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Data Science Program
Post Graduate Certification Program in Business Analytics
With a job-assured pathway, guidance from experienced industry mentors, and hands-on learning through real-world projects, this program is your gateway to a rewarding career in Business Analytics and Data-Driven Decision Making.
In association with
9 Months Program
Weekend Online Interactive Learning
10,000+ Career Transitions
35+ Tools & Projects
1:1 Industry Mentorship
Hands-on Capstone Projects
800+ Hiring Partners
Placement Assistance
Companies Hiring
00 +
Students Placed
00 +
Highest Package
00 LPA
Industry Experts
00 +
Highest Salary Hike
00 %
Alumni Network
Placement Stories
Avinash Singh
Chitra Singh
Bhavana Gusain
Dolly Monga
Sakshi Sharma
Karishma Solanki
Aman Kumar Singh
Tarun Negi
Payal Chaturvedi
Deepanshu Tomar
Get offers from 800+ top companies
About the Program
Sabak Harbor’s Post Graduate Certification Program in Business Analytics is designed to transform ambitious learners into industry-ready professionals. We bridge the skills gap in analytics by combining practical training, case-study-driven learning, and expert mentorship into one comprehensive program. Built for fresh graduates and early-career professionals (0–3 years of experience), this program equips you with analytical thinking, business problem-solving, and data-driven decision-making skills to thrive in today’s competitive business environment.
You’ll gain hands-on experience with 30+ industry-leading tools and real-world projects, covering Excel, SQL, Power BI, Tableau, Python for Analytics, and advanced techniques in forecasting, predictive modeling, and business intelligence. The program also emphasizes applied learning through domains like Marketing Analytics, Financial Analytics, and Operations Analytics—preparing you to turn data into strategic business insights.
06+
Years experience7k+
Students each year24+
Award Wining
Key Highlights
Experience an all-new 2025 curriculum
- 1 Course
- 5 Weeks
- 72 Students
- 4.6
Build a strong foundation in business analytics and learn the essentials of requirement gathering, Excel, and documentation.
Topics covered
Role of a Business Analyst → Career paths & skills
Introduction to BABOK® → Core BA principles
Excel for Analytics → Formulas, Pivot Tables, VLOOKUP
Requirement Gathering Techniques → Workshops, surveys, interviews
Business Documentation → BRD, FRD, Use-case diagrams
Problem Framing → Converting issues into analytical problems
Mini Project → KPI reporting dashboard
Skills acquired
Excel
Requirement Analysis
Documentation
Problem Solving
Stakeholder Management
- 1 Course
- 5 Weeks
- 68 Students
- 4.6
Learn to model, document, and analyze business processes to ensure accurate requirement gathering.
Topics covered
Business Process Modeling → AS-IS vs TO-BE
Requirement Elicitation Techniques → Interviews, focus groups
Use Case Development → Personas & user stories
Process Mapping → BPMN, SIPOC, Swimlanes
Gap Analysis → Identifying opportunities
Stakeholder Analysis → Power-interest grids
Case Study → Retail process optimization
Skills acquired
BPMN
Gap Analysis
Stakeholder Management
Requirement Gathering
Use Case Development
- 1 Course
- 5 Weeks
- 74 Students
- 4.7
Gain skills in cleaning, analyzing, and visualizing data using Excel, SQL, Power BI, and Tableau.
Topics covered
Data Cleaning → Handling missing values & outliers
SQL for Analytics → Joins, aggregations, subqueries
Visualization Tools → Tableau & Power BI
Advanced Excel → Macros, KPI Dashboards
Data Storytelling → Narratives & insights
Visualization Design → Chart selection & UX
Mini Project → Sales dashboard with insights
Skills acquired
SQL
Power BI
Tableau
Excel
Data Storytelling
Visualization Design
- 1 Course
- 4 Weeks
- 70 Students
- 4.6
Understand Agile frameworks and learn tools to manage business analysis in fast-paced environments.
Topics covered
Agile Fundamentals → Scrum, Kanban
User Stories & Epics → Writing and prioritization
Product Backlog Management
JIRA & Trello Tools
Sprint Planning & Retrospectives
Agile Estimation Techniques
Case Study → Agile project delivery
Skills acquired
Agile
Scrum
JIRA
User Stories
Backlog Management
Sprint Planning
- 1 Course
- 5 Weeks
- 66 Students
- 4.7
Apply analytics across industries with real-world case studies in Finance, Retail, Healthcare, and Marketing.
