• 71 Modules
• Technology Development, Data Modeling & Analytics

Professional Designation Earned: CGAI™

The CGAI™ program will equip you with in-depth knowledge and skills in generative AI, from neural network basics to advanced Natural Language Generation techniques and applications.

Key skills you will gain:

• Artificial Intelligence
• Generative AI Models
• Machine Learning
• Deep Learning Architectures
• Neural Network Proficiency
• Convolutional Neural Networks for Computer Vision
• Recurrent Neural Networks for Sequential Data
• Long Short Term Memory (LSTM)
• Gated Recurrent Units (GRU) Architectures
• Transformers and Attention Mechanisms
• Probability Distributions
• Generative Models
• Generative Adversarial Networks (GANs) for Generative Modeling
• Natural Language Generation (NLG)
• Probabilistic Graphical Models (PGMs)
• Multimodal Learning Techniques
• Ethics of AI
• Zero-Shot Learning
• Explainable AI
• Interactive AI
• Algorithm Optimization
• Ethical AI Practices
• Predictive Analytics
• Machine Learning Integration
• Deep Learning Insights
• Natural Language Processing
• Reinforcement Learning
• Cross-Domain AI Application
• AI Ethics Compliance
• AI-Powered Innovation

• 51 Modules
• Global Human Resources & Analytics, Data Modeling & Analytics

Professional Designation Earned: CHRA™

The CHRA™ program equips HR professionals with advanced analytical skills, blending theoretical knowledge and practical experience to optimize HR strategies, recruitment, and employee engagement.

Key skills you will gain:

• HR Analytics Tools & Methodologies
• HR Analytics Maturity Model
• Employee Profiling
• Talent Analytics Tools & Methodologies
• HR Storytelling
• Descriptive & Diagnostics Analytics
• Predictive & Prescriptive Analytics
• Training & Development Analytics
• Talent Analytics
• Succession Planning Analytics
• Compensation Analytics
• Diversity & Inclusion Analysis
• Employee Engagement Analytics
• Employee Retention Analytics
• Workforce Planning Analytics
• Performance Management Analytics
• Organizational Culture Assessment Techniques
• Data-Driven Organizational Change Management
• HR Analytics Strategy Formulation
• HR Dashboard & Scorecards
• Key Performance Indicators (KPIs) & Metrics
• Skill Gap Analysis
• HR Data Visualization Techniques
• Predictive Analytics For HR
• Advanced HR Analytics Techniques
• Employee Relations
• HR Lifecycle
• Trend Analysis
• AI In HR Analytics

• 85 Modules
• Global Finance & Accounting, Data Modeling & Analytics

Professional Designation Earned: CDAME™

This accredited Certified Data Analytics Manager Using Excel (CDAME™) program will show you how to analyze and transform raw data to meaningful insights by leveraging an array of Excel functions.

Key skills you will gain:

• Data Analytics
• Data Mining
• Business Intelligence
• Descriptive Statistics
• Predictive Analytics
• Advance Excel Functions
• Text Analytics
• Inferential Statistics
• Data Processing
• Data Visualization
• Financial Analysis
• Lookup Functions
• Dynamic Array Functions
• Data Cleaning
• Data Consolidation
• Regression Analysis
• Data Exploration
• Key Performance Indicators
• Data Communication
• Building Pivot Tables

• 58 Modules
• Data Modeling & Analytics, Technology Development

Professional Designation Earned: CBIL™

This accredited Certified Business Intelligence Leader (CBIL™) is to equip participants with the knowledge and skills to drive business growth through data-driven insights and decision-making.

Key skills you will gain:

• Data Analytics
• Data Visualisation and Interpretation
• Self-Service BI
• Persona-Based BI
• SQL Python and Tableau Languages
• Database Management
• Data Modeling
• Data Mining
• Data Engineering
• Extract Transform Load (ETL)
• Data Governance
• Data Science
• Data Warehousing
• Statistical Analysis
• Descriptive Analysis
• Data Reporting
• Data Architecture
• Data Preparation
• Machine Learning
• Cloud Computing

• 46 Modules
• Data Modeling & Analytics

Accreditation Earned: Advanced Statistical Techniques, Data Analysis and Visualization for Research Analysis

The program will help you master the art of research with advanced statistics, analysis, and visualization to unlock powerful insights from data through this transformative research program.

