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Career programme

Professional Diploma in Python with Data Science in Coimbatore

Python, statistics, machine learning, deep learning, NLP and SQL — the complete data science toolkit.

  • 6 Months
  • 480 Hours
  • 11 modules
  • Classroom / Online / Hybrid
  • TÜV SÜD + IPCS Global
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Programme overview

A 6-month diploma that turns you into a working data scientist. You learn Python, statistics, data wrangling and visualisation, then spend 120 hours on machine learning before moving into deep learning, NLP and SQL, finishing with a 60-hour capstone.

  • 6 Months

    Duration

  • 480 Hours

    Training hours

  • 11

    Modules

  • 5

    Projects

Who should join

  • Engineering, science, maths & commerce graduates
  • Analysts moving into data science
  • Software professionals
  • Final-year students

Eligibility

Any degree with basic maths comfort (final-year students welcome).

Best for: Engineering, science, maths & commerce graduates

What you'll be able to do

  • Clean, transform and explore real datasets
  • Apply statistics to business questions
  • Build and tune ML models
  • Use deep learning and NLP
  • Query databases with SQL
  • Present insights to stakeholders

The full syllabus

11 modules, 480 hours, delivered in three phases that each build on the last.

  1. 01

    Phase 1

    Foundation

    Modules 1–5 · 168 Hours

    Python, statistics, data wrangling and visualisation.

  2. 02

    Phase 2

    Modelling

    Modules 6–8 · 205 Hours

    Machine learning, deep learning and NLP.

  3. 03

    Phase 3

    Professional

    Modules 9–11 · 107 Hours

    SQL, project management and capstone.

Training hours by module480 hours in total
  • 01 Foundations of Data Science3h
  • 02 Programming for Data Science – Python60h
  • 03 Statistics & Probability for Data Science20h
  • 04 Data Wrangling & Preprocessing45h
  • 05 Data Visualization40h
  • 06 Machine Learning120h
  • 07 Deep Learning45h
  • 08 Natural Language Processing (NLP)40h
  • 09 SQL for Data Science30h
  • 10 Data Science Project Management17h
  • 11 Capstone Project60h

Module-by-module topics

1% of programme
  • Data science lifecycle & roles

13% of programme
  • Python syntax, data types & operators
  • Control flow, functions & modules
  • Lists, tuples, dictionaries & sets
  • OOP: classes, inheritance, polymorphism
  • File handling & exceptions
  • NumPy & Pandas

4% of programme
  • Descriptive statistics
  • Probability distributions
  • Hypothesis testing
  • Correlation & regression

9% of programme
  • Missing values & outliers
  • Merging & reshaping data
  • Feature engineering
  • Scaling & encoding

8% of programme
  • Matplotlib & Seaborn
  • Storytelling with data
  • Dashboards & KPIs
  • Plotly interactive charts

25% of programme
  • Supervised learning: regression & classification
  • Unsupervised learning: clustering & PCA
  • Decision trees, random forests & boosting
  • Model evaluation & cross-validation
  • Feature engineering & pipelines (scikit-learn)
  • Time-series forecasting
  • Model deployment basics

9% of programme
  • Neural network fundamentals
  • TensorFlow / Keras & PyTorch
  • CNNs for images
  • RNNs, LSTMs & sequence models

8% of programme
  • Text preprocessing & embeddings
  • Sentiment analysis & classification
  • Transformers & BERT
  • Large language models & prompting

6% of programme
  • Relational databases & normalisation
  • SELECT, JOINs & aggregations
  • Subqueries, CTEs & window functions
  • Indexes & query optimisation

4% of programme
  • CRISP-DM
  • Agile for data teams
  • Communicating results

13% of programme
  • Real dataset
  • End-to-end pipeline
  • Presentation

Tools & technologies you'll use

  • Python
  • Jupyter
  • NumPy
  • Pandas
  • Matplotlib
  • Seaborn
  • Plotly
  • scikit-learn
  • TensorFlow / Keras
  • NLTK / spaCy
  • MySQL
  • Git

Projects you'll build

  1. 1

    Project 01

    Exploratory analysis of sales data

  2. 2

    Project 02

    Loan default prediction

  3. 3

    Project 03

    Sales forecasting

  4. 4

    Project 04

    Review sentiment classifier

  5. 5

    Project 05

    Capstone data science project

How you'll be assessed

  1. 01

    Module Assessments

    Practical and theory checks at the end of each module.

  2. 02

    Project Reviews

    Trainer review of your mini projects and final project.

  3. 03

    Certification

    Issued on meeting assessment and attendance criteria.

Certification: TÜV SÜD certification + IPCS Global course certificate + Internship Certification.

Roles You'll Be Ready For

  • 1

    Data Scientist

    Builds predictive models for business decisions.

  • 2

    Data Analyst

    Analyses data and builds reports.

  • 3

    Machine Learning Engineer

    Productionises ML models.

  • 4

    Business Intelligence Analyst

    Builds dashboards and KPIs.

  • 5

    NLP Analyst

    Analyses text data at scale.

  • 6

    Research / Analytics Associate

    Supports data-driven research.

