Post Graduate Program in Data Science and Business Analytics offered by Institute of Product Leadership
4.7 /5- Private Institute
Post Graduate Program in Data Science and Business Analytics at IPL Overview
Duration | 7 months |
Total fee | ₹1.07 Lakh |
Mode of learning | Online |
Credential | Certificate |
Post Graduate Program in Data Science and Business Analytics at IPL Highlights
- Earn a Certificate from Institute of Product Leadership
- Financial assistance through scholarships & No-cost EMIs plans
- Learn through 15+ assignments & HBS case studies
- Get unlimited 1:1 mentorship with career coaches & faculties
- Work on real-world industry challenges, and present solutions to hiring managers
- Alumni status with lifetime access to career assistance & hiring events
Post Graduate Program in Data Science and Business Analytics at IPL Course details
- Provide a data-driven viewpoint on strategic decisions by applying business analytics & data analytics to real-world situations
- Influence others with storytelling using data and insights
- Identify, define and formulate hypotheses for key business questions that require analytics, data science to solve
- Use data exploration techniques to discover new questions or opportunities within your problem area
- Find and analyze the patterns in business data to infer insights that influence product and service improvements
- Understand various data science & business analytics techniques to drive your business growth through a data-driven approach, even without having a prior coding experience
- Learn from top-tier global data science industry practitioners through live sessions, case studies and real-time projects using multiple industry-relevant tools
- This is more than just a data science certification, it focuses on data-driven leadership, broadening your perspectives into strategy and decision-making roles, and helping you build a strong network of data and thought leaders
- Understand the fundamental statistical methods, lifecycles to learn data science concepts and solve real-time problems in a more efficient manner
- Learn Business Problem Framing, Insight mining, Business Inferencing using statistical techniques, Business Analytics, Exploratory Data Analytics and Feature Engineering, Prescriptive & Predictive Analytics, Data Analytics with Python, Data Visualization and Storytelling skills
Post Graduate Program in Data Science and Business Analytics at IPL Curriculum
Business Problem Framing
Problem Formulation
Business Problem As A Data Science Problem
Sourcing And Collecting Data
Data Analytics Foundations
Introduction To Linear Algebra
Introduction To Statistics
Data Description
Introduction To Probability
Sampling Distributions
Chi Square Tests And Dependency Checking
Inferential Statistics
Excel For Data Analytics
Tables For Automating Data Manipulation
Logical And Lookup Functions
SQL for Data Analytics
Introduction To MySQL
Tables & Queries
How To Create Tables 101
How To Create A Basic Query
Advanced Queries
Data Wrangling
Data Analytics
Python for Data Science
Why Python For Data Science And Python Basics
Python – Non Sequential, Functions & Classes
Class, Numpy And Matplotlib
Data Science Foundations
Introduction To Data Science
Landscape Of Data Science and Analytics
Introduction To Machine Learning
Platforms and Programming Languages For The Following
Understanding and Analyzing Data
Buzzwords In Data Science
Steps Of Data Exploration and Preparation
Feature Engineering and Vectorization
Data Science Techniques
Introduction to Machine Learning
Decision Trees
Linear Regression
Supervised Learning
Unsupervised Learning
Data Storytelling and Visualization
Data Visualization
Storytelling with Data
Post Graduate Program in Data Science and Business Analytics at IPL Faculty details
Post Graduate Program in Data Science and Business Analytics at IPL Entry Requirements
- Education: An undergraduate degree
- Experience: 5 year of work experience in a technical or business-related space
- Prior knowledge of programming is not mandatory but preferred.
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Post Graduate Program in Data Science and Business Analytics at IPL Contact Information
No.1, KSDP Building, 3rd Floor, Kira Layout,
Dharmaram College Post, Opp. to Forum Mall
Bangalore ( Karnataka)