Topics covered
Marketing Analytics → Campaign performance
Financial Analytics → Risk & profitability models
Retail Analytics → Sales forecasting & inventory
Healthcare Analytics → Patient & operations insights
E-commerce Analytics → Customer journey mapping
Case Studies → BFSI & Manufacturing
Strategy Frameworks → SWOT, PESTLE, Porter’s 5 Forces
Skills acquired
Marketing Analytics
Financial Analytics
Healthcare Analytics
Retail Analytics
Strategic Thinking
- 1 Course
- 5 Weeks
- 65 Students
- 4.7
Explore advanced tools and techniques to strengthen your analytical and decision-making capabilities.
Topics covered
Advanced SQL → Window functions & CTEs
Python for Analytics → Pandas & NumPy
Predictive Modeling → Regression & forecasting
What-if Analysis → Sensitivity & scenario modeling
Dashboard Automation → BI tools + AI copilots
Optimization Techniques → Linear & decision modeling
Case Study → Financial planning models
Skills acquired
Advanced SQL
Python
Forecasting
Optimization
Scenario Modeling
Automation
- 1 Course
- 4 Weeks
- 80 Students
- 4.8
This module prepares you for certifications, interviews, and successful career transitions into Business Analytics roles.
Topics covered
Resume & LinkedIn Optimization → Tailored for analytics roles
Interview Preparation → Technical & case-based
Mock Interviews → HR + technical simulations
Certification Prep → IIBA, Tableau, Power BI, SQL
Portfolio Building → GitHub, Tableau Public, Power BI showcase
Communication & Storytelling → Presenting insights to business leaders
Job Readiness Bootcamps → Soft skills, business communication
Skills acquired
Resume Building
Interview Readiness
Professional Networking
Portfolio Development
Presentation Skills
Storytelling with Data
- 1 Course
- 5 Weeks
- 95 Students
- 4.9
Put your learning into action with real-world, industry-aligned projects that demonstrate your expertise to employers.
Topics covered
Capstone Projects → End-to-end business analytics solutions
Industry Domains → BFSI, Healthcare, Retail, E-commerce
Data-Driven Strategy → Applying analytics to business growth
Consulting Simulations → Solve business cases in groups
Internship Experience → Virtual projects with Sabak Harbor’s consulting club
Hackathons & Case Competitions → Compete with peers
Portfolio Showcase → Publish dashboards & reports
Final Viva → Present findings to industry mentors
Skills acquired
Capstone Project Execution
Industry Experience
Collaboration
Consulting Skills
Hackathon Readiness
Portfolio Development
Presentation Skills
Master the 80+ Essential Industry Tools
Python
Pandas
Sklearn
Statsmodels
MySQL
AWS
GCP
Azure
PySpark
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PyTorch
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Keras
OpenAI
GPT
LlamaIndex
Claude
CrewAI
LangGraph
Autogen
Power BI
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Tableau
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MongoDB
Docker
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Kubernetes
Streamlit
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Airflow
MLFlow
Kafka
Build data-driven business projects for impactful decision-making
Apply analytics, visualization, and predictive techniques to solve real-world business challenges across industries and functions.
20+
Business Analytics Projects
Retail Sales Optimization
Retailers face challenges in balancing stock levels and maximizing sales. In this project, you will analyze transaction-level sales data to identify high-performing products and seasonal trends. Statistical methods will be applied to optimize inventory placement and pricing strategies. Visual dashboards will help retailers make fast data-driven decisions. You’ll also explore predictive models for demand forecasting. Scenario analysis will help simulate promotions and pricing strategies. The final output will be a decision-support system for retail managers. Know More
Skills Learned
Business Analytics
Data Visualization
Predictive Modeling
Marketing Campaign Effectiveness
Businesses invest heavily in campaigns, but measuring ROI is often difficult. In this project, you will evaluate campaign effectiveness using data from different channels. A/B testing will be applied to compare campaign versions and identify winning strategies. Metrics like conversion rate and customer acquisition cost will be analyzed. Predictive models will be used to forecast long-term ROI. Segmentation will reveal which customer groups respond best. The output helps optimize future marketing budgets and strategies. Know More
Skills Learned
A/B Testing
Campaign Analytics
ROI Measurement
Supply Chain Analytics
Efficient supply chains reduce costs and improve delivery timelines. This project uses logistics and operations data to identify bottlenecks in the supply chain. Forecasting models will be applied to demand planning and inventory management. Data visualization will help track supplier performance and lead times. Optimization techniques will be used to allocate resources efficiently. Scenario simulations will test resilience under disruptions. The solution enables data-driven decisions in procurement and logistics. Know More
Skills Learned
Forecasting
Optimization
Operations Analytics
Customer Segmentation
Understanding customer groups helps businesses personalize offerings. In this project, you will apply clustering methods to segment retail customers. RFM analysis will highlight loyal, at-risk, and high-value customers. Dashboards will display customer profiles for marketing campaigns. You will also explore customer lifetime value (CLV) prediction. Segments will be tested for campaign response optimization. The results enable targeted promotions with higher ROI. Know More
Skills Learned
Clustering
Segmentation
RFM Analysis