Your Growth Ladder

Click a stage to see what the role involves and its salary band.

  1. Clean data, analyse and build models.

Annual Salary Range (CTC) — ₹ Lakh per annum
Annual Salary Range (CTC) — ₹ Lakh per annum
StageMinimum (₹ lakh p.a.)Maximum (₹ lakh p.a.)
Junior Data Scientist / Analyst3.56
Data Scientist612
Senior Data Scientist / Lead1224
Principal DS / Head of Data2445

Indicative ranges for India in 2026. Lower end: Tier-2 cities such as Coimbatore and smaller firms; upper end: metros and larger companies. Guidance only, not a salary guarantee.

Skills to add next

  • Cloud data platforms
  • Spark & big data
  • MLOps
  • Advanced statistics & experimentation
  • GenAI & LLM applications

Certifications to target

  • TÜV SÜD certification
  • Microsoft Azure Data Scientist
  • Google Professional Data Engineer
  • AWS ML certifications

Upgrade path at IPCS Global

  1. 1
  2. 2

    Cloud data certifications

Your first 12 months after the course

  1. Month 0–1

    Get Visible

    Polish your resume and portfolio; apply through the IPCS placement cell's drives.

  2. Month 1–3

    First Role

    Join as a Junior Data Scientist / Analyst.

  3. Month 3–6

    Get Certified

    Earn one certification from the list above.

  4. Month 6–12

    Specialise

    Pick a specialisation and own a project, system or channel.

Global opportunity: IT skills are the most globally portable: remote roles, freelance projects and overseas opportunities (GCC, Europe, US, Singapore) are all realistic with experience and a strong portfolio.

Placement support

Technical skill gets you noticed — presentation and confidence get you hired. Every learner goes through a structured career-readiness track alongside their course. Professional Diploma in Python with Data Science learners get 100% placement assistance from our Coimbatore placement cell.

  • Dedicated Placement Cell

    An in-house team works with industry partners to line up interviews, drives and referrals — supporting learners until they are placed, not just until the course ends.

  • Resume Building

    One-on-one sessions to craft an achievement-focused resume tailored to the role and industry each learner is targeting.

  • Aptitude Training

    Structured practice in quantitative aptitude, logical reasoning and verbal ability — the areas most recruiters screen first.

  • Personality Development & Talentino

    Communication, body-language and workplace-readiness coaching, plus our in-house talent showcase sessions.

  • Mock Interviews & Group Discussions

    Simulated technical and HR panels and GD rounds, so the first real interview never feels like the first.

Final selection depends on each learner's skills and interview performance. See recent placements

Course fees

Contact for fees

The fee for Professional Diploma in Python with Data Science depends on the batch type and learning mode you choose. Call or WhatsApp +91 80860 96664 for the current fee and any instalment options, or book a free demo class first.

Ask for fees

Batch timings

Batches: Weekday · Weekend · Fast-track. Mode: Classroom / Online / Hybrid.

  • Weekday Batches: Regular daytime batches for students and freshers.
  • Weekend Batches: Saturday–Sunday batches for working professionals.
  • Fast-Track Batches: Intensive schedules to finish sooner.

Exact class timings are fixed for each new batch — our counsellors will share the next start date. Centre hours: Mon–Sat, 9:00 AM – 7:00 PM.

Professional Diploma in Python with Data Science: frequently asked questions

Professional Diploma in Python with Data Science runs for 6 Months with 480 hours of training across 11 modules and 5 hands-on projects. You can choose a weekday, weekend or fast-track batch at our Peelamedu centre.

Any degree with basic maths comfort (final-year students welcome). Best suited for: Engineering, science, maths & commerce graduates. It is also a good fit for Engineering, science, maths & commerce graduates, Analysts moving into data science and Software professionals.

You will work hands-on with Python, Jupyter, NumPy, Pandas, Matplotlib, Seaborn, Plotly and scikit-learn, among others. Modules include Foundations of Data Science, Programming for Data Science – Python, Statistics & Probability for Data Science and Data Wrangling & Preprocessing.

Typical roles include Data Scientist, Data Analyst, Machine Learning Engineer and Business Intelligence Analyst. The indicative starting range for a Junior Data Scientist / Analyst is ₹3.5–6 lakh per annum; this is guidance only, not a salary guarantee. Our placement cell supports you with resume building, mock interviews and interview drives.

TÜV SÜD certification + IPCS Global course certificate + Internship Certification. IT, AI & Software programmes are delivered at IPCS Global Coimbatore, an ISO 9001:2015 certified institute.

Fees depend on the batch type you choose. Please call or WhatsApp +91 80860 96664 for the current fee and any offers, or book a free demo class to meet the trainers first.

Anything else? Call +91 80860 96664 or visit the Coimbatore branch (Mon–Sat, 9:00 AM – 7:00 PM).

Book Your Free Demo Session Today

Sit in on a live Professional Diploma in Python with Data Science class, meet the trainers and see the labs before you enrol.

Book Your Free Demo Session Today

Sit in on a live Professional Diploma in Python with Data Science class, meet the trainers and see the labs before you enrol.