statistics in vBulletin
  1. This site is not associated with any agent or consultant and colleges/universities. Views & Opinions expressed here are solely author's comment and Topuniversityforum.in is not responsible for them. Please don't make derogatory or abusive remarks against anyone.
  2. Prepare for GMAT, CAT, IIT, PMT & Other Entrance Exams. Post your questions and get answers. Collaborate, Learn & Grow.
    Dismiss Notice
  3. Hi Please download our Android App and enjoy the benefit of this forum on your smartphone. Download in Playstore
    Dismiss Notice
  4. Find Best Colleges in your Area, review them and share feedback.
    Dismiss Notice

Great Lakes Business Analytics Certification program

Discussion in 'Artificial Intelligence & Machine Learning' started by Royaluni, Apr 17, 2018.

  1. Royaluni

    Royaluni Administrator

    Great lakes is one of the pioneer institute in India when it comes to business analytics education, they offer two variants;
    1. BACP - business analytics certification program
    2. PGPBA- post graduate program in business analytics

    1 st option is complete online and 2nd option is weekend classes. In this post, i am going to share details about online course, please share your opinions or questions about them.

    Ranked #1 in Analytics Education*
    Great Lakes' program has been ranked as the #1 in India for 3 years in a row!

    66% SUCCESSFUL TRANSITIONS
    66% of alumni have transitioned to business and functional roles in the industry.

    WEEKEND MENTORSHIP + ONLINE
    BACP is India’s first mentorship driven online program. Participants attend interactive sessions with program mentors in small cohorts.

    CAREER SUPPORT
    Access to Great Learning Analytics Job board and insights on resume building and cracking interviews.

    HOW DOES MENTORSHIP WORK?

    A group of 5 participants regularly connects during the weekends to engage in an interactive session with one of our 100+ distinguished industry mentors assigned to the group.

    Participants are led by an instructor as they work on data sets to learn various Analytics tools. All participant doubts are cleared as they work closely with their mentors on projects and assignments.

    Our Mentors go beyond concept walk throughs, doubt clearing and projects, to help participants achieve their learning goals and also support them in their career transition in Analytics.


    PROGRAM STRUCTURE
    WEEKEND INSTRUCTOR LED CLASSES

    48 hours of Personalized Mentor ship from analytics professionals working in leading companies

    ONLINE CONTENT

    Best-in-class recorded content from Expert Faculty and Industry Mentors

    HANDS-ON PROJECTS

    Practical assignments, case studies, and instructor-led practice sessions on data sets.

    INTRODUCTION TO ANALYTICS

    WELCOME AND ORIENTATION



      • Welcome to the Program
      • Orientation ( Structure of the program)
      • Analytics Landscape
      • Industry Session
      • Assessment 1
    LINEAR PROGRAMMING WITH EXCEL



      • Introduction to Linear Programming
      • Sensitivity Analysis
      • Mentoring Session -1
      • Assessment 2
    DATA SCIENTIST TOOLBOX - R



      • Introduction to R
      • Getting and Cleaning Data using R
      • Mentoring Session -2
      • Self Study
    PLAYING WITH DATA



      • Project Brief (Twitter Data)
      • Project Submission
      • Project Debrief
      • Mentoring Session -3
    FUNDAMENTALS OF BUSINESS STATISTICS
    DESCRIPTIVE STATISTICS



      • Overview of the course and Problem 2 - Brief (Continue with Twitter Data)
      • Presentation of Data
      • Measures of Central Tendency and Variation
      • Correlation
      • Industry Session
      • Self Study
    INFERENTIAL STATISTICS



      • Basic Probability Concepts
      • Probability Distribution
      • Mentoring Session -1
      • Self Study
    ESTIMATION AND HYPOTHESIS TESTING



      • Estimation
      • Hypothesis Testing
      • Mentoring Session -2
      • Self Study
    PLAYING WITH DATA



      • Project Brief - Healthcare Problem
      • Project Submission
      • Project Debrief
      • Mentoring Session -3
    ADVANCED STATISTICS
    REGRESSION



