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The Premium Machine Learning Artificial Intelligence Super Bundle

Name: The Premium Machine Learning Artificial Intelligence Super Bundle
Brand: Juan Galvan
Price: 36.99 USD
Availability: InStock
Rating: 4 (5 reviews)

5 Reviews

582 Enrolled

12 Courses & 68 Hours

Deal Price$36.99

Suggested Price

$156.00

You save 76%

🔥 500+ Sold! Selling Fast

What's Included

$13.00 Value

Machine Learning with Python

Juan Galvan

60 Lessons (9h)

Lifetime

Experience level required: Intermediate
Access 60 lectures & 9 hours of content 24/7
Length of time users can access this course: Lifetime

Course Curriculum

60 Lessons (9h)

Your First Program
Preview
9. Machine Learning
Intro to Machine Learning26:03
15. Decision Trees
15.1 Decision Trees Section Overview4:11
15.2 EDA on Adult Dataset16:53
15.3 What is Entropy and Information Gain21:50
15.4 The Decision Tree ID3 algorithm from scratch Part 111:32
15.5 The Decision Tree ID3 algorithm from scratch Part 27:35
15.6 The Decision Tree ID3 algorithm from scratch Part 34:07
15.7 ID3 - Putting Everything Together21:23
15.8 Evaluating our ID3 implementation16:53
15.9 Compare with Sklearn implementation8:51
15.10 Visualizing the Tree10:15
15.11 Plot the features importance5:51
15.12 Decision Trees Hyper-parameters11:39
15.13 Pruning17:11
15.14 [Optional] Gain Ration2:49
15.15 Decision Trees Pros and Cons7:31
15.16 [Project] Predict whether income exceeds $50Kyr - Overview2:33
16. Ensemble Learning and Random Forests
Ensemble Learning Section Overview3:46
What is Ensemble Learning?13:06
What is Bootstrap Sampling?8:25
What is Bagging?5:20
Out-of-Bag Error (OOB Error)7:47
Implementing Random Forests from scratch Part 122:34
Implementing Random Forests from scratch Part 26:10
Compare with sklearn implementation3:41
Random Forests Hyper-Parameters4:23
Random Forests Pros and Cons5:25
What is Boosting?4:41
AdaBoost Part 14:10
AdaBoost Part 214:33
17. Support Vector Machines
SVM - Outline5:15
SVM - SVM intuition11:38
SVM - Hard vs Soft Margin13:25
SVM - C Hyper-Parameter4:17
SVM - Kernel Trick12:18
SVM - Kernel Types18:13
SVM - with Linear Dataset13:35
SVM - Non-Linear Dataset12:50
SVM- Multi _ Regression5:51
SVM - Project Overview (Voice Gender Recognition)4:26
19. PCA
PCA - Section Overview5:12
What is PCA9:36
PCA - Drawbacks3:31
PCA - Algorithm Steps13:12
PCA - Covariance Matrix vs SVD4:58
PCA - Main Applications2:50
PCA - Image Compression27:00
PCA - Data Preprocessing14:31
PCA - BiPlot and The Screen Plot17:27
PCA - Feature Scaling and Screeplot9:29
PCA - Supervised vs unsupervised4:55
PCA - Visualization7:31
20. Data Science Career
Creating a Data Science Resume6:45
Data Science Cover Letter3:33
How to Contact Recruiters4:20
Getting Started with Freelancing4:13
Top Freelance Websites5:35
Personal Branding4:02
Networking Do's and Don'ts3:45
Importance of a Website2:56

Machine Learning with Python

Juan GalvanJuan E. Galvan | Top Instructor | Digital Entrepreneur 4.4/5 Instructor Rating: ★ ★ ★ ★ ★ ★

Juan Galvan has been an Entrepreneur since grade school. He has started several companies, created many products, and sold on various online marketplaces with great success. He founded Sezmi SEO, an agency based out of Seattle, Washington.

His collection of principles, thoughts, and sayings has grown over the years. These have come from the teachings of powerful and famous people like Warren Buffett, Charlie Munger, Peter Drucker, Jim Rohn and his personal mentors.

Description

In this practical, hands-on course, our main objective is to give you the foundational educations of Machine Learning with Python. Understandably, a theory is important to build a solid foundation. However, that theory alone isn’t going to get the job done, so that’s why this course is packed with practical hands-on examples that you can follow step by step. This section gives you a full introduction to Machine Learning, including Supervised & Unsupervised ML with hands-on, step-by-step training.

