- iPEC Solutions — Flagship Programme
Python for Data Science and AI
Python has become the most widely used programming language in Data Science, Artificial Intelligence, Machine Learning, Data Analytics, Automation, and Cloud Computing.
- 100% Placement Support
- Duration : 3,6,12 Months programme
- Mode: Offline / Online
Technology Tracks
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Hands-On Training
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Real-World Projects
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About the Programme
The demand for professionals skilled in Python, Data Science, and Artificial Intelligence continues to grow rapidly. Companies seek experts who can transform raw data into actionable insights and develop intelligent systems that improve business operations.
This Python for Data Science and AI Training Program provides practical and job-oriented training that helps learners master Python programming and apply it to real-world data science and AI challenges.
Participants learn how to collect, clean, analyze, and visualize data using industry-standard Python libraries. They also gain exposure to machine learning algorithms, predictive analytics, and AI concepts that are widely used in modern businesses.
The training emphasizes hands-on learning through projects, assignments, case studies, and capstone development. By the end of the program, learners will have a strong portfolio showcasing their Python and AI expertise.
Global certifications programme
Curriculum
Python for Data Science & Artificial Intelligence Program
Master Python programming, data analysis, visualization, statistics, machine learning, artificial intelligence, deep learning, and real-world project development through a structured industry-focused curriculum.
| Phase | Module | Topics Covered | Duration |
|---|---|---|---|
| Phase 1 | Python Fundamentals | Variables, Data Types, Operators, Input Output | 1 Week |
| Phase 2 | Control Structures | Loops, Conditions, Functions | 1 Week |
| Phase 3 | Advanced Python | OOP, Modules, Exception Handling | 1 Week |
| Phase 4 | Data Structures | Lists, Tuples, Sets, Dictionaries | 1 Week |
| Phase 5 | NumPy | Arrays, Matrix Operations, Mathematical Functions | 1 Week |
| Phase 6 | Pandas | Data Cleaning, Transformation, Analysis | 2 Weeks |
| Phase 7 | Data Visualization | Matplotlib, Seaborn, Dashboard Concepts | 1 Week |
| Phase 8 | Statistics for Data Science | Probability, Distributions, Hypothesis Testing | 1 Week |
| Phase 9 | Machine Learning | Regression, Classification, Clustering | 2 Weeks |
| Phase 10 | Artificial Intelligence | AI Concepts, Intelligent Systems | 1 Week |
| Phase 11 | Deep Learning Introduction | Neural Networks, TensorFlow Basics | 1 Week |
| Phase 12 | Capstone Project | End-to-End Data Science Project | 2 Weeks |
Tools covered
What You Receive
Everything You Need to Succeed
We provide every resource, tool, and support system needed — from your first lesson all the way through to job placement. Nothing is left to chance.
Textbooks
Structured Notes
Cheatsheets
Practice Questions
Interview Preparation Kit
Portfolio Creation
Resume Building with Latest Tools
Real-World Projects
Case Studies
Coding Challenges
Weekly Activities
Daily Activity Report
Continuous Evaluation
Mentoring & Guidance
Doubt Clarification Sessions
Assignments with Feedback
Hands-On Projects
Projects You'll Complete
Sales Data Analysis Dashboard
Analyze sales data and generate business insights using Python, Pandas, and visualization libraries.
Customer Churn Prediction
Develop a machine learning model to predict customer attrition.
AI-Powered Recommendation System
Build a recommendation engine for products and services.
Stock Market Data Analysis
Analyze financial datasets and identify trends using Python.
End-to-End Data Science Capstone
Design and deploy a complete data science solution from data collection to model deployment.
Final Capstone Project
Solve a complete business problem from data cleaning to insight presentation and model explanation.
What You Will Learn
Skills & Knowledge You'll Walk Away With
- Python Programming Fundamentals
- Advanced Python Concepts
- Object-Oriented Programming
- Data Structures and Algorithms
- Data Cleaning Techniques
- Machine Learning Fundamentals
- Predictive Analytics
- Classification Algorithms
- Regression Models
- Artificial Intelligence Concepts
- Model Evaluation Techniques
- Project Development
Who Should Join
Built for Every Learner
No matter your background, age, or starting point — if you are committed, this programme is designed to take you to the next level.
Students & Fresh Graduates
Build real AI skills alongside your degree and stand out in the job market from day one — any graduation or UG background welcome.
Career Switchers
Transition into data, AI, or tech from any field — structured, step-by-step, with full mentor support and placement assistance.
Working Professionals
Upskill in AI and data to amplify your impact, earn promotions, and future-proof your career across any industry.
Entrepreneurs
Harness GenAI, automation, and data insights to make smarter decisions and build faster with a competitive AI edge.
Educators & Trainers
Integrate AI literacy and modern tools into your teaching to stay ahead of the curriculum and inspire the next generation.
