
Comprehensive Learning
Dive deep into the world of Machine Learning with our structured curriculum that covers all the essentials.

Hands-On Experience
Gain practical experience through real-world projects and case studies, ensuring you can apply your knowledge effectively.

Expert Guidance
Learn from industry experts who are passionate about sharing their knowledge and helping you succeed.
About the Course
Embark on a transformative journey with our Machine Learning course. Whether you're a beginner or an experienced professional, our 3-module course is designed to equip you with the skills and knowledge needed to excel in the field of Machine Learning. Join us and unlock your potential today!

Meet Your Instructor
Hi, I'm [Your Name], your guide on this Machine Learning adventure. With years of experience in the industry, I'm here to share my expertise and help you master the intricacies of Machine Learning. Let's dive in together and elevate your skills to new heights!
Curriculum
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1
Start Here
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Machine Learning Course Program Overview
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Arcitura Machine Learning Training & Certification Guide
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Machine Learning Symbol Legend Poster
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2
Module 7: Fundamental Machine Learning
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Module 7 Overview
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Module 7 Mind Map Poster
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Lesson 1: Understanding Machine Learning
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Exercise 7.1
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Lesson 2: Fundamental Terms and Concepts
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Exercise 7.2
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Lesson 3: How Machine Learning Works
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Lesson 4: Machine Learning Algorithms and Practices
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Exercise 7.4
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Lesson 5: How Machine Learning Systems Work
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Exercise 7.5
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Lesson 6: Machine Learning in the Industry
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Supplement: Fundamental Machine Learning
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3
Module 8: Advanced Machine Learning
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Module 8 Overview
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Module 8 Mind Map Poster
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Lesson 1: Data Exploration Patterns
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Video Lesson 1: Data Exploration Patterns
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Exercise 8.1
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Lesson 2: Data Reduction Patterns
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Video Lesson 2: Data Reduction Patterns
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Exercise 8.2
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Lesson 3: Data Wrangling Patterns
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Video Lesson 3: Data Wrangling Patterns
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Exercise 8.3
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Lesson 4: Supervised Learning Patterns
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Video Lesson 4: Supervised Learning Patterns
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Exercise 8.4
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Lesson 5: Unsupervised Learning Patterns
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Video Lesson 5 - Unsupervised Learning Patterns
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Exercise 8.5
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Lesson 6: Model Evaluation Patterns
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Video Lesson 6: Model Evaluation Patterns
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Exercise 8.6
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Lesson 7: Model Optimization Patterns
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Video Lesson 7: Model Optimization Patterns
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Exercise 8.7
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Supplement: Patterns and Mechanisms Mapping Reference Matrix
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4
Module 9: Machine Learning Lab
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Module 9 Overview
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Reading Exercise 9.1 Mini Case Study RHE R_D Company
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Lab Exercise 9.2 Retrieving the Training Data
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Lab Exercise 9.2 Worksheets
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Lab Exercise 9.2 Answer
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Lab Exercise 9.3 Selecting the Correct Algorithm
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Lab Exercise 9.3 Worksheets
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Lab Exercise 9.3 Answer
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Lab Exercise 9.4 Modeling Features and Representation
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Lab Exercise 9.4 Worksheets
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Lab Exercise 9.4 Answer
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Lab Exercise 9.5 Measuring and Optimizing the Trained Model
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Lab Exercise 9.5 Worksheets
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Lab Exercise 9.5 Answer
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Lab Exercise 9.6 Correcting Inconsistent Features
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Lab Exercise 9.6 Worksheets
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Lab Exercise 9.6 Answer
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Reading Exercise 9.7 Mini Case Study GTO Financial Institution
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Lab Exercise 9.8 Identifying Customer Transaction Data
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Lab Exercise 9.8 Worksheets
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Lab Exercise 9.8 Answer
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Lab Exercise 9.9 Assessing Customer Risk
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Lab Exercise 9.9 Worksheets
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Lab Exercise 9.9 Answer
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Lab Exercise 9.10 Identifying Alarming Spending Patterns
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Lab Exercise 9.10 Worksheets
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Lab Exercise 9.10 Answer
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Supplement: Module 9 Mind Map Poster
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5
Become a Certified Machine Learning Specialist
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Step 1 - Take the Self-Test (Optional)
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Step 2 - Order the Certification Exam
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Step 3 - Pass the Certification Exam
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6
Add-Ons
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Instructor-Led Training
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Virtual Coaching
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Printed Course Materials
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What People Are Saying
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Ready to Master Machine Learning?
Join our course today and take the first step towards becoming a Machine Learning expert.