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Artificial Intelligence (AI) Course (3 Module Bundle)
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Artificial Intelligence Course Program Overview
Aritificial Intelligence Master Symbol Legend
Module 10: Fundamental Artificial Intelligence
Module 10 Overview
Lesson 1: Understanding AI (19:32)
Exercise 10.1
Lesson 2: Fundamental Terms and Concepts (9:39)
Exercise 10.2
Lesson 3: Common AI Practices (31:01)
Exercise 10.3
Lesson 4: Understanding Neural Networks (40:41)
Exercise 10.4
Lesson 5: Building AI Systems (4:53)
Supplement: Artificial Intelligence Systems Neural Networks and Neuron Types Mapping Reference Matrix
Supplement: Artificial Intelligence Systems Neural Networks and Practices Mapping Reference Matrix
Supplement: Artificial Intelligence Systems Problem Types and Practices Mapping Reference Matrix
Supplement: Artificial Intelligence Systems Problem Types and Neural Networks Mapping Reference Matrix
Supplement: Artificial Intelligence Algorithms and Practices Reference Supplement
Supplement: Artificial Intelligence Neural Networks Reference Supplement
Module 11: Advanced Artificial Intelligence
Module 11 Overview
Lesson 1: Data Wrangling Patterns (17:23)
Exercise 11.1
Lesson 2: Supervised Learning Patterns (16:55)
Exercise 11.2
Lesson 3: Unsupervised Learning Patterns (17:08)
Exercise 11.3
Lesson 4: Model Evaluation Patterns (13:01)
Exercise 11.4
Lesson 5: Model Optimization Patterns (14:55)
Exercise 11.5
Artificial Intelligence Systems Neural Networks and Design Patterns Mapping Reference Matrix
Artificial Intelligence Systems Problem Types and Design Patterns Mapping Reference Matrix
Artificial Intelligence Systems Practices and Design Patterns Mapping Reference Matrix
Module 12: Artificial Intelligence Lab
Module 12 Overview
Reading Exercise 12.1: Case Study: Big Online Bazaar (BOB) Industries (~5 minutes)
Lab Exercise 12.2: Preparing Model Training Data (~60 minutes)
Lab Exercise 12.3: Refining the Model (~45 minutes)
Lab Exercise 12.4: Model Performance Evaluation (~30 minutes)
Reading Exercise 12.5: Case Study: Finance Link Connect (FLC) Services (~5 minutes)
Lab Exercise 12.6: Configuring the Neural Network (~45 minutes)
Lab Exercise 12.7: Improving Predictions with Missing Features (~45 minutes)
Lab Exercise 12.8: Recognizing Images and Patterns for Fraud Protection (~30 minutes)
Lab Exercise 12.9: Processing Numerical and Textual Input (~30 minutes)
Reading Exercise 12.10: Case Study Background: SocialMeer Media Services (~5 minutes)
Lab Exercise 12.11: Creating Categorized User Groups and Identifying Common Interests (~30 minutes)
Lab Exercise 12.12: Establishing Active Buyers Categories (~45 minutes)
Lab Exercise 12.13: Advanced User Targeting (~30 minutes)
Become a Certified Artificial Intelligence Specialist
Step 1 - Take the Self-Test (Optional)
Step 2 - Order and Schedule the Exam
Step 3 - Purchase Exam Prep Kit (Optional)
Add-Ons
Digital Training Badge (Acclaim/Credly)
Online Coaching
Downloadable Digital Course Materials (PDFs)
Printed Course Materials
eLearning Study Kit Account
Artificial Intelligence Course Program Overview
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