📊 Data & Business Intelligence

Turn Campus Students into Industry Data Analysts.

Deliver end-to-end data analytics and data science training: from querying relational databases with SQL and automated data wrangling with Python, to building executive Power BI dashboards.

  • 🛡️ ISO 9001:2015 Certified
  • 🏛️ AICTE & NEP 2020 Aligned
  • 💻 Zero-Setup Cloud Sandbox Labs
Explore Curriculum Modules ↓
For College Deans, Principals, TPOs, Placement Cells, HODs & Faculty Teams
⭐
94% Placement Success Verified Campus Drives
Data Analytics & Data Science Training for Colleges
📈 Data-Driven Campus

Hands-On Campus Sandbox Labs

SQL Databases, Python Analytics & Power BI Dashboards

🎓 AICTE & NEP Aligned
💼 850+ Hiring Partners
🧪 Hands-on Cloud Sandboxes
📜 Authorized Certificates
🏛️
50+ Partner Campuses Pan-India & GCC Universities
Top Tech Recruiters Hiring From 4Achievers Campus Partner Drives
TCS
Infosys
Wipro
Accenture
Capgemini
Cognizant
Amazon
IBM
Microsoft
HCL Tech
Deloitte
🏛️
50+
Engineering Colleges & Universities

Official institutional partners across Delhi NCR, Bangalore, Pune, Hyderabad & GCC.

👨‍🎓
45,000+
Campus Students Trained

Graduates empowered with production-grade AI, Cloud, Data & Testing skills.

🏢
850+
Corporate Hiring Partners

Connecting partner campus students to exclusive on-campus & pooled recruitment drives.

💻
100%
Hands-On Cloud Sandbox Labs

Browser-accessible sandboxes with zero software installation burden on college IT.

Structured Syllabus & Modules

Curriculum Architecture & Practical Lab Tracks

A rigorous, hands-on syllabus designed around real engineering problem-solving, project milestones, and placement test patterns.

Module 01 Practical Lab

Advanced Excel & Business Data Modeling

Dynamic array formulas (XLOOKUP, FILTER), Pivot tables, What-If analysis, data validation rules, and automated reporting macros.

Advanced ExcelXLOOKUPPivot TablesMacros
Module 02 Practical Lab

SQL Relational Databases & Query Engineering

Complex SQL joins, nested subqueries, Common Table Expressions (CTEs), window ranking functions, aggregations, and query optimization.

PostgreSQL / MySQLComplex JoinsWindow FunctionsCTEs
Module 03 Practical Lab

Python for Data Analytics & Wrangling

NumPy multidimensional arrays, Pandas dataframes, handling missing data, string transformations, date-time manipulations, and merging datasets.

Python 3PandasNumPyData Cleaning
Module 04 Practical Lab

Exploratory Data Analysis (EDA) & Visualization

Statistical distributions, correlation heatmaps, box plots with Matplotlib & Seaborn, and extracting actionable business insights from raw data.

MatplotlibSeabornStatistical EDAVisual Insights
Module 05 Practical Lab

Power BI & Tableau Executive Dashboards

Data modeling, DAX measures, star schema relationships, interactive slicers, KPI cards, drill-through reports, and business storytelling.

Power BIDAX FormulasStar SchemaTableau
Module 06 Practical Lab

Machine Learning Foundations for Analysts

Supervised linear & logistic regression, decision tree classifiers, clustering algorithms, train-test splits, and model evaluation metrics with Scikit-Learn.

Scikit-LearnRegressionClassificationModel Metrics
Tools, Frameworks & Technologies Taught:
⚡ Python⚡ SQL⚡ Power BI⚡ Excel VBA⚡ Pandas⚡ NumPy⚡ Tableau⚡ Scikit-Learn
Flexible Institutional Execution

Built Around Your Academic Architecture

Whether you require physical industry mentors on your college premises, virtual cloud labs, or curriculum credit courses, we provide an adaptable engagement model.

🏫

On-Campus Live Bootcamps

Senior corporate trainers and industry practitioners deployed directly to your college computer labs for immersive physical training batches.

  • ✓ Dedicated industry mentor at your campus
  • ✓ Live hands-on lab supervision & debugging
  • ✓ Direct student interaction & physical capstone vivas
Best for: Semester Tech Weeks & Placements
🌐

Virtual Sandbox & Hybrid Labs

Live interactive classes with 24/7 cloud sandbox access. Zero software installation on college machines; students access everything in-browser.

