Machine Learning 101 : Introduction to Machine Learning

Description

Purchase Machine Learning 101 : Introduction to Machine Learning Course at GiOlib. We actively participate in group buys and are committed to sharing knowledge with a wider audience. What's more, our courses maintain the same quality as the original sale page. You have the option to buy directly from the sale page at the full price (sale page link is provided within the post).

Machine Learning 101 : Introduction to Machine Learning

What you’ll learn

The Learning Problem
Learning from Data
Is Learning Feasible?
The Linear Model
Error and Noise
Training versus Testing
Theory of Generalization
The VC Dimension
Bias-Variance Tradeoff
Neural Networks
Overfitting
Regularization
Validation
Support Vector Machines
Kernel Methods
Radial Basis Functions
Three Learning Principles
Epilogue
What is learning?
Can a machine learn?
Identify basic theoretical principles, algorithms, and applications of Machine Learning
Elaborate on the connections between theory and practice in Machine Learning
Master the mathematical and heuristic aspects of Machine Learning and their applications to real world situations

Get Machine Learning 101 : Introduction to Machine Learning download

Requirements

Anyone who interest Machine Learning can take this course

Description

Introduction to Machine Learning

Machine Learning 101 : Introduction to Machine Learning

Introductory Machine Learning course covering theory, algorithms and applications.

This is an introductory course in machine learning (ML) that covers the basic theory, algorithms, and applications. ML is a key technology in Big Data, and in many financial, medical, commercial, and scientific applications. It enables computational systems to adaptively improve their performance with experience accumulated from the observed data. ML has become one of the hottest fields of study today, taken up by undergraduate and graduate students from 15 different majors. This course balances theory and practice, and covers the mathematical as well as the heuristic aspects. The lectures below follow each other in a story-like fashion:

What is learning?

Can a machine learn?

How to do it?

How to do it well?

Take-home lessons.

Outline of this Course;

Lecture 1: The Learning Problem

Lecture 2: Is Learning Feasible?

Lecture 3: The Linear Model I

Lecture 4: Error and Noise

Lecture 5: Training versus Testing

Lecture 6: Theory of Generalization

Lecture 7: The VC Dimension

Lecture 8: Bias-Variance Tradeoff

Lecture 9: The Linear Model II

Lecture 10: Neural Networks

Lecture 11: Overfitting

Lecture 12: Regularization

Lecture 13: Validation

Lecture 14: Support Vector Machines

Lecture 15: Kernel Methods

Lecture 16: Radial Basis Functions

Lecture 17: Three Learning Principles

Lecture 18: Epilogue

This course has some videos on youtube that has Creative Commen Licence (CC).
Who this course is for:

If you have no prior coding or scripting experience, you can also attend this lesson.
Anyone who interest Data Science
Anyone who interest Learning From Data
Anyone who interest how deep learning really works
Software developers or programmers who want to transition into the lucrative data science and machine learning career path will learn a lot from this course.

Get Machine Learning 101 : Introduction to Machine Learning download

---

Purchase the Machine Learning 101 : Introduction to Machine Learning course at the best price at GiOlib. Upon completing your purchase, you will gain access to the downloads page. where you can conveniently retrieve all associated course files. Additionally, we will send you a download notification email to your registered mail.

Unlock your full potential with our Machine Learning 101 : Introduction to Machine Learning courses. Our courses are meticulously designed to empower you with the skills and knowledge needed for excellence.

Why wait? Take the first step towards greatness by acquiring our Machine Learning 101 : Introduction to Machine Learning courses today. We ensure a smooth and secure purchasing experience that guarantees your peace of mind. Rest assured that your financial information is safeguarded through our trusted payment gateways, Stripe and PayPal.

Stripe, renowned for its robust security measures, offers a secure and dependable payment process. Your sensitive data is encrypted using state-of-the-art technology, ensuring its confidentiality throughout the transaction.

PayPal, a globally recognized payment platform, adds an extra layer of security. With its buyer protection program, you can make your purchase with confidence, knowing that your financial details are protected, allowing you to focus on your learning journey.

Is it secure? to Use of?

• Rest assured, your identity remains completely confidential. We do not share your information with anyone, ensuring the utmost security when you buy the Machine Learning 101 : Introduction to Machine Learning course.
• 100% Safe Checkout Privateness coverage
• We employ robust communication and encryption methods to protect sensitive information. All card numbers are encrypted using AES at rest-256, and the transmission of card numbers occurs in a separate hosting environment, without sharing or storing any data.

How Will the Course Be Delivered?

• Upon successful payment for the “Machine Learning 101 : Introduction to Machine Learning course”, Most of the products will come to you immediately. But for some products were posted for offer. Please wait for our response, it might take a few hours due to the time zone difference.
• If this occurs, kindly be patient. Our technical department will process the link shortly, and you will receive notifications directly via email. Your patience is greatly appreciated.

What Shipping Methods Are Available?

• You will receive a download link in the invoice or in YOUR ACCOUNT.
• The course link is always accessible. Simply log in to your account to download the Machine Learning 101 : Introduction to Machine Learning course whenever you need.
• You can study online or download the content for better results, making it accessible from any device. Ensure your system does not go to sleep during the download process..

How Do I Track Order?

• We promptly update the status of your order following your payment. If, after 7 days, there is no download link provided, the system will automatically process a refund..
• We love to hear from you. Please don’t hesitate to email us with any comments, questions and suggestions.