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Digital Transformation: Fundamental Data Science Course (3 Modules)
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Digital Transformation: Fundamental Data Science Course Program Overview
Module 9: Fundamental Big Data Analysis & Analytics
Module 9 Overview
Module 9 Symbol Overview
Lesson 1: Understanding Data (5:39)
Exercise 9.1
Lesson 2: Introducing Big Data (12:31)
Exercise 9.2
Lesson 3: Understanding Data in Big Data Environments (6:41)
Lesson 4: Traditional Enterprise Technologies that Process Big Data (6:53)
Lesson 5: Introduction to Big Data Analysis (7:08)
Lesson 6: Introduction to Big Data Analytics (12:05)
Exercise 9.3
Lesson 7: Business Intelligence & Big Data (4:33)
Lesson 8: Data Visualization & Big Data (2:57)
Exercise 9.4
Lesson 9: Big Data Adoption & Planning Considerations (9:30)
Supplement: Big Data Science Fundamental Big Data Science & Analytics
Module 10: Fundamental Machine Learning
Module 10 Overview
Module 10 Symbol Overview
Lesson 1: Understanding Machine Learning (20:09)
Exercise 10.1
Lesson 2: Fundamental Terms and Concepts (8:03)
Exercise 10.2
Lesson 3: How Machine Learning Works (4:22)
Exercise 10.3
Lesson 4: Machine Learning Algorithms and Practices (24:43)
Exercise 10.4
Lesson 5: How Machine Learning Systems Work (12:44)
Exercise 10.5
Lesson 6: Machine Learning in the Industry (4:29)
Supplement: Machine Learning Algorithms and Practices Reference Supplement
Supplement: Patterns and Mechanisms Mapping Reference Matrix
Module 11: Fundamental Artificial Intelligence
Module 11 Overview
Module 11 Symbol Overview
Lesson 1: Understanding AI (19:30)
Exercise 11.1
Lesson 2: Fundamental Terms and Concepts (9:37)
Exercise 11.2
Lesson 3: Common AI Practices (40:39)
Exercise 11.3
Lesson 4: Understanding Neural Networks (4:51)
Exercise 11.4
Lesson 5: Building AI Systems (31:00)
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
Become a Certified Digital Transformation Data Science Professional
Step 1 - Take the Self-Test (Optional)
Step 2 - Order and Schedule the Exam
Step 3 - Purchase Exam Prep Kit (Optional)
Add-Ons
Instructor-Led Training & Coaching Information
Online Coaching Order
Digital Training Badge (Acclaim/Credly)
Downloadable Digital Course Materials (PDFs)
Printed Course Materials
eLearning Study Kit Account
Supplement: Artificial Intelligence Neural Networks Reference Supplement
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