Curious Beginners
Zero prior experience? No coding background needed. We start from absolute basics and move at your pace with full support.
Business & Operations Professionals
Marketing, sales, and ops professionals working with AI tools who need foundational knowledge and practical fluency.
Managers & Leaders
Evaluating AI adoption strategies and needing AI literacy to make informed decisions about technology investments.
Analysts & Researchers
Professionals from diverse fields who want to augment their analytical capabilities using AI tools and methodologies.
Career Assurance
Job Guarantee & Career Assurance Track
The Industries Hiring Python Data Science Professionals at iPEC Solutions is built with a career-focused approach. Learners receive AWS Certified AI Practitioner structured training, project-based practice and certification guidance to help them present their skills more confidently. iPEC’s course pages mention course certificates, project certificates, internship certificates for some programmes, AWS Certified AI Practitioner and Google Gen AI certification mentions for advanced tracks, along with online/offline/blended learning options.
- 100% Job Assistance & Placement Support through iPEC AI-Hire Hub
- Career Readiness Bootcamp: resume optimisation, mock interviews, LinkedIn building
- Guaranteed Internship for eligible learners
- Access to 50+ Hiring Partners through iPEC AI-Hire Hub
- AI Interview Simulation & Big 5 Personality Assessment
- Portfolio & Resume built with latest AI tools
Career Opportunities
Professionals trained in Python for Data Science and AI are in demand across multiple industries.
Artificial Intelligence Startups
Research Institutions
Government Organizations
Logistics and Supply Chain
Insurance
Education Technology
Telecommunications
Retail and E-Commerce
Manufacturing
Banking and Financial Services
Why Choose iPEC Solutions
iPEC Solutions presents itself as an AI training institute in Bangalore offering AI, Machine Learning, Data Science, Power BI and IT skill development programmes, with 18 years of experience and thousands of trained learners.
18 years of training and technology education experience
Hands-on learning with practical projects and datasets
Online, offline and blended learning modes
Dedicated support for job preparation and placement opportunities.
Industry-recognized course completion certificate.
Develop a strong project portfolio to showcase your skills.
High-quality training at competitive pricing.
Receive guidance throughout your learning journey.
Programme Director
Fathima Afroz
Programme Director — AI-Generalist Programme
- BE, M.Tech — Research @ NITK Surathkal
- 22 Years of Experience in Academic & Industry
- Areas of Interest: Data Science, Machine Learning, NLP, Speech Recognition
- Expertise in designing industry-aligned AI curriculum
- Mentor to hundreds of successful AI and data science professionals
FAQ
1. Who can join the Python for Data Science and AI Training Program?
Students, graduates, working professionals, and career changers interested in Python, Data Science, or AI can join.
2. Do I need prior programming knowledge?
No. The program starts from Python basics and gradually progresses to advanced concepts.
3. Is Python important for Data Science?
Yes. Python is one of the most widely used programming languages for Data Science, Machine Learning, and Artificial Intelligence.
4. Will I work on real-world projects?
Yes. Learners complete six hands-on projects and one capstone project.
5. What tools will be covered?
Python, NumPy, Pandas, Matplotlib, Seaborn, Scikit-Learn, and TensorFlow fundamentals.
6. Is certification provided?
Yes. Participants receive a course completion certificate.
7. Does the program include placement support?
Yes. Resume building, interview preparation, and placement assistance are included.
8. What career opportunities are available after completion?
Graduates can apply for roles such as Python Developer, Data Analyst, Data Scientist, Machine Learning Engineer, and AI Engineer.
Become an expert in your field with our Offline/ online courses.
Unlock your full potential with our expert-led Offline / online courses. Gain practical knowledge and advance your career in your chosen field.
What Our Students Say
Student Experiences: In Their Own Words
Hear from our successful students who have transformed their careers with iPEC’s hands-on training. From mastering AI and automation to securing top industry roles, our graduates share how iPEC’s expert mentorship, real-world projects, and career-focused learning helped them achieve their dreams.
We offer accessible, comprehensive learning resources to help students achieve their academic and career goals.
iPEC Solutions is a service-oriented organization in Information Technology (IT) domain, founded with the aim to create significant space into IT Training & Consulting, Managed IT Services & Tech Transformation.
Company Info.
Company: IPEC Solutions Pvt. Ltd.
Address: #234,1st Floor, SK Complex, Utharahalli Main Rd, 5th Stage, RR Nagar, Channasandra Bangalore – 560 098 Karnataka, India
Contact no.: +91 6366373030
Email: contact@ipecsolutions.com
Address: #234,1st Floor, SK Complex, Utharahalli Main Rd, 5th Stage, RR Nagar, Channasandra Bangalore – 560 098 Karnataka, India
Contact no.: +91 6366373030
Email: contact@ipecsolutions.com
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