Financial Statement Analysis
Companies rely on financial data to evaluate performance and make investment decisions. In this project, you will analyze balance sheets, income statements, and cash flows. Key ratios like profitability, liquidity, and solvency will be calculated. Visualization dashboards will present results for stakeholders. Trend analysis will reveal growth opportunities or risks. Benchmarking will compare company performance with industry peers. Final output is a financial health scorecard for decision-making. Know More
Skills Learned
Financial Analytics
Dashboards
Ratio Analysis
HR Workforce Planning
HR teams face challenges in predicting workforce needs. This project uses HR datasets to analyze workforce demographics and turnover trends. Predictive models will identify employees at risk of attrition. Dashboards will display workforce health metrics for HR leaders. Advanced analytics will forecast hiring needs for future growth. Attrition insights will guide employee engagement strategies. The final solution integrates with HR dashboards for real-time planning. Know More
Skills Learned
HR Analytics
Attrition Prediction
Workforce Planning
Pricing Strategy Optimization
Companies often struggle with finding the right pricing strategy. This project analyzes product sales data and elasticity models. Regression methods will be used to measure price sensitivity. Dashboards will simulate revenue impact of different price points. The project also tests bundle pricing and promotional discounts. Predictive analytics will forecast long-term revenue effects. Deliver a pricing recommendation engine for decision makers. Know More
Skills Learned
Pricing Analytics
Elasticity Modeling
Regression
Risk Assessment in Lending
Financial institutions must assess loan risk to minimize defaults. This project builds scoring models using applicant demographics and financial data. Decision trees and logistic regression will be used for credit scoring. Dashboards will present risk categories for loan officers. Advanced methods include ensemble models for better accuracy. Explainable AI will help interpret risk factors. The tool will integrate into loan approval workflows. Know More
Skills Learned
Risk Analytics
Scoring Models
Explainable AI
Healthcare Operations Analytics
Hospitals need analytics to improve patient care and reduce costs. This project analyzes patient admissions, wait times, and treatment costs. Predictive models will forecast bed occupancy and staff requirements. Dashboards will track hospital KPIs for operational improvement. The project also evaluates readmission risk prediction. Insights will help allocate resources more efficiently. Deliver BI dashboards that integrate with hospital management systems. Know More
Skills Learned
Healthcare Analytics
BI Tools
Operational KPIs
Web & Digital Analytics
Digital businesses rely on analytics to improve user engagement. In this project, you will analyze web traffic and user behavior data. Funnel analysis will highlight drop-off points in customer journeys. Dashboards will show KPIs like bounce rate and conversion rates. Predictive analytics will forecast customer lifetime value. Recommendations will optimize content and campaign strategies. The project delivers a digital analytics playbook for growth teams. Know More
Skills Learned
Digital Analytics
Conversion Optimization
Web KPIs
Future-Ready Education for Career Success
Placement-Oriented Training
Accelerate your career with job-focused training designed to build the exact skills employers demand. We prepare you with industry projects, mock interviews, and career guidance.
Certification with Credibility
Earn globally recognized certifications that strengthen your resume and give you a competitive edge in the job market.
Flexible Learning Paths
Learn at your own pace with customized schedules that adapt to your lifestyle. Whether you’re working, studying, or switching careers—our flexible programs fit right in.
Career Growth Support
From resume building to interview prep, our dedicated career support team helps you land your dream role and advance your professional journey.
Lifetime Resource Access
Enjoy unlimited access to premium course materials, toolkits, and recorded sessions, ensuring you always stay ahead—even after completing the program.
Global Networking Opportunities
Join an active community of learners, alumni, and industry professionals worldwide. Build valuable connections and unlock new career opportunities.
Expert-Led Mentorship
Learn directly from seasoned mentors with years of real-world experience. Get personalized guidance, career advice, and feedback to sharpen your skills.
Hands-On Industry Projects
Work on live projects and case studies that simulate real business challenges. Gain practical experience and showcase job-ready skills to future employers.
Learner Support
Dedicated Mentorship
- One-to-one guidance tailored to your learning style
- Academic support with personalized study strategies
- Career navigation with resume and interview prep
- Interactive sessions with industry-experienced mentors
- Continuous motivation to keep you on track
24 x 7 Available
1:1 Expert Guidance
On-Demand Tutoring
- Quick assistance for challenging subjects
- Structured sessions with certified tutors
- Doubt resolution within minutes
- Concept reinforcement through interactive lessons
- Proven track record with top learner ratings
Highly Rated
Smart Learning
Professional Skills Training
- Practical workshops on leadership and teamwork
- Communication and public speaking coaching
- Real-world scenarios to practice problem solving
- Confidence building for interviews and presentations
- Industry-focused approach to workplace readiness
Expert Coaches
Career-Driven
What Can I Become?