Access 77 lectures & 12 hours of content 24/7
Introduction to Machine learning
Understand data processing
Learn about linear regression & logistic regression
Know what decision trees, ensemble learning, K-nearest neighbors & others are all about
Gain insights on support vector machines, PCA & K-means clustering

Specs

Important Details

Length of time users can access this course: lifetime
Access options: desktop & mobile
Redemption deadline: redeem your code within 30 days of purchase
Certification of completion included
Experience level required: intermediate
Have questions on how digital purchases work? Learn more here

Requirements

Any device with basic specifications

$13.00 Value

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Deep Learning with Python

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59 Lessons (10h)

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Tensorflow & Keras Masterclass for Machine Learning and AI in Python

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Harness the Power of the H2O Framework for Machine Learning in R

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6 Lessons (1h)

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Create an Image Detection App from Scratch using Machine Learning

Kalob Taulien

12 Lessons (1h)

Lifetime

$13.00 Value

Machine Learning for Absolute Beginners

John Bura

28 Lessons (2h)

Lifetime

$13.00 Value

Python Data Analysis & Visualization

Juan Galvan

11 Lessons (2h)

Lifetime

$13.00 Value

Machine Learning with R

Juan Galvan

13 Lessons (7h)

Lifetime

$13.00 Value

Machine Learning with Python

Juan Galvan

60 Lessons (9h)

Lifetime

$13.00 Value

Python Basic and Advanced Functions

Juan Galvan

19 Lessons (3h)

Lifetime

Terms

Unredeemed licenses can be returned for store credit within 30 days of purchase. Once your license is redeemed, all sales are final.

5 Reviews

4/ 5

All reviews are from verified purchasers collected after purchase.

Maunish Chokshi

Verified Buyer

AI is huge, and there is so much cluttered material in the net. Anything organized in one course at such a steep discount is a great deal. Keep learning and make models that will rule the future.

Jan 12, 2022

Aaron Duncan

Verified Buyer

I love how detailed this course was and how it seemed to cover so many aspects of r Machine Learning and AI!

Jan 3, 2022

zied nasri

Verified Buyer

Almost good bundle of complementary courses to start learning AI. Needs more depth and some documents for downloadig

Oct 18, 2021

Carlos Cruzado

Verified Buyer

The Premium Machine Learning Artificial Intelligence Super Bundle is amazing, lot of information on Machine Learning and Artificial Intelligence. Great quality on videos. Must have this bundle!!!

Sep 30, 2021

marcello becchi

Verified Buyer

no idea I have not check it out yet. from what I have read it seems a good introduction to AI. I will see once I dig into it.

Sep 20, 2021

The Premium Machine Learning Artificial Intelligence Super Bundle

5 Reviews

582 Enrolled

12 Courses & 68 Hours

Deal Price$36.99

Suggested Price

$156.00

You save 76%

🔥 500+ Sold! Selling Fast

What's Included

$13.00 Value

Machine Learning with Python

Juan Galvan

60 Lessons (9h)

Lifetime

Experience level required: Intermediate
Access 60 lectures & 9 hours of content 24/7
Length of time users can access this course: Lifetime

Course Curriculum

60 Lessons (9h)

Your First Program
Preview
9. Machine Learning
Intro to Machine Learning26:03
15. Decision Trees
15.1 Decision Trees Section Overview4:11
15.2 EDA on Adult Dataset16:53
15.3 What is Entropy and Information Gain21:50
15.4 The Decision Tree ID3 algorithm from scratch Part 111:32
15.5 The Decision Tree ID3 algorithm from scratch Part 27:35
15.6 The Decision Tree ID3 algorithm from scratch Part 34:07
15.7 ID3 - Putting Everything Together21:23
15.8 Evaluating our ID3 implementation16:53
15.9 Compare with Sklearn implementation8:51
15.10 Visualizing the Tree10:15
15.11 Plot the features importance5:51
15.12 Decision Trees Hyper-parameters11:39
15.13 Pruning17:11
15.14 [Optional] Gain Ration2:49
15.15 Decision Trees Pros and Cons7:31
15.16 [Project] Predict whether income exceeds $50Kyr - Overview2:33
16. Ensemble Learning and Random Forests
Ensemble Learning Section Overview3:46
What is Ensemble Learning?13:06
What is Bootstrap Sampling?8:25
What is Bagging?5:20
Out-of-Bag Error (OOB Error)7:47
Implementing Random Forests from scratch Part 122:34
Implementing Random Forests from scratch Part 26:10
Compare with sklearn implementation3:41
Random Forests Hyper-Parameters4:23
Random Forests Pros and Cons5:25
What is Boosting?4:41
AdaBoost Part 14:10
AdaBoost Part 214:33
17. Support Vector Machines
SVM - Outline5:15
SVM - SVM intuition11:38
SVM - Hard vs Soft Margin13:25
SVM - C Hyper-Parameter4:17
SVM - Kernel Trick12:18
SVM - Kernel Types18:13
SVM - with Linear Dataset13:35
SVM - Non-Linear Dataset12:50
SVM- Multi _ Regression5:51
SVM - Project Overview (Voice Gender Recognition)4:26
19. PCA
PCA - Section Overview5:12
What is PCA9:36
PCA - Drawbacks3:31
PCA - Algorithm Steps13:12
PCA - Covariance Matrix vs SVD4:58
PCA - Main Applications2:50
PCA - Image Compression27:00
PCA - Data Preprocessing14:31
PCA - BiPlot and The Screen Plot17:27
PCA - Feature Scaling and Screeplot9:29
PCA - Supervised vs unsupervised4:55
PCA - Visualization7:31
20. Data Science Career
Creating a Data Science Resume6:45
Data Science Cover Letter3:33
How to Contact Recruiters4:20
Getting Started with Freelancing4:13
Top Freelance Websites5:35
Personal Branding4:02
Networking Do's and Don'ts3:45
Importance of a Website2:56

