• 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

• 58 Modules
• Technology Development, Data Modeling & Analytics

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

• 71 Modules
• 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

• 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

• 60 Modules
• Data Modeling & Analytics, Global Investment Strategy

Professional Designation Earned: CAI™

The CAI™ program offers an in-depth knowledge of foundational concepts to advanced techniques in AI integration in investment strategies, financial decision-making process and financial analysis

Key skills you will gain:

• Artificial Intelligence
• Investment Analysis with AI
• Python Programming
• Financial Data Analysis with AI
• Financial Data Preprocessing
• Deep Learning in Investment Analysis
• Machine Learning
• Predictive Modelling Models
• Time Series Models
• Tree Based Methods
• Supervised vs Unsupervised Learning
• Natural Language Processing (NLP) in Finance
• Recurrent Neural Networks (RNNs)
• Long Short-Term Memory (LSTMs)
• Sentiment Analysis in Investment Analysis
• Topic Mining for Financial Texts
• Data Visualization with Machine Learning & AI
• Financial Data Science
• Large Language Models (LLMs) for Investment Analysis
• Generative AI Models
• Text Summarization
• Topic Modelling
• Prompt Engineering
• Risk Management with AI
• Summarization in Investment Analysis
• Explainable AI in Investments
• Ethics in AI Driven Investment Analysis

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

Professional Designation Earned: CSCD™

This comprehensive accredited certified program will help you to strive for supply chain excellence through robust demand planning techniques and supply chain forecasting skills.

Key skills you will gain:

• Demand Planning
• Demand Forecasting
• Demand Modeling
• Inventory Management
• Sales and Operations Planning
• Data and Trend Analysis
• Advanced Statistical Modeling
• Distribution and Logistics
• Inventory Optimization
• Distribution Replenishment
• Planning and Scheduling
• Regression Analysis
• Exponential Smoothing
• Quantitative Forecasting
• Linear Regression
• Forecast Error
• Materials Requirement Planning (MRP)
• Master Production Scheduling (MPS)
• Queuing Theory
• Lead Time Reduction
• Forecast Accuracy Improvement
• Safety Stock Management
• Sales Forecasting
• Collaborative Demand Planning
• Predictive Analytics
• Stochastic Forecasting
• Capacity Planning
• Data-Driven Decision Making

• 85 Modules
• Global Finance & Accounting, Technology Development, Global Operations, Supply Chain & Procurement, Digital Marketing & Analytics, Data Modeling & Analytics, Global Investment Strategy

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