Business Analyst
18k+
Job Openings
₹7–12 LPA
Average Salary
Business Analysts bridge the gap between business needs and technical solutions. They analyze processes, gather requirements, and design data-driven strategies that enhance decision-making and business performance.
Data Analyst
22k+
Job Openings
₹6–10 LPA
Average Salary
Data Analysts gather, clean, and analyze datasets to create dashboards and reports. Their insights empower organizations to identify trends, track KPIs, and make informed business decisions.
Business Intelligence Analyst
10k+
Job Openings
₹8–13 LPA
Average Salary
BI Analysts design and maintain dashboards, KPIs, and reports using tools like Power BI and Tableau. They help organizations translate raw data into actionable intelligence for business growth.
Customer/Marketing Analyst
7.5k+
Job Openings
₹7–12 LPA
Average Salary
Marketing Analysts study consumer behavior, campaign performance, and market trends. They optimize marketing spend and customer acquisition strategies through advanced analytics.
Financial Analyst
12k+
Job Openings
₹8–14 LPA
Average Salary
Financial Analysts evaluate company performance, forecast revenues, and assess investments. They use data-driven models to support financial planning and risk management decisions.
Strategy & Operations Analyst
6k+
Job Openings
₹9–15 LPA
Average Salary
Strategy Analysts support business leaders by analyzing market data, operations metrics, and organizational performance. They provide insights to improve efficiency and growth strategies.
Consulting Analyst
5k+
Job Openings
₹10–18 LPA
Average Salary
Consulting Analysts work with leading firms to solve client problems through research, data analysis, and strategic recommendations. They often serve as the foundation for management consulting careers.
Product/Program Analyst
6.5k+
Job Openings
₹9–15 LPA
Average Salary
Product and Program Analysts evaluate user data, product performance, and business metrics. They support product managers in making data-driven decisions, improving user experience, and driving growth strategies.
Data-Driven Decision Scientist
4k+
Job Openings
₹11–18 LPA
Average Salary
Decision Scientists combine business acumen with analytics, building predictive models and experiments that directly inform organizational strategy. They help leaders choose the best course of action using data-driven insights.
Learner Profiles
We welcome learners from diverse professional and academic backgrounds who aspire to accelerate or transition their careers. Our programs are designed to be inclusive, flexible, and impactful, ensuring success for individuals at every stage of their journey.
Diverse Learners, One Goal: Career Growth
Our programs attract learners from varied academic and professional backgrounds, united by the ambition to upskill, transition, and accelerate their careers.
Master your craft with renowned faculty
Instructors
Umang Vardhan Tyagi
Data Science & BA Trainer
Umang Vardhan Tyagi is a seasoned Data Science & Business Analytics Trainer with over 10 years of rich industry and academic experience. Proficient in Python, SQL, and advanced data analysis techniques, he has trained and mentored countless professionals and students in mastering data-driven decision-making. His expertise spans a wide range of machine learning methodologies including supervised and unsupervised learning, regression, clustering, neural networks, as well as Deep Learning, Computer Vision, and Natural Language Processing (NLP). With hands-on experience in transfer learning models and cutting-edge AI applications, Umang combines technical mastery with practical business insights, enabling learners to bridge the gap between theory and real-world problem-solving. Read More
Abhishek Singh
Business Analyst Trainer
Abhishek Singh is a Business Analytics enthusiast with expertise in Key Account Management and data-driven solutions. He excels at using analytics to improve operational efficiency, optimize business performance, and drive strategic decision-making. With a strong focus on customer satisfaction and growth, Abhishek has built a track record of delivering impactful results across diverse industries. His strength lies in blending analytical insights with practical execution to achieve measurable outcomes. Passionate about innovation, he is committed to helping organizations harness the power of data for long-term success. Read More
Certification
Upon successful completion of our Post Graduate Certification Program in Business Analytics, you will receive:
- Our Certificate: A prestigious Post Graduate Certification showcasing your advanced skills and job readiness in Data Science & AI.
- IBM Certification: Industry-recognized credentials from IBM validating your expertise in AI, ML, and data-driven technologies.
- Microsoft Certification: A globally valued certification from Microsoft demonstrating your proficiency in cloud, analytics, and AI-powered solutions.
These certifications boost your credibility, enhance your value, and propel your career toward accelerated growth.
Earn Your Certificate
Share your Achievement
How do I join the PG Certification Program in Business Analytics?
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