      • Over view of the Course and Problem 3 - Brief (Continue Healthcare Data)
      • Introduction to Regression
      • Simple Linear Regression
      • Multiple Linear Regression
      • Industry Session
      • Self Study
    ANOVA



      • Purpose of ANOVA
      • Assumptions of ANOVA
      • One way ANOVA
      • Two way ANOVA
      • Mentoring Session -1
      • Self Study
    FACTOR ANALYSIS AND PRINCIPAL COMPONENT ANALYSIS



      • Factor Analysis
      • Principal Component Method
      • Dimension Reduction Problems
      • Which to use when
      • Mentoring Session -2
      • Self Study
    PLAYING WITH DATA



      • Project Brief - Marketing Problem
      • Project Submission
      • Project Debrief
      • Mentoring Session -3
    DATA MINING
    DATA MINING USING DECISION TREES



      • Overview of the course and Problem 4 - Brief (Continue with Marketing Problem )
      • Unsupervised Learning: Clustering
      • Unsupervised Association Rules
      • Industry Session
      • Self Study
    CLASSIFICATION ALGORITHM - DECISION TREES



      • Decision Tree
      • CART
      • CHAID
      • Random Forest
      • Mentoring Session - 1
      • Self Study
    CLASSIFICATION ALGORITHM - DISCRIMINANT ANALYSIS



      • Linear Discriminant Analysis
      • Quadratic Discriminant Analysis
      • SVM
      • K nodes Classification
      • Mentoring Session - 2
      • Self Study
    PLAYING WITH DATA



      • Project Brief - Finance Problem
      • Project Submission
      • Project Debrief
      • Mentoring Session -3
    PREDICTIVE MODELLING
    NEURAL NETWORKS



      • Overview of the course and problem brief 5 (Finance problem)
      • Introduction to NN
      • Basic Structure
      • Application of NN
      • Industry Session
      • Self Study
    LINEAR AND NON-LINEAR REGRESSION



      • Predictive Continuous Response
      • Non-Linear Regression 1
      • Non-Linear Regression 2
      • Non-Linear Regression 3
      • Mentoring Session -1
      • Self Study
    MODEL COMPARISON AND FURTHER IMPROVEMENT



      • Machine Learning Techniques
      • GBM
      • Model Validation
      • Model comparison and further improvement
      • Mentoring Session -2
      • Self Study
    PLAYING WITH DATA



      • Project Brief: Supply Chain Problem
      • Project Submission
      • Project Debrief
      • Mentoring Session -3
    FORECASTING TECHNIQUES
    TIME SERIES ANALYSIS



      • Overview of the course and problem brief 6 (Continue Supply chain)
      • Time Series Analysis
      • Components of Time Series
      • Winter Holt Model
      • Industry Session
      • Self Study
    ETS MODELS



      • Exponential Smoothing Techniques
      • Exponential Moving Average
      • Forecasting
      • Constructing an ETS Model
      • Mentoring Session -1
      • Self Study
    ADVANCED TECHNIQUES



      • Stationarity
      • Estimating AIRMA
      • Cointegration
      • Structured Break Collinearity
      • Mentoring Session -2
      • Self Study
    PLAYING WITH DATA



      • Project Brief - Macro Problem
      • Project Submission
      • Project Debrief
      • Mentoring Session -3
    DATA VISUALIZATION IN TABLEAU (OPTIONAL)



      • Essential Design Principles for Tableau
      • Design Best Practices & Exploratory Analysis
      • Getting started and Charting
      • Telling Stories with Tableau
      • Dashboard and Storytelling with Data



      • Getting Started with Effective and Ineffective Visual
      • Creating Visualization with Tableau
      • Mapping
      • Key Metrics Indicators and Decision Triggers
    INTRODUCTION TO BIG DATA (OPTIONAL)




      • Big Data: Why and Where
      • Applications: What Makes Big Data Valuable
      • Introduction to Hadoop Ecosystem
      • Getting Started with R Spark



      • Big Data Era
      • Getting Started with Hadoop
      • Map Reduce
      • Programming with Spark

    Fees= 125000 + GST

    For more details, visit https://www.greatlearning.in/business-analytics-certificate-program
     

Share This Page