- iPEC Solutions — Flagship Programme
Advanced Data Science and AI Certification
The Advanced Data Science and AI certification programme is designed for learners who want more than basic analytics training. This course helps students, graduates, working professionals and career switchers build strong skills in Python, Excel, SQL, Power BI, statistics, machine learning, Generative AI, cloud AI concepts and real-world data projects.
- 100% Placement Support
- Duration : 3,6,12 Months programme
- Mode: Offline / Online
Technology Tracks
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Real-World Projects
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About the Programme
A basic data course may teach tools, but today’s companies need professionals who can connect data, automation and AI to business outcomes. The Advanced Data Science and AI certification is useful because modern job roles increasingly expect learners to understand data analysis, machine learning, dashboards, AI-powered automation and Generative AI workflows together.
The World Economic Forum’s Future of Jobs Report 2025 identifies technological change as one of the major forces reshaping work by 2030. It also highlights the growing importance of AI, big data and technological literacy across industries.
This matters because employers are not only looking for people who can run Python code. They want candidates who can clean messy data, write SQL queries, create Power BI reports, build predictive models, explain AI outputs and communicate insights clearly. An advanced certification programme gives learners a structured path instead of scattered learning from random tutorials.
For learners in Bangalore and Karnataka, iPEC Solutions’ advantage is that it offers Data Science and AI training with hands-on projects, job placement assistance and flexible learning modes.
Global certifications programme
Curriculum
14-Phase Data Science & AI Program
A practical curriculum covering data science foundations, Excel, SQL, Python, statistics, visualization, Power BI, machine learning, advanced AI concepts, generative AI, cloud AI, certification preparation, capstone work, and career readiness.
| Phase | Module | Topics Covered | Practical Outcome |
|---|---|---|---|
| Phase 1 | Data Science & AI Orientation | AI use cases, data science lifecycle, career paths, project roadmap | Understand how data science and AI solve business problems |
| Phase 2 | Excel for Analytics | Data cleaning, formulas, pivot tables, charts, reporting templates | Build structured reports from raw datasets |
| Phase 3 | SQL for Data Analysis | SELECT, WHERE, JOIN, GROUP BY, subqueries, case statements | Extract business insights from databases |
| Phase 4 | Python Programming | Variables, functions, loops, files, error handling, libraries | Write Python scripts for data tasks |
| Phase 5 | Python for Data Science | NumPy, Pandas, data frames, missing values, transformations | Clean and prepare datasets for modelling |
| Phase 6 | Statistics & EDA | Probability, correlation, distributions, outliers, hypothesis basics | Understand patterns before building models |
| Phase 7 | Data Visualization | Matplotlib, chart selection, insight storytelling, dashboard thinking | Present data clearly to business users |
| Phase 8 | Power BI | Data modelling, DAX basics, slicers, filters, KPI dashboards | Build interactive business intelligence dashboards |
| Phase 9 | Machine Learning | Regression, classification, clustering, model training, validation | Create predictive models using real datasets |
| Phase 10 | Advanced AI Concepts | NLP basics, recommendation systems, AI workflows, automation logic | Understand applied AI use cases |
| Phase 11 | Generative AI | Prompt engineering, Gen AI tools, AI productivity workflows, responsible use | Use AI tools for practical business tasks |
| Phase 12 | Cloud AI & Certification Prep | AWS AI concepts, Google Gen AI awareness, certification roadmap | Prepare for external AI certification pathways |
| Phase 13 | Capstone Project | End-to-end project, documentation, presentation, review | Build portfolio-ready proof of skills |
| Phase 14 | Career Preparation | Resume, LinkedIn, mock interviews, job role mapping | Prepare for Data Science and AI job opportunities |
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
The biggest weakness in many certification courses is that learners finish with a certificate but no strong portfolio. This Advanced Data Science and AI certification should focus on practical output: dashboards, notebooks, models, automation workflows and capstone presentations.
Sales Analytics Dashboard
Use Excel, SQL and Power BI to analyse sales data, identify top-performing products, track revenue trends and create a leadership-ready dashboard.
Customer Churn Prediction Model
Use Python and machine learning to predict which customers are likely to stop using a service. Learners practise data cleaning, feature selection, model training and result interpretation.
Retail Demand Forecasting
Analyse historical sales data and build a forecasting model to estimate future demand. This project is useful for retail, inventory and supply chain use cases.
