DAX, report building, dashboards · Tableau basics · Data storytelling · Executive reporting formats
- Module 9 Big Data & Cloud Basics: Big Data concepts · Pandas on large datasets · Google BigQuery · AWS S3 basics · Introduction to Apache Spark (overview)
- Module 10 Capstone Project: End-to-end Data Science project from a real business problem: data sourcing → cleaning → analysis → ML model → BI dashboard → final presentation
TOOLS & TECHNOLOGIES
| Category | Exact Text |
|---|---|
| Programming & Libraries | Python, NumPy, Pandas, Matplotlib, Seaborn, Plotly |
| Machine Learning | Scikit-Learn, XGBoost, LightGBM |
| Deep Learning | TensorFlow, Keras |
| Data Handling | SQL (PostgreSQL / MySQL) |
| Business Intelligence | Power BI, Tableau (intro) |
| Platforms | Jupyter Notebook, Google Colab |
| Version Control | Git & GitHub |
WHO SHOULD ENROLL
Who Should Enroll in This PG Diploma in ROS?
Graduates (Any Discipline)
B.E., B.Tech, B.Sc (Maths/Stats/CS), BCA, MBA graduates seeking to enter the data science and ML field.
Working IT Professionals
Software developers, QA engineers, and IT professionals looking to transition into data science or analytics roles.
Business & Analytics Professionals
Finance, marketing, or operations professionals who work with data and want to add ML and data science skills.
Non-Tech Career Changers
Professionals from non-technical backgrounds who want to enter the high-growth data science field with a structured, beginner-friendly program.
WHY CHOOSE US
- Industry-Experienced Data Scientists Learn from practising data scientists who have solved real business problems across sectors — not just academic trainers
- Tamil Nadu Market-Aligned Projects Projects are scoped to industries active in Tamil Nadu — fintech, healthcare, retail, and manufacturing — making your portfolio relevant to local employers
- Complete Data Science Lifecycle Covers data collection, cleaning, EDA, ML modelling, deep learning basics, SQL, Power BI, and deployment — end-to-end in one program
- Portfolio with Real Data Build a GitHub-hosted capstone project using real datasets — a visible proof of your data science capability for job applications
- Career Support Resume preparation, mock interviews, LinkedIn optimisation, and placement guidance from our career support team
- Flexible Batch Options Weekday, weekend, and fast-track batches — classroom in Chennai and live online for students across Tamil Nadu
CERTIFICATION
Certificate Name
PG Diploma in Data Science & Machine Learning
Issuer
Forsche Technology Solutions Private Limited
Description
Awarded on successful completion of all 10 modules and the capstone data science project. This certificate demonstrates post-graduate level competency in Python, machine learning, data analytics, SQL, and business intelligence — recognised by our global knowledge partners.
Frequently Asked Questions — PG Diploma in Robot Operating System (ROS)
What is the eligibility for the PG Diploma in Data Science?
Graduates in any discipline — B.E., B.Tech, B.Sc (Maths/Statistics/CS), BCA, MBA, or equivalent — can enrol. Working professionals from IT, finance, marketing, or operations are also welcome. No prior coding experience is required.
Is Python taught from scratch in this program?
Yes. The program begins with Python fundamentals before moving into data science libraries (NumPy, Pandas, Scikit-Learn, TensorFlow). Students with no prior programming experience can follow the structured learning path comfortably.
What is the difference between Data Science and Data Analytics?
Data Analytics focuses on exploring and reporting existing data using SQL, Excel, and Power BI. Data Science goes further — building predictive models using machine learning algorithms and generating forward-looking insights. This PG Diploma covers both layers comprehensively.
What career roles does this program prepare me for?
Graduates are prepared for roles including Data Scientist, Data Analyst, Business Intelligence Analyst, Machine Learning Engineer, and Data Engineer across BFSI, e-commerce, healthcare, and manufacturing.
Does Forsche provide placement support?
Forsche provides career support including resume preparation, mock interviews, LinkedIn profile optimisation, and project portfolio guidance. Our growing industry network helps connect graduates with relevant opportunities across Tamil Nadu and India.