Search icon Close icon
Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Checkout

Change country

Modal Close icon
Country selected Country selected
country flag Germany
Country selected
country flag Slovakia
Country selected
country flag Canada
Country selected
country flag Brazil
Country selected
country flag Singapore
Country selected
country flag Hungary
Country selected
country flag Philippines
Country selected
country flag Mexico
Country selected
country flag Thailand
Country selected
country flag Ukraine
Country selected
country flag Luxembourg
Country selected
country flag Estonia
Country selected
country flag Lithuania
Country selected
country flag Norway
Country selected
country flag Chile
Country selected
country flag United States
Country selected
country flag Great Britain
Country selected
country flag India
Country selected
country flag Spain
Country selected
country flag South Korea
Country selected
country flag Ecuador
Country selected
country flag Colombia
Country selected
country flag Taiwan
Country selected
country flag Switzerland
Country selected
country flag Indonesia
Country selected
country flag Cyprus
Country selected
country flag Denmark
Country selected
country flag Finland
Country selected
country flag Poland
Country selected
country flag Malta
Country selected
country flag Czechia
Country selected
country flag New Zealand
Country selected
country flag Austria
Country selected
country flag Turkey
Country selected
country flag France
Country selected
country flag Sweden
Country selected
country flag Italy
Country selected
country flag Egypt
Country selected
country flag Belgium
Country selected
country flag Portugal
Country selected
country flag Slovenia
Country selected
country flag Ireland
Country selected
country flag Romania
Country selected
country flag Greece
Country selected
country flag Argentina
Country selected
country flag Malaysia
Country selected
country flag South Africa
Country selected
country flag Netherlands
Country selected
country flag Bulgaria
Country selected
country flag Latvia
Country selected
country flag Australia
Country selected
country flag Japan
Country selected
country flag Russia
Country selected
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Home > Data > Artificial Intelligence > Supervised and Unsupervised Learning with Python
Supervised and Unsupervised Learning with Python
Supervised and Unsupervised Learning with Python

Supervised and Unsupervised Learning with Python: An introduction to world of Artificial Intelligence

Arrow left icon
Profile Icon Prateek Joshi
Arrow right icon
NZ$201.99
Video Nov 2017 2hrs 8mins 1st Edition
Video
NZ$201.99
Subscription
Free Trial
Arrow left icon
Profile Icon Prateek Joshi
Arrow right icon
NZ$201.99
Video Nov 2017 2hrs 8mins 1st Edition
Video
NZ$201.99
Subscription
Free Trial
Video
NZ$201.99
Subscription
Free Trial

What do you get with a video?

Product feature icon Download this video in MP4 format
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
OR

Contact Details

Modal Close icon
Payment Processing...
tick Completed

Billing Address

Table of content icon View table of contents Download code icon Download Code

Key benefits

  • Explore real-world scenarios in machine learning
  • Learn the important aspects of supervised and unsupervised learning
  • Get a jumpstart on Artificial Intelligence with this introductory course

Description

Build real-world Artificial Intelligence (AI) applications to intelligently interact with the world around you, explore real-world scenarios, and learn about the various algorithms that can be used to build AI applications. Packed with insightful examples and topics such as predictive analytics and deep learning, this course is a must-have for Python developers.

Who is this book for?

Ideal for Python developers who want to build real-world Artificial Intelligence applications, this video is ideal for Python beginners, and is also suitable for experienced Python programmers looking to use AI techniques in their existing technology stacks

What you will learn

  • Get to know various classification and regression techniques
  • Understand the concept of clustering and how to use it to automatically segment data
  • See how to build an intelligent recommender system

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Nov 30, 2017
Length: 2hrs 8mins
Edition : 1st
Language : English
ISBN-13 : 9781788990325
Category :
Data
Languages :
Python
Concepts :
Artificial Intelligence

What do you get with a video?