Key skills you will gain:

• Inductive Approach
• Deductive Approach
• Statistical Analysis
• Data Visualization
• Data Inference
• Statistical Hypothesis
• Research Design
• Exploratory Data Analysis (EDA)
• Quantitative Data Analysis
• Data Sampling
• Data Correlation
• Research Philosophy
• Data Analysis
• Regression Model
• Analytical Thinking
• Data Modelling
• Advanced Statistical Techniques
• Time Series Analysis
• Model Selection and Evaluation Strategies
• Analysis of Variance (ANOVA)
• Identifying Data Trends
• Research Formulation

• 68 Modules
• Global Operations, Supply Chain & Procurement, Data Modeling & Analytics

Professional Designation Earned: CSCA™

This accredited Certified Supply Chain Analytics Professional (CSCA™) program helps you effectively analyze data enabling organizations to uncover patterns for improved supply chain strategies.

Key skills you will gain:

• Supply Chain Analytics
• Supply Chain Planning
• Data-Driven Supply Chain
• Supply Chain Optimization
• Supply Chain Real Time Analytics
• Advanced Supply Chain Analytics with AI
• Data Science for Supply Chain Forecasting
• Supply Chain Data Analysis
• Machine Learning in Demand Planning and Forecasting
• Distribution and Logistics
• Supply Chain Data Visualization
• Inventory & Warehouse Management
• Logistics Planning
• Supply Chain Risk Management
• Digitized Supply Chain
• Supply Chain Risk Mitigation
• Supply Chain Visualization Dashboard
• Industry 4.0 Adoption

• 59 Modules
• Data Modeling & Analytics

Professional Designation Earned: CPMS™

The CPMS™ program will provide you with a broad spectrum of predictive modeling skills using R - covering topics from basic statistics to advanced model deployment and interpretation.

Key skills you will gain:

• R Programming
• Data Analysis
• Regression Model
• Exploratory Data Analysis
• Analytical Thinking
• Deep Learning
• Data Modeling
• Artificial Intelligence
• Statistical Inference
• Data Science
• Data Visualization
• Predictive Modeling
• Random Forests
• Clustering Algorithms
• Bias-Variance Tradeoff
• Cross-Validation
• Supporting Vector Machines
• Naïve Bayes Modeling
• Decision Tree Modeling
• Linear Regression Modeling
• Time Series Analysis
• Model Selection and Evaluation Strategies
• Text Mining Techniques
• Natural Language Processing Fundamentals
• Neural Networks
• Hyperparameter Optimization
• Model Explainability
• Data Ethics and Interpretability
• Data Scaling
• Data Normalization

• 54 Modules
• Data Modeling & Analytics

Accreditation Earned: Certified Text Mining and Natural Language Processing (NLP)

This certified program will help you transform unstructured data into actionable insights by using Python and advanced machine learning models and techniques.

Key skills you will gain:

• Text Mining
• Natural Language Processing (NLP)
• Python Programming
• Text Preprocessing
• Text Feature Extraction and Representation
• Statistical Text Mining Techniques
• Topic Modelling
• Term Frequency (TF)
• Inverse Document Frequency (IDF)
• Textual Data Visualization
• Bag of Words (BoW)
• Deep Learning
• Machine Learning Models
• Sentiment Analysis
• Named Entity Recognition
• Recurrent Neural Networks
• Transformers
• Sequence to Sequence Models
• Large Language Models (LLMs) and Tools
• SHAP Values
• Data Sampling
• Data Correlation
• Research Philosophy
• Data Analysis
• Regression Model
• Analytical Thinking
• Data Modelling
• Model Selection and Evaluation Strategies
• Analysis of Variance (ANOVA)
• Identifying Data Trends
• Research Design
• Research Formulation

• 58 Modules
• Global Operations, Supply Chain & Procurement, Data Modeling & Analytics

Accreditation Earned: Certified Predictive Analytics and AI in Inventory Optimization, Demand Planning and Forecasting

This certified program will equips you with skills to apply predictive analytics and AI for enhancing supply chain efficiency, focusing on data analysis, forecasting, and strategic decision-making.

Key skills you will gain:

• Demand Forecasting Models
• Advanced Time Series Forecasting
• Customer Segmentation
• Predictive Analytics
• Inventory Optimization
• Safety Stock Analysis
• Supply Chain Analytics
• ARIMA Models
• Risk Mitigation
• Market Basket Analysis
• Crisis Management
• Contingency Planning
• Optimal Inventory Levels Calculation
• Accuracy and Error Measurement
• Regression Analysis
• Data Privacy and Ethical Considerations
• Decision Trees and Scenario Analysis
• Data Visualization
• Exponential Smoothing
• Inventory Management
• Seasonal Adjustment
• Artificial Intelligence Models
• Machine Learning Basics
• Big Data Application
• Regression Analysis
• Residual Analysis
• Ethical Data Handling