Machine Learning with Python

Description

Access 77 lectures & 12 hours of content 24/7
Introduction to Machine learning
Understand data processing
Learn about linear regression & logistic regression
Know what decision trees, ensemble learning, K-nearest neighbors & others are all about
Gain insights on support vector machines, PCA & K-means clustering

Specs

Important Details

Length of time users can access this course: lifetime
Access options: desktop & mobile
Redemption deadline: redeem your code within 30 days of purchase
Certification of completion included
Experience level required: intermediate
Have questions on how digital purchases work? Learn more here

Requirements

Any device with basic specifications

$13.00 Value

Machine Learning & Data Science Developer Certification Program

Starweaver

64 Lessons (11h)

Lifetime

$13.00 Value

Complete Machine Learning & Data Science with Python | A-Z

Oak Academy

45 Lessons (8h)

Lifetime

$13.00 Value

Deep Learning with Python

Oak Academy

59 Lessons (10h)

Lifetime

$13.00 Value

Tensorflow & Keras Masterclass for Machine Learning and AI in Python

Minerva

61 Lessons (5h)

Lifetime

$13.00 Value

Harness the Power of the H2O Framework for Machine Learning in R

Minerva

6 Lessons (1h)

Lifetime

$13.00 Value

Create an Image Detection App from Scratch using Machine Learning

Kalob Taulien

12 Lessons (1h)

Lifetime

$13.00 Value

Machine Learning for Absolute Beginners

John Bura

28 Lessons (2h)

Lifetime

$13.00 Value

Python Data Analysis & Visualization

Juan Galvan

11 Lessons (2h)

Lifetime

$13.00 Value

Machine Learning with R

Juan Galvan

13 Lessons (7h)

Lifetime

$13.00 Value

Machine Learning with Python

Juan Galvan

60 Lessons (9h)

Lifetime

$13.00 Value

Python Basic and Advanced Functions

Juan Galvan

19 Lessons (3h)

Lifetime

Terms

Unredeemed licenses can be returned for store credit within 30 days of purchase. Once your license is redeemed, all sales are final.

5 Reviews

4/ 5

All reviews are from verified purchasers collected after purchase.

Maunish Chokshi

Verified Buyer

AI is huge, and there is so much cluttered material in the net. Anything organized in one course at such a steep discount is a great deal. Keep learning and make models that will rule the future.

Jan 12, 2022

Aaron Duncan

Verified Buyer

I love how detailed this course was and how it seemed to cover so many aspects of r Machine Learning and AI!

Jan 3, 2022

zied nasri

Verified Buyer

Almost good bundle of complementary courses to start learning AI. Needs more depth and some documents for downloadig

Oct 18, 2021

Carlos Cruzado

Verified Buyer

The Premium Machine Learning Artificial Intelligence Super Bundle is amazing, lot of information on Machine Learning and Artificial Intelligence. Great quality on videos. Must have this bundle!!!

Sep 30, 2021

marcello becchi

Verified Buyer

no idea I have not check it out yet. from what I have read it seems a good introduction to AI. I will see once I dig into it.

Sep 20, 2021

The Premium Machine Learning Artificial Intelligence Super Bundle | Joyus