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Step-By-Step Machine Learning With Python

Put your Python skills to the test and enter the big world of data science to learn the most effective machine learning tools and techniques with this interesting guide.
/5
Created by Packt Publishing

8.9

CourseMarks Score®

9.7

Freshness

N/A

Feedback

7.6

Content

Platform: Simpliv Learning
Price: $149.99
Video: 4h55m
Language: English
Next start: On Demand

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Detailed Analysis

CourseMarks Score®

8.9 / 10

CourseMarks Score® helps students to find the best classes. We aggregate 18 factors, including freshness, student feedback and content diversity.

Freshness Score

9.7 / 10
This course was last updated on 11/2020.

Course content can become outdated quite quickly. After analysing 71,530 courses, we found that the highest rated courses are updated every year. If a course has not been updated for more than 2 years, you should carefully evaluate the course before enrolling.

Student Feedback

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Content Score

7.6 / 10
Video Score: 7.5 / 10
The course includes 4h55m video content. Courses with more videos usually have a higher average rating. We have found that the sweet spot is 16 hours of video, which is long enough to teach a topic comprehensively, but not overwhelming. Courses over 16 hours of video gets the maximum score.
Detail Score: 9.8 / 10

The top online course contains a detailed description of the course, what you will learn and also a detailed description about the instructor.

Extra Content Score: 5.5 / 10

Tests, exercises, articles and other resources help students to better understand and deepen their understanding of the topic.

This course contains:

0 article.
0 resource.
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0 test.

Table of contents

Description

Put your Python skills to the test and enter the big world of data science to learn the most effective machine learning tools and techniques with this interesting guide.

Data science and machine learning are some of the top buzzwords in the technical world today. The resurging interest in machine learning is due to the same factors that have made data mining and Bayesian analysis more popular than ever. This video is your entry point to machine learning. It starts with an introduction to machine learning and the Python language and shows you how to complete the necessary setup. Moving ahead, you will learn all the important concepts such as exploratory data analysis, data preprocessing, feature extraction, data visualization and clustering, classification, regression, and model performance evaluation. With the help of the various projects included, you will acquire the mechanics of several important machine learning algorithms, which will no longer seem obscure. Also, you will be guided step-by-step to build your own models from scratch. Toward the end, you will gather a broad picture of the machine learning ecosystem and master best practices for applying machine learning techniques. Throughout this course, you will learn to tackle data-driven problems and implement your solutions with the powerful yet simple Python language. Interesting and easy-to-follow examples—including news topic classification, spam email detection, online ad click-through prediction, and stock prices forecasts—will keep you glued to the screen till you reach your goal.

About the Author

Yuxi (Hayden) Liu is currently a data scientist working on messaging app optimization at a multinational online media corporation in Toronto. He focuses on social graph mining, user demographics, interest prediction, spam detection, and recommendation systems. He has worked for several years as a data scientist in real-time bidding programmatic advertising, where he applied his machine learning expertise in ad optimization, click-through rate and conversion prediction, and click fraud detection. Hayden earned his degree from the University of Toronto, and published five IEEE transactions and conference papers during his master’s research. He is also a machine learning education enthusiast, and has authored the Python Machine Learning By Example book.

Requirements

• Basic knowledge of Python is assumed

You will learn

Exploit the power of Python to handle data extraction, manipulation, and exploration techniques
✓ Use Python to visualize data spread across multiple dimensions and extract useful features
✓ Delve into the world of analytics to predict situations correctly
✓ Implement machine learning classification and regression algorithms from scratch in Python
✓ Be amazed to see algorithms in action
✓ Evaluate the performance of a machine learning model and optimize it
✓ Solve interesting, real-world problems using machine learning and Python as the journey unfolds

This course is for

• This course is for you if you want to learn how to train your machine just like a kid
• This course is for you if you don’t know anything about machine learning but want to know it well enough so that you can implement projects based on Artificial Intelligence

How much does the Step-By-Step Machine Learning With Python course cost? Is it worth it?

The course costs $149.99. And currently there is a 80% discount on the original price of the course, which was $749.99. So you save $600 if you enroll the course now.

Does the Step-By-Step Machine Learning With Python course have a money back guarantee or refund policy?

YES, Step-By-Step Machine Learning With Python has a 20-day money back guarantee. The 20-day refund policy is designed to allow students to study without risk.

Are there any SCHOLARSHIPS for this course?

Currently we could not find a scholarship for the Step-By-Step Machine Learning With Python course, but there is a $600 discount from the original price ($749.99). So the current price is just $149.99.

Who is the instructor? Is Packt Publishing a SCAM or a TRUSTED instructor?

Packt Publishing has created 659 courses that got reviews which are generally positive. Packt Publishing has taught 27 students and received a average review out of reviews. Depending on the information available, Packt Publishing is a TRUSTED instructor.

More info about the instructor, Packt Publishing

8.9

CourseMarks Score®

9.7

Freshness

N/A

Feedback

7.6

Content

Platform: Simpliv Learning
Price: $149.99
Video: 4h55m
Language: English
Next start: On Demand

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