Product feature icon Download this video in MP4 format
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
OR

Contact Details

Modal Close icon
Payment Processing...
tick Completed

Billing Address

Product Details

Publication date : Nov 30, 2017
Length: 2hrs 8mins
Edition : 1st
Language : English
ISBN-13 : 9781788990325
Category :
Data
Languages :
Python
Concepts :
Artificial Intelligence

Packt Subscriptions

See our plans and pricing
Modal Close icon
$19.99 billed monthly
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Simple pricing, no contract
START FREE TRIAL
BUY NOW
$199.99 billed annually
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just NZ$7 each
Feature tick icon Exclusive print discounts
START FREE TRIAL
BUY NOW
$279.99 billed in 18 months
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just NZ$7 each
Feature tick icon Exclusive print discounts
START FREE TRIAL
BUY NOW

Frequently bought together

Supervised and Unsupervised Learning with Python
Supervised and Unsupervised Learning with Python
Read more
Nov 2017 2hrs 8mins
Video
Video
  • Video Video NZ$201.99
NZ$201.99
Step-by-Step Machine Learning with Python
Step-by-Step Machine Learning with Python
Read more
Sep 2017 4hrs 56mins
Video
Video
  • Video Video NZ$201.99
NZ$201.99
Python Machine Learning, Second Edition
Python Machine Learning, Second Edition
Read more
Sep 2017 622 pages
Full star icon 4.3 (89)
eBook
eBook
  • eBook eBook NZ$35.99
  • Paperback Paperback NZ$64.99
NZ$35.99 NZ$51.99
NZ$64.99
Stars icon
Total NZ$ 468.97
Supervised and Unsupervised Learning with Python
NZ$201.99
Step-by-Step Machine Learning with Python
NZ$201.99
Python Machine Learning, Second Edition
NZ$64.99
Total NZ$ 468.97 Stars icon

Table of Contents

5 Chapters
Introduction to Artificial Intelligence 7 Chevron down icon Chevron up icon
The Course Overview
Artificial Intelligence and Its Need
Applications and Branches of AI
Defining Intelligence Using Turing Test
Making Machines Think Like Humans
General Problem Solver
Building an Intelligent Agent
Installing Python 3 and Packages
Loading Data
Classification and Regression Using Supervised Learning Chevron down icon Chevron up icon
Supervised Versus Unsupervised Learning
What is Classification?
Preprocessing Data
Label Encoding
Logistic Regression and Naïve Bayes Classifier
Confusion Matrix
Support Vector Machines
Classifying Income Data
What is Regression?
Building a Single and Multivariable Regressor
Estimating Housing Prices
Predictive Analytics with Ensemble Learning Chevron down icon Chevron up icon
What is Ensemble Learning?
What Are Decision Trees
What are Random and Extremely Random Forests?
Dealing with Class Imbalance
Finding Optimal Training Parameters
Computing Relative Feature Importance
Predicting Traffic
Detecting Patterns with Unsupervised Learning Chevron down icon Chevron up icon
Clustering Data with K-Means Algorithm
Estimating the Number of Clusters
Estimating the Quality of Clustering
Building a Classifier
Segmenting the Market
Building Recommender Systems Chevron down icon Chevron up icon
Creating a Training Pipeline
Extracting the Nearest Neighbors
Building a K-Nearest Neighbors Classifier
Computing similarity scores
Finding Similar Users
Building a Movie Recommendation System

Recommendations for you

Left arrow icon
Python Machine Learning By Example
Python Machine Learning By Example
Read more
Jul 2024 518 pages
Full star icon 4.9 (8)
eBook
eBook
  • eBook eBook NZ$36.99
  • Paperback Paperback NZ$67.99
NZ$36.99 NZ$53.99
NZ$67.99
Unlocking Data with Generative AI and RAG
Unlocking Data with Generative AI and RAG
Read more
Sep 2024 346 pages
eBook
eBook
  • eBook eBook NZ$31.99
  • Paperback Paperback NZ$58.99
NZ$31.99 NZ$46.99
NZ$58.99
Building LLM Powered Applications
Building LLM Powered Applications
Read more
May 2024 342 pages
Full star icon 4.2 (22)
eBook
eBook
  • eBook eBook NZ$40.99
  • Paperback Paperback NZ$73.99
NZ$40.99 NZ$58.99
NZ$73.99
Python for Algorithmic Trading Cookbook
Python for Algorithmic Trading Cookbook
Read more
Aug 2024 404 pages
Full star icon 4.6 (15)
eBook
eBook
  • eBook eBook NZ$48.99
  • Paperback Paperback NZ$87.99
NZ$48.99 NZ$70.99
NZ$87.99
Machine Learning with PyTorch and Scikit-Learn
Machine Learning with PyTorch and Scikit-Learn
Read more
Feb 2022 774 pages
Full star icon 4.4 (95)
eBook
eBook
  • eBook eBook NZ$44.99
  • Paperback Paperback NZ$80.99
NZ$44.99 NZ$64.99
NZ$80.99
Artificial Intelligence Engines
Artificial Intelligence Engines
Read more
Nov 2024 217 pages
eBook
eBook
  • eBook eBook NZ$9.99
NZ$9.99 NZ$14.99
AI Product Manager's Handbook
AI Product Manager's Handbook
Read more
Nov 2024 484 pages
eBook
eBook
  • eBook eBook NZ$40.99
  • Paperback Paperback NZ$73.99
NZ$40.99 NZ$58.99
NZ$73.99
RAG-Driven Generative AI
RAG-Driven Generative AI
Read more
Sep 2024 334 pages
Full star icon 4.5 (13)
eBook
eBook
  • eBook eBook NZ$35.99
  • Paperback Paperback NZ$64.99
NZ$35.99 NZ$51.99
NZ$64.99
Hands-On Reinforcement Learning with Python
Hands-On Reinforcement Learning with Python
Read more
Jun 2018 318 pages
Full star icon 2.6 (18)
eBook
eBook
  • eBook eBook NZ$31.99
  • Paperback Paperback NZ$56.99
NZ$31.99 NZ$45.99
NZ$56.99
LLM Engineer's Handbook
LLM Engineer's Handbook
Read more
Oct 2024 522 pages
Full star icon 4.9 (14)
eBook
eBook
  • eBook eBook NZ$70.99
  • Paperback Paperback NZ$87.99
NZ$70.99
NZ$87.99
Right arrow icon

