EICTA, IIT Kanpur

Predictive Business Analytics for Decision Making

Master Data-Driven Strategies to Enhance Business Outcomes Using Predictive Analytics

  • Certificate from E&ICT Academy, IIT Kanpur upon course completion.
  • 32 hours of live, expert-led online sessions.
  • Hands-on projects utilizing real-world business datasets.
Enroll Now

Talk to our Counsellor

Beginner Level

Certification

Online Live

Interactive Instructor-Led Sessions

32 Hours

Course Duration

What you'll learn

  • Develop proficiency in predictive modeling techniques, including regression, classification, and clustering.
  • Conduct exploratory data analysis (EDA) to uncover insights and prepare data for modeling.
  • Apply statistical inference methods to validate models and support business decisions.
  • Implement machine learning algorithms such as Support Vector Machines and Naïve Bayes in business contexts.
  • Communicate analytical findings effectively to non-technical stakeholders.

Skills you'll gain

Predictive ModelingStatistical AnalysisData VisualizationMachine Learning TechniquesBusiness IntelligenceData-Driven Decision Making

Tools

Python
scikit learn
numpy
matplotlib
jupyter
pandas

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Certificate

Learn from Industry Experts

Gain insights from seasoned professionals with extensive experience in predictive analytics and business intelligence.

Hands-On, Project-Based Learning

Apply concepts through practical exercises and projects using real-world datasets to build actionable skills.

Live Online Sessions

Participate in interactive online classes that fit your schedule, providing real-time engagement with instructors and peers.

FAQs