  • ✓ Pre-configured cloud dev environments
  • ✓ Session recordings & digital code repositories
  • ✓ Real-time attendance & assignment LMS tracking
Best for: Ongoing Evening & Weekend Tracks
📜

Semester-Embedded Credit Courses

Seamlessly mapped with your university syllabus (CSE, IT, ECE, Mechanical, MCA) to award academic credits compliant with NEP 2020 guidelines.

  • ✓ Formal curriculum mapping with HODs
  • ✓ Periodic internal assessments & grade sheets
  • ✓ Industry recognized co-branded certification
Best for: Formal Academic Credit Integration
Institutional Alignment

A Training Architecture Shaped Around Your Cohort

Every engineering college has distinct placement targets, department strengths, and academic schedules. 4Achievers customizes the syllabus, batch size, and milestone assessments before program launch.

  • ✓ AICTE & NEP 2020 Compliant: Focus on skill development, multidisciplinary projects & experiential learning.
  • ✓ Tailored Department Tracks: Differentiated curriculums for CSE/IT, ECE, Electrical, and Non-Circuital branches.
  • ✓ Zero IT Infrastructure Overhead: Cloud-hosted sandboxes eliminate local server and installation bottlenecks.
  • ✓ TPO Placement Integration: Regular performance scorecards shared with placement cells to shortlist top performers.
Applied Project Portfolios on Real Datasets
🎓 AICTE & NEP 2020 Aligned

Applied Project Portfolios on Real Datasets

Students work on real retail, healthcare, and fintech datasets, producing GitHub and Tableau/Power BI portfolios.

₹4.5 LPA – ₹10 LPA Data Careers
Seamless Implementation

From Campus Requirement to Placement Drive

A proven, five-stage operational framework ensuring smooth coordination with your TPO, HODs, and academic schedule.

01

Needs Discovery

Consult with college leadership, HODs & TPO to assess batch size, branch needs, and placement targets.

02

Curriculum Mapping

Design a tailored syllabus, select practical capstone topics, and finalize commercial terms.

03

Schedule & Labs

Align training slots with college timetable, provision cloud sandboxes, and assign dedicated trainers.

04

Hands-on Delivery

Conduct live interactive sessions, mentor capstones, and monitor student lab submissions on LMS.

05

Assessment & Drives

Conduct coding assessments, issue co-branded certificates, and initiate campus hiring partner drives.

Campus Placement Proof

Engineering Students Placed from Partner College Drives

Real success stories of students who transformed their technical capabilities through 4Achievers institutional programs.

Akash Sharma

Akash Sharma

B.Tech CSE • Placed at Accenture
🚀 Cloud & DevOps Engineer • ₹7.5 LPA

"The hands-on AWS & Docker labs conducted at our college gave me practical skills that pure theory books never covered. In my technical round, I easily cleared live architecture questions."

Pooja Deshmukh

Pooja Deshmukh

B.Tech IT • Placed at Capgemini
📊 AI & Data Analyst • ₹6.8 LPA

"4Achievers conducted our 6th-semester Data Analytics & Python bootcamp. The faculty was outstanding, helping us build GitHub capstone projects that directly impressed the campus interviewers."

Rahul Verma

Rahul Verma

B.Tech ECE • Placed at Cognizant
🧪 QA Automation Engineer • ₹6.2 LPA

"Coming from an ECE background, I was nervous about software testing roles. The Selenium and API testing modules gave me the confidence to ace both the technical coding round and managerial interview."

Institutional Inquiries

Frequently Asked Questions

Specific questions from College Principals, Deans, Placement Officers (TPOs) and HODs about this program track.

Is this suitable for non-programming students (BBA/B.Com/ECE)?
Yes! We start with Excel and SQL, which are low-code and logic-driven, before introducing Python step-by-step with practical exercises.
What software licenses are required?
We use open-source tools (Python, MySQL, PostgreSQL) and free desktop editions of Power BI and Tableau. No paid institutional software licenses are needed.
Do students receive industry dataset access?
Yes, students analyze real sanitized datasets from e-commerce, banking, healthcare, and logistics sectors during capstone assignments.
What job profiles does this program target?
Graduates qualify for Data Analyst, Business Analyst, BI Developer, Junior Data Scientist, and Analytics Consultant roles during campus placements.

Empower Your Engineering Students with Future-Ready Tech Skills.

Partner with 4Achievers to launch AICTE-aligned technical training, practical cloud sandboxes & placement drives at your institution.

