Artificial Intelligence Foundation & Intermediate Training

This artificial Intelligence course is designed to help learners decode the mystery of artificial intelligence and its business applications. The course provides an overview of AI concepts and workflows, machine learning and deep learning, and performance metrics. You’ll learn the difference between supervised, unsupervised and reinforcement learning; be exposed to use cases, and see how clustering and classification algorithms help identify AI business applications. Both the Foundation & Intermediate level is combined for the ultimate experience, nevertheless – candidates can choose to just take Foundation level (which is the first 2 days of this program).

Course Features

  • 3 Days Workshop
  • Completion Certificate awarded by CCSD, UK

Course Schedule

september, 2020

Course Outline

Introduction to Artificial Intelligence

  • 01 – Decoding Artificial Intelligence
  • 02 Meaning, Scope, and Stages Of Artificial Intelligence
  • 03 Three Stages of Artificial Intelligence
  • 04 Applications of Artificial Intelligence
  • 05 Image Recognition
  • 06 Applications of Artificial Intelligence – Examples
  • 07 Effects of Artificial Intelligence on Society
  • 08 Supervises Learning for Telemedicine
  • 09 Solves Complex Social Problems
  • 10 Benefits Multiple Industries
  • 11 Key Takeaways
  • Knowledge Check

Fundamentals of Machine Learning

  • 01 Fundamentals Of Machine Learning and Deep Learning
  • 02 Meaning of Machine Learning
  • 03 Relationship between Machine Learning and Statistical Analysis
  • 04 Process of Machine Learning
  • 05 Types of Machine Learning
  • 06 Meaning of Unsupervised Learning
  • 07 Meaning of Semi-supervised Learning
  • 08 Algorithms of Machine Learning
  • 09 Regression
  • 10 Naive Bayes
  • 11 Naive Bayes Classification
  • 12 Machine Learning Algorithms
  • 13 Deep Learning
  • 14 Artificial Neural Network Definition
  • 15 Definition of Perceptron
  • 16 Online and Batch Learning
  • 17 Key Takeaways
  • Knowledge Check

Machine Learning Workflow

  • 01 Learning Objective
  • 02 Machine Learning Workflow
  • 03 Get more data
  • 04 Ask a Sharp Question
  • 05 Add Data to the Table
  • 06 Check for Quality
  • 07 Transform Features
  • 08 Answer the Questions
  • 09 Use the Answer
  • 10 Key takeaways
  • Knowledge Check

Performance Metrics

  • 01 Performance Metrics
  • 02 Need For Performance Metrics
  • 03 Key Methods Of Performance Metrics
  • 04 Confusion Matrix Example
  • 05 Terms Of Confusion Matrix
  • 06 Minimize False Cases
  • 07 Minimize False Positive Example
  • 08 Accuracy
  • 09 Precision
  • 10 Recall Or Sensitivity
  • 11 Specificity
  • 12 F1 Score
  • 13 Key takeaways
  • Knowledge Check
  • Chat-bot Essentials
  • What are frameworks to apply on building a chat-bot
  • What are the do’s and dont’s in enhancing the chat-bot
  • Machine Learning with Phyton using Scikit-learn(formerly scikits.learn)
  • Machine Learning Approach
  • Steps 1 and 2
  • Steps 3 and 4
  • How it Works
  • Steps 5 and 6
  • Assignment 01
  • Demo Assignment 01
  • Supervised Learning Model Considerations
  • Knowledge Check
  • Scikit-Learn
  • Knowledge Check
  • Key Takeways into Case Study
  • How Big Data combines with AI to provide smart recommendations
  • Supervised Learning Models – Logistic Regression
  • Unsupervised Learning Models
  • Pipeline
  • Model Persistence and Evaluation
  • Knowledge Check
  • Natural Language processing with Scikit Learn
  • NLP Overview
  • NLP Applications
  • Knowledge check
  • Scenario Based Examination

Final Examination

FAQ

  1. Software developers
  2. IT managers
  3. Service management professionals
  4. Technology Managers
  5. IT Managers and CIOs
  6. Service Managers (with or without an ITIL background)
  7. Service Management Professionals
  8. Cloud Strategy and Management Consultants
  9. Service Architects, Technical Pre-Sales Consultants
  10. IT Business Owners

Payment Methods

We offer the following options:
  • Cash
  • HRDF Claimable
  • Maybank Ezpay (Up to 24 months @ 0% Interest)
  • CIMB Easy Pay (Up to 24 months @ 0% Interest)
  • Cash Installment (Case by case basis)

Yes, I'm Interested

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