Data Science & Analytics Course – Get Job-Ready with Maharashtra’s Trusted IT Training Institute in Pune
Build real world Analytics skills, work on business data sets and land your first role
as Data Analyst or BI executive.
Few Seats Available Upcoming Batch 22th Dec 2025
Initium Learning offers an industry-aligned Data Science and Data Analyst course in
Pune that combines practical learning with real-time tools like Excel, SQL, and Power BI. Our structured program,
led by expert trainers, prepares you for real-world roles in data analytics and business intelligence.
Pune that combines practical learning with real-time tools like Excel, SQL, and Power BI. Our structured program,
led by expert trainers, prepares you for real-world roles in data analytics and business intelligence.
Duration
5 months
Training
Online/ Classroom
Eligiblility
Any graduate degree/ pursuing degree
Offerings
Data Science & Data Analytics Course Curriculum
Syllabus
Module 1: Fundamentals & Excel for Analytics #Excel
+Topics Covered: Introduction to Data Analytics; Types of data; Data collection & cleaning; Excel basics; Formulas & functions; Named ranges; Data validation; Pivot tables; Conditional formatting
Tools: Excel
Project: Sales dataset analysis (retail / local)
Module 2: SQL & Database Analytics #Database
+Topics Covered: Database fundamentals; SQL queries (SELECT, JOIN, GROUP BY, subqueries); Aggregate functions; Window functions; Data extraction & filtering
Tools: MySQL / PostgreSQL
Project: Customer/transaction database analysis
Module 3: Python for Data Analytics #Python
+Topics Covered: Python basics (variables, loops, functions); Libraries: NumPy, pandas; Data manipulation; Handling missing data; EDA (Exploratory Data Analysis)
Tools: Jupyter Notebook, pandas
Project: Data cleaning & analysis from real dataset
Module 4: Statistics & Probability #Stats
+Topics Covered: Descriptive statistics; Probability distributions; Hypothesis testing; Correlation & regression
Tools: --
Case Study: Correlation between features & targets
Module 5: Data Visualization & BI Tools #Visualization
+Topics Covered: Visualization principles; Matplotlib, Seaborn; Dashboarding; Introduction to BI tools like Power BI / Tableau
Tools: Power BI / Tableau
Project: Interactive dashboard for a business metric
Module 6: Advanced Analytics & ML Basics #MachineLearning
+Topics Covered: Introduction to machine learning; Supervised vs unsupervised; Linear regression; Logistic regression; Clustering
Tools: scikit-learn
Case Study: Build a simple predictive model
Module 7: Real-World Projects & Capstone #Capstone
+Topics Covered: End-to-end analytics pipeline; Data preparation → Modeling → Visualization → Insights
Tools: All above tools combined
Project: Solve a local business problem (e.g., Maharashtra region, retail / agriculture / marketing)
Module 8: Soft Skills & Career Prep #Career
+Topics Covered: Resume building; Interview prep; Domain knowledge; Business communication
Tools: —
Activities: Mock interviews, industry case discussions
Tools & Technologies You’ll Master:
Key Benefits of the Data Science & Analytics Program
20+ Case Studies & Mini-Projects
Gain hands-on experience with real-world business problems across diverse industries such as finance, healthcare, retail, and technology. Each project is designed to help you apply analytical concepts and tools to practical scenarios—preparing you for challenges you’ll face in your data-driven career.
Live Interactive Sessions
Learn directly from industry experts through engaging live classes. Get your doubts cleared instantly, participate in discussions, and work on collaborative exercises that make learning more dynamic and result-oriented.
1:1 Doubt-Solving Sessions
Receive personalized guidance with one-on-one mentorship sessions. Our mentors help you strengthen core concepts, review your projects, and provide feedback to ensure you’re industry-ready.
Global & Local Certifications
Earn recognized certifications that validate your skills both locally and globally. These credentials boost your resume and open doors to career opportunities in India and abroad.
Internship / Capstone Project
Apply everything you’ve learned in a real-world environment through an internship or a capstone project. This final stage helps you build a strong portfolio, demonstrate your skills to employers, and gain valuable industry exposure.
Frequently Asked Questions
Internship & Placement Assistance
100% Internship Opportunity(T&C Apply)
Gain hands-on industry exposure with real-time internship opportunities.
Dedicated Placement Cell
- Interview Opportunities with Hiring Partners
- Resume Building & Mock Interviews
- Career Counseling from SAP Experts
Trusted by Learners Across India
I had a great experience with Initium Learning Private Limited, one of the best institutes for SAP training. Despite coming from a commerce background, I found the training to be smooth, well-structured, and easy to understand. The online sessions were highly interactive, and the constant support and guidance provided by the team made the learning journey very effective. Thanks to the exceptional training and strong support system at Initium Learning, I was able to clearly understand each concept and successfully clear the SAP Global Certification in SuccessFactors Employee Central on my first attempt. I'm especially grateful for the dedicated management and trainers, whose efforts helped me not only pass the exam but also secure a position as an SAP Consultant in a reputed company. I highly recommend Initium Learning Private Limited to anyone aspiring to build a career in SAP.
Neha Shinde
My time at Initium learning was enriching. I had joined the Initium learning for my SAP FI course during that course I had experienced that the professors are passionate and approachable, and I found the coursework to be challenging yet rewarding. The faculty members are extremely co-operative and Supportive. Highly recommend for students looking for both academic and personal growth.”
Yash Godavale
I had a great learning experience with Initium Learning Institute during my SAP SD training. The instructors were knowledgeable and explained complex concepts in a clear and practical way. The course was well-structured, with hands-on exercises that helped me gain confidence in real-time scenarios. I recommend Initium for anyone looking to build a solid foundation in SAP.
Prathamesh Takawale
I had a great experience with Initium Learning Institute. Their practical SAP FI training and strong placement support helped me secure a role as an FI Consultant at Abhiyanta. The training was industry-relevant and prepared me well for real-time work. Highly recommended for anyone looking to build a career in SAP.
Tushar Jadhav
Initium Learning Ranked Among Top Data Science and Analytics Ai Institutes in India by Industry Professionals.
Counselling
+91 7517505057, +91 7517505059
Training and Sales Office
Office No.1205, 12th Floor, 7 Business Square, near Centro Mall, Shivajinagar, Pune, Maharashtra 411016