Healthcare Data Analysis Case Study
Work with healthcare-style datasets to identify patterns, risk indicators and operational insights. This helps learners understand how AI and analytics support decision-making.
AI-Powered Business Dashboard
Use Python and Generative AI tools to create automated summaries from data reports. This project shows how AI can reduce manual reporting time.
Final Capstone Project
Complete an end-to-end Data Science and AI project: problem statement, data cleaning, analysis, visualization, machine learning, AI-assisted reporting and final presentation.
What You Will Learn
Skills & Knowledge You'll Walk Away With
The Advanced Data Science and AI certification should help learners move from foundation-level data handling to advanced applied AI problem-solving.
- Python programming for data science and automation
- Advanced Excel for data cleaning, reporting and analysis
- SQL for database querying, joins, subqueries and business analysis
- Power BI for interactive dashboards and visual storytelling
- Statistics, probability and exploratory data analysis
- Data visualization using charts, dashboards and storytelling methods
- Power BI for interactive dashboards, KPIs and business intelligence
- Machine learning algorithms for regression, classification and clustering
- Model evaluation, accuracy, bias, overfitting and performance improvement
- Generative AI tools for research, productivity and business automation
- Prompt engineering for better AI-assisted outputs
- AWS AI Practitioner concepts and AI/ML cloud awareness
- Google Gen AI concepts and responsible AI adoption
- Capstone project development for interview and portfolio readiness
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 Advanced Data Science and AI certification at iPEC Solutions should be positioned as a career-focused programme, not only a classroom course. iPEC’s course list mentions the Advanced Certified Professional in AI-Data Science as a 6-month Executive Programme with AWS Certified AI Practitioner and Google Gen AI certification references, online/offline/blended mode and job guarantee/career assurance wording.
- 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
After completing an Advanced Data Science and AI certification, learners can explore roles across IT, fintech, healthcare, retail, education, manufacturing, logistics, consulting, e-commerce, marketing analytics and business operations.
Generative AI Workflow Executive
AI Support Associate
Business Intelligence Analyst
Python Data Analyst
SQL Analyst
Power BI Developer
AI Automation Analyst
Machine Learning Associate
Junior Data Scientist
Business Analyst
Why Choose iPEC Solutions
iPEC Solutions describes itself as a Data Science and AI/ML training and software consulting organization. Its about page states that the company focuses on IT training, consulting, Data Science, Artificial Intelligence, managed IT services and tech transformation.
18 years of training and technology education experience
Hands-on learning with practical projects and datasets
Online, offline and blended learning modes
Hands-on learning with real-world business projects
Python, SQL, Excel, Power BI, ML and Gen AI learning path
AWS AI Practitioner and Google Gen AI certification pathway references
Placement support, resume help and interview preparation
Bangalore-based training centre for Karnataka learners
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. What is Advanced Data Science and AI certification?
Advanced Data Science and AI certification is a structured training programme that helps learners build skills in Python, SQL, Excel, Power BI, statistics, machine learning, Generative AI, cloud AI concepts and real-world projects.
2. Is this course suitable for beginners?
Yes, beginners can join if they are ready to learn step by step. The course should start with Excel, SQL, Python and statistics before moving into machine learning, AI tools and capstone projects.
3. What is the duration of the programme?
iPEC’s official course list mentions the Advanced Certified Professional in AI-Data Science as a 6-month Executive Programme.
4. Does the course include placement support?
Yes, iPEC’s Data Science and AI course pages mention job placement assistance and career-focused support. Learners should confirm eligibility conditions for any job guarantee or career assurance track before enrolling.
5. What certifications are included?
The iPEC course list mentions AWS Certified AI Practitioner and Google Gen AI references for the Advanced Certified Professional in AI-Data Science programme. External certification exams may have their own registration, exam and eligibility requirements, so learners should confirm details during admission.
6. What tools will I learn?
Learners can expect exposure to Python, Excel, SQL, Power BI, NumPy, Pandas, machine learning libraries, Generative AI tools, AWS AI concepts, Google Gen AI concepts and Jupyter Notebook.
7. Will I work on real-time projects?
Yes. A strong advanced programme should include dashboards, machine learning models, AI automation workflows, case studies and a final capstone project.
8. Is this course useful for working professionals?
Yes. Working professionals can use this course to upgrade from basic reporting to advanced analytics, AI automation, predictive modelling and business intelligence roles.
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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