WhatsApp Us 💬

📊 Data Science, Machine Learning & Generative AI in India (Noida, Delhi NCR, Bangalore, Mumbai, Pune, Hyderabad & Online) — 2026 Fees, Batch Schedule, Syllabus & Placement Report

Compare 4Achievers' updated 2026 fee structure, 0% No-Cost EMI plans, upcoming weekday/weekend cohorts, hands-on module breakdown, and top hiring companies across Noida Sector 62, Bangalore Whitefield/ORR, Hyderabad HITEC City, Pune Hinjewadi, Mumbai BKC & Gurgaon Cyber City.

1. 2026 Course Fee Structure, Duration & 0% EMI Options in India (Noida, Delhi NCR, Bangalore, Mumbai, Pune, Hyderabad & Online)

Training TrackDuration2026 Course Fee0% No-Cost EMILab & Placement Support
Self-Paced + Cloud SandboxFlexible (1 Yr Access)🔒 Request Self-Paced Fee PDF →AvailableRecorded Labs + Resume Review
Live Instructor-Led (Pan-India Live Online & Campus Hybrid) ⭐ Most Popular6 Months (240+ Hours Live Cloud GPU Labs)📥 Get 2026 Live Batch Fee →0% No-Cost EMI & Up to 30% Scholarship Available24/7 Live Sandbox + Unlimited Mock Interviews
100% Placement-Assisted Job Bootcamp6 Months (240+ Hours Live Cloud GPU Labs) + Internship🎓 Check Job Bootcamp Fee →Up to 12 Months 0% EMIDedicated Placement Cell + 6-Week Industrial Letter

2. Upcoming November 2026 Batch Schedule (India (Noida, Delhi NCR, Bangalore, Mumbai, Pune, Hyderabad & Online))

Batch TypeStart DateClass Timings (IST)ModeSeat Availability
Weekday Regular Cohort06 Nov 2026 (Mon–Fri)10:00 AM – 12:00 PMClassroom & Live Online🔥 Only 4 Seats Left
Weekend Working-Pro Cohort08 Nov 2026 (Sat–Sun)11:00 AM – 02:00 PMClassroom & Live Online✅ Open (5 Seats Left)
Evening Fast-Track Cohort11 Nov 2026 (Mon–Fri)08:00 PM – 10:00 PMLive Interactive Online✅ Open for Enrollment

3. 2026 Updated Syllabus Modules & Tool Stack (Python, SQL, Scikit-Learn, TensorFlow, PyTorch, LangChain, LangGraph, RAG, OpenAI/Llama-3, AWS SageMaker, MLflow & Power BI)

ModuleCore Topics, Practical Labs & Deliverables
Module 1Python Programming for Data Science, SQL Data Wrangling & Applied Statistics
Module 2Supervised & Unsupervised Machine Learning (XGBoost, Random Forest, Ensemble Tuning)
Module 3Deep Learning Architectures: ANN, CNN, RNN, Transformers & Computer Vision
Module 4Natural Language Processing (NLP), Vector Databases (Pinecone/FAISS) & Embeddings
Module 5Generative AI & Agentic AI: RAG Pipelines, LangGraph Multi-Agent Systems & Fine-Tuning
Module 6MLOps Deployment (Docker, FastAPI, AWS SageMaker) + 8 Real-World MNC Capstone Projects

4. Top Hiring Companies & 2026 Salary Packages in India (Noida, Delhi NCR, Bangalore, Mumbai, Pune, Hyderabad & Online)

Local Tech CorridorsTop Hiring MNCs & GCCsFresher (0–2 Yrs)Mid-Level (2–5 Yrs)Senior / Lead (5+ Yrs)
Noida Sector 62, Bangalore Whitefield/ORR, Hyderabad HITEC City, Pune Hinjewadi, Mumbai BKC & Gurgaon Cyber CityTCS, Infosys, HCLTech, Accenture, Deloitte USI, Walmart Global Tech, JPMorgan, Barclays & Jio Platforms₹6.0 LPA – ₹10.5 LPA₹12.0 LPA – ₹22.0 LPA₹24.0 LPA – ₹45.0 LPA

🎓 Download 2026 Data Science, Machine Learning & Generative AI Syllabus PDF, Fee Brochure & Book Free Demo Class

Enter your WhatsApp number below to receive the complete module-wise PDF, scholarship discount coupon, and free demo link for India (Noida, Delhi NCR, Bangalore, Mumbai, Pune, Hyderabad & Online):

Program Scope