Understanding Machine Learning (David Chappell, 2019)

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david chappell, 2019 understanding learning chappell machine david 2019

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76.44 MB

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6/11/2026

Last Activity

6/11/2026

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E8A06A2EF9A9E08824FF9E8FA6F3B01AA07C8A4F

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Files (47)

exercise.7z

2.35 MB

playlist.m3u

1.45 KB

~i.txt

964 Bytes

1. Course Overview

2 files • 3.41 MB

1. Course Overview.mp4

1. Course Overview/1. Course Overview.mp4

3.41 MB

1. Course Overview.vtt

1. Course Overview/1. Course Overview.vtt

1.7 KB

2. Introduction

2 files • 1.61 MB

1. Introduction.mp4

2. Introduction/1. Introduction.mp4

1.61 MB

1. Introduction.vtt

2. Introduction/1. Introduction.vtt

1.28 KB

3. What Is Machine Learning

12 files • 18.94 MB

1. Getting Started.mp4

3. What Is Machine Learning/1. Getting Started.mp4

2.78 MB

1. Getting Started.vtt

3. What Is Machine Learning/1. Getting Started.vtt

1.76 KB

2. Finding Patterns.mp4

3. What Is Machine Learning/2. Finding Patterns.mp4

5.79 MB

2. Finding Patterns.vtt

3. What Is Machine Learning/2. Finding Patterns.vtt

2.98 KB

3. Machine Learning in a Nutshell.mp4

3. What Is Machine Learning/3. Machine Learning in a Nutshell.mp4

1.3 MB

3. Machine Learning in a Nutshell.vtt

3. What Is Machine Learning/3. Machine Learning in a Nutshell.vtt

1.02 KB

4. Why Is Machine Learning So Hot Right Now.mp4

3. What Is Machine Learning/4. Why Is Machine Learning So Hot Right Now.mp4

4.86 MB

4. Why Is Machine Learning So Hot Right Now.vtt

3. What Is Machine Learning/4. Why Is Machine Learning So Hot Right Now.vtt

3.96 KB

5. The Ethics of Machine Learning.mp4

3. What Is Machine Learning/5. The Ethics of Machine Learning.mp4

3.03 MB

5. The Ethics of Machine Learning.vtt

3. What Is Machine Learning/5. The Ethics of Machine Learning.vtt

2.97 KB

6. The Main Points.mp4

3. What Is Machine Learning/6. The Main Points.mp4

1.16 MB

6. The Main Points.vtt

3. What Is Machine Learning/6. The Main Points.vtt

663 Bytes

4. The Machine Learning Process

10 files • 22.32 MB

1. Getting Started.mp4

4. The Machine Learning Process/1. Getting Started.mp4

2 MB

1. Getting Started.vtt

4. The Machine Learning Process/1. Getting Started.vtt

1.4 KB

2. Asking the Right Question.mp4

4. The Machine Learning Process/2. Asking the Right Question.mp4

4.43 MB

2. Asking the Right Question.vtt

4. The Machine Learning Process/2. Asking the Right Question.vtt

2.62 KB

3. Illustrating the Machine Learning Process.mp4

4. The Machine Learning Process/3. Illustrating the Machine Learning Process.mp4

5.37 MB

3. Illustrating the Machine Learning Process.vtt

4. The Machine Learning Process/3. Illustrating the Machine Learning Process.vtt

3.46 KB

4. Example Machine Learning Scenarios.mp4

4. The Machine Learning Process/4. Example Machine Learning Scenarios.mp4

8.33 MB

4. Example Machine Learning Scenarios.vtt

4. The Machine Learning Process/4. Example Machine Learning Scenarios.vtt

7.33 KB

5. The Main Points.mp4

4. The Machine Learning Process/5. The Main Points.mp4

2.17 MB

5. The Main Points.vtt

4. The Machine Learning Process/5. The Main Points.vtt

1.16 KB

5. A Closer Look at the Machine Learning Process

18 files • 27.81 MB

1. Getting Started.mp4

5. A Closer Look at the Machine Learning Process/1. Getting Started.mp4

1.23 MB

1. Getting Started.vtt

5. A Closer Look at the Machine Learning Process/1. Getting Started.vtt

921 Bytes

2. Some Terminology.mp4

5. A Closer Look at the Machine Learning Process/2. Some Terminology.mp4

2.82 MB

2. Some Terminology.vtt

5. A Closer Look at the Machine Learning Process/2. Some Terminology.vtt

2.11 KB

3. Data Pre-processing.mp4

5. A Closer Look at the Machine Learning Process/3. Data Pre-processing.mp4

4.1 MB

3. Data Pre-processing.vtt

5. A Closer Look at the Machine Learning Process/3. Data Pre-processing.vtt

2.42 KB

4. Categorizing Machine Learning Problems.mp4

5. A Closer Look at the Machine Learning Process/4. Categorizing Machine Learning Problems.mp4

3.49 MB

4. Categorizing Machine Learning Problems.vtt

5. A Closer Look at the Machine Learning Process/4. Categorizing Machine Learning Problems.vtt

2.5 KB

5. Styles of Machine Learning Algorithms.mp4

5. A Closer Look at the Machine Learning Process/5. Styles of Machine Learning Algorithms.mp4

1.7 MB

5. Styles of Machine Learning Algorithms.vtt

5. A Closer Look at the Machine Learning Process/5. Styles of Machine Learning Algorithms.vtt

1.48 KB

6. Training and Testing a Model.mp4

5. A Closer Look at the Machine Learning Process/6. Training and Testing a Model.mp4

9.11 MB

6. Training and Testing a Model.vtt

5. A Closer Look at the Machine Learning Process/6. Training and Testing a Model.vtt

5.69 KB

7. Using a Model.mp4

5. A Closer Look at the Machine Learning Process/7. Using a Model.mp4

959.52 KB

7. Using a Model.vtt

5. A Closer Look at the Machine Learning Process/7. Using a Model.vtt

1.09 KB

8. Implementing Machine Learning.mp4

5. A Closer Look at the Machine Learning Process/8. Implementing Machine Learning.mp4

3.52 MB

8. Implementing Machine Learning.vtt

5. A Closer Look at the Machine Learning Process/8. Implementing Machine Learning.vtt

2.25 KB

9. Summary.mp4

5. A Closer Look at the Machine Learning Process/9. Summary.mp4

921.5 KB

9. Summary.vtt

5. A Closer Look at the Machine Learning Process/9. Summary.vtt

972 Bytes

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