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Advanced Artificial Intelligence Projects with Python

Bring AI into your life with real-world projects in Python.
3.2
3.2/5
(3 reviews)
81 students
Created by

6.6

CourseMarks Score®

6.0

Freshness

5.6

Feedback

7.7

Content

Platform: Udemy
Video: 2h 2m
Language: English
Next start: On Demand

Top Artificial Intelligence courses:

Detailed Analysis

CourseMarks Score®

6.6 / 10

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

Freshness Score

6.0 / 10
This course was last updated on 4/2018.

Course content can become outdated quite quickly.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

5.6 / 10
We analyzed factors such as the rating (3.2/5) and the ratio between the number of reviews and the number of students, which is a great signal of student commitment.

New courses are hard to evaluate because there are no or just a few student ratings, but Student Feedback Score helps you find great courses even with fewer reviews.

Content Score

7.7 / 10
Video Score: 7.9 / 10
The course includes 2h 2m 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.
The average video length is 5 hours 31 minutes of 172 Artificial Intelligence courses on Udemy.
Detail Score: 9.7 / 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.
0 exercise.
0 tests or quizzes.

Table of contents

Description

Considered the Holy Grail of automation, data analysis, and robotics, Artificial Intelligence has taken the world by storm as a major field of research and development. Python has surfaced as a dominate language in AI/ML programming because of its simplicity and flexibility, in addition to its great support for open source libraries such as spaCy and TensorFlow.
This video course is built for those with a basic understanding of artificial intelligence, introducing them to advanced artificial intelligence projects as they go ahead. The first project introduces natural language processing including part-of-speech tagging and named entity extraction. Wikipedia articles are used to demonstrate the extraction of keywords, and the Enron email archive is mined for mentions and relationships of people, places, and organizations. The spaCy library is used. The next project introduces genetic algorithms. The DEAP library is used. A music data set is used in a genetic algorithm that generates a music playlist satisfying multiple criteria such as song similarity and playlist length. The last project introduces reinforcement learning and deep reinforcement learning. The OpenAI Gym platform and Q-learning algorithm are used to build a game-playing AI.
This course uses Python 3.6 while not the latest version available, it provides relevant and informative content for legacy users of Python and Machine Learning.
About the Author
Joshua Eckroth is Assistant Professor of Computer Science at Stetson University, where he teaches Big Data Mining and Analytics, Artificial Intelligence (AI), and Software Engineering. Dr. Eckroth joined the Math and Computer Science Department at Stetson University in Fall 2014. He earned his PhD from Ohio State University in the areas of AI and cognitive science, focusing on abductive reasoning and metareasoning. He is an active researcher with numerous refereed publications in the fields of artificial intelligence and computer science education. Dr. Eckroth also serves as Chief Architect at i2k Connect, LLC., whose mission is to revolutionize the ability of companies to find, filter, and analyze data in documents by extracting essential information from data clutter. In addition, Dr. Eckroth is co-editor of AITopics .org, the Internet’s largest collection of information about the research, the people, and the applications of Artificial Intelligence.

You will learn

✓ Extract names, places, and more and their relationships from text
✓ Build a recommendation engine for finding new music
✓ Use deep reinforcement learning to build an AI that plays arcade games
✓ Employ the SpaCy and textacy libraries for natural language processing
✓ Use popular libraries such as Keras and TensorFlow for reinforcement learning

Requirements

• Should have a basic understanding of machine learning and minimal experience in developing AI projects.

This course is for

• If you are Python programmer with a basic understanding of machine learning and minimal experience in developing AI projects then this course is for you.

How much does the Advanced Artificial Intelligence Projects with Python course cost? Is it worth it?

The course costs $14.99. And currently there is a 83% discount on the original price of the course, which was $89.99. So you save $75 if you enroll the course now.
The average price is $14.7 of 172 Artificial Intelligence courses on Udemy.

Does the Advanced Artificial Intelligence Projects with Python course have a money back guarantee or refund policy?

YES, Advanced Artificial Intelligence Projects with Python has a 30-day money back guarantee. The 30-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 Advanced Artificial Intelligence Projects with Python course, but there is a $75 discount from the original price ($89.99). So the current price is just $14.99.

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

Packt Publishing has created 1266 courses that got 61,727 reviews which are generally positive. Packt Publishing has taught 368,873 students and received a 3.9 average review out of 61,727 reviews. Depending on the information available, Packt Publishing is a TRUSTED instructor.
Tech Knowledge in Motion
Packt has been committed to developer learning since 2004. A lot has changed in software since then – but Packt has remained responsive to these changes, continuing to look forward at the trends and tools defining the way we work and live. And how to put them to work.

With an extensive library of content – more than 4000 books and video courses -Packt’s mission is to help developers stay relevant in a rapidly changing world. From new web frameworks and programming languages, to cutting edge data analytics, and DevOps, Packt takes software professionals in every field to what’s important to them now.

From skills that will help you to develop and future proof your career to immediate solutions to every day tech challenges, Packt is a go-to resource to make you a better, smarter developer.

Packt Udemy courses continue this tradition, bringing you comprehensive yet concise video courses straight from the experts.






6.6

CourseMarks Score®

6.0

Freshness

5.6

Feedback

7.7

Content

Platform: Udemy
Video: 2h 2m
Language: English
Next start: On Demand

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