1 |
AI Foundation |
- Artificial Intelligence Defined
- Concepts
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- Academic Perspective
- Industry Perspective
- Technology Perspective
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- Contact us for session topics, session details and session duration for each program.
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2 |
AI Advanced |
- Artificial Intelligence Applied in Industry
- Concepts
- System Demo
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- AI Implementation Framework
- Problem Statement
- Machine Learning
- Deep Learning
- Natural Language Processing (NLP)
- Robotic process Automation(RPA)
- Computer Vision
- Quiz
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- Contact us for session topics, session details and session duration for each program.
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3 |
AI Applied in Industry - Part 1 |
- Artificial Intelligence Applied in Oil and Gas
- Real-life Implementation
- System Demo
- Hands-on Lab Work
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- Model Selection
- Model Implementation
- Data Engineering
- Model Testing
- Model Deployment
- Quiz
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- Contact us for session topics, session details and session duration for each program.
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4 |
AI Applied in Industry - Part 2 |
- Artificial Intelligence Applied in Finance
- Real-life Implementation
- SystemDemo
- Hands-on Lab Work
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- Model Selection
- Model Implementation
- Data Engineering
- Model Testing
- Model Deployment
- Quiz
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- Contact us for session topics, session details and session duration for each program.
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5 |
AI Business Cases |
- AI Business Application
- Oil & Gas
- Energy
- Consumer
- System Demo
- Quiz
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- How AI Applied in Business?
- Oil & Gas
- Sick Well
- Drilling
- Energy
- Energy Efficiency
- Energy Benchmarking
- Consumer
- Market Basket
- Customer Experience
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- Contact us for session topics, session details and session duration for each program.
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6 |
Data Engineering for AI - Part 1 |
- Big Data
- IIoT (Industrial Internet of Things)
- System Demo
- Quiz
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- Role of Data in AI
- Relationship Between AI and Big Data
- AI vs. Big Data vs. IIoT
- Big Data Management
- Big Data Engineering
- Big Data and IIoT Technologies
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- Contact us for session topics, session details and session duration for each program.
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7 |
Data Engineering for AI - Part 2 |
- Data Engineering
- Real-life Implementation
- System Demo
- Hands-on Lab Work
- Quiz
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- In Memory Data Processing
- Distributed Data Processing
- Data Collection
- Data Integration
- Data Provisioning
- Data Engineering Technologies
- Data Governance and Quality
- Machine Learning Applied in Data Engineering
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- Contact us for session topics, session details and session duration for each program.
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8 |
AI Implementation - Part 1 |
- Business Problem
- Finance
- Consumer
- System Demo
- Quiz
- Hands-on Lab Work
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- Problem Statement
- Data Engineering
- Machine Learning Model
- Supervised
- Unsupervised
- Reinforcement
- Deep Learning Model
- CNN - Convolutional Neural Network
- NN - Neural Network
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- Contact us for session topics, session details and session duration for each program.
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9 |
AI Implementation - Part 2 |
- Business Problem
- Finance
- Consumer
- System Demo
- Quiz
- Hands-on Lab Work
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- NLP
- Text, Word and Document Classification
- Language Modeling
- Cross Validation
- Hyperparameters Tuning
- Principal Component Analysis (PCA)
- Under Fitting
- Over Fitting
- Regular Fitting
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- Contact us for session topics, session details and session duration for each program.
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10 |
AI Industry Project |
- Industry - Oil & Gas
- Sick Well
- Drilling
- Fault Compartments
- System Demo
- Quiz
- Hands-on Lab Work
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- Business Case
- Problem Statement
- Model Selection
- Model Implementation- Feature Engineering, Model Train , Model Test & Model Deployment
- Model Verification
- Data Engineering
- Model Re-train, Re-test and Model Re-deploy
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- Contact us for session topics, session details and session duration for each program.
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