People who bought this also bought

Left arrow icon
Machine Learning Engineering with Python
Machine Learning Engineering with Python
Read more
Aug 2023 462 pages
Full star icon 4.6 (36)
eBook
eBook
  • eBook eBook NZ$40.99
  • Paperback Paperback NZ$73.99
NZ$40.99 NZ$58.99
NZ$73.99
Deep Learning with TensorFlow and Keras – 3rd edition
Deep Learning with TensorFlow and Keras – 3rd edition
Read more
Oct 2022 698 pages
Full star icon 4.6 (45)
eBook
eBook
  • eBook eBook NZ$40.99
  • Paperback Paperback NZ$73.99
NZ$40.99 NZ$58.99
NZ$73.99
Modern Generative AI with ChatGPT and OpenAI Models
Modern Generative AI with ChatGPT and OpenAI Models
Read more
May 2023 286 pages
Full star icon 4.2 (34)
eBook
eBook
  • eBook eBook NZ$40.99
  • Paperback Paperback NZ$73.99
NZ$40.99 NZ$58.99
NZ$73.99
Generative AI with LangChain
Generative AI with LangChain
Read more
Dec 2023 368 pages
Full star icon 4 (34)
eBook
eBook
  • eBook eBook NZ$40.99
  • Paperback Paperback NZ$73.99
NZ$40.99 NZ$58.99
NZ$73.99
Causal Inference and Discovery in Python
Causal Inference and Discovery in Python
Read more
May 2023 456 pages
Full star icon 4.5 (49)
eBook
eBook
  • eBook eBook NZ$31.99
  • Paperback Paperback NZ$58.99
NZ$31.99 NZ$46.99
NZ$58.99
Right arrow icon

About the author

Profile icon Prateek Joshi
Prateek Joshi
Prateek Joshi is the founder of Plutoshift and a published author of 9 books on Artificial Intelligence. He has been featured on Forbes 30 Under 30, NBC, Bloomberg, CNBC, TechCrunch, and The Business Journals. He has been an invited speaker at conferences such as TEDx, Global Big Data Conference, Machine Learning Developers Conference, and Silicon Valley Deep Learning. Apart from Artificial Intelligence, some of the topics that excite him are number theory, cryptography, and quantum computing. His greater goal is to make Artificial Intelligence accessible to everyone so that it can impact billions of people around the world.
Read more
See other products by Prateek Joshi
Get free access to Packt library with over 7500+ books and video courses for 7 days!
Start Free Trial

FAQs

How can I download a video package for offline viewing? Chevron down icon Chevron up icon
  1. Login to your account at Packtpub.com.
  2. Click on "My Account" and then click on the "My Videos" tab to access your videos.
  3. Click on the "Download Now" link to start your video download.
How can I extract my video file? Chevron down icon Chevron up icon

All modern operating systems ship with ZIP file extraction built in. If you'd prefer to use a dedicated compression application, we've tested WinRAR / 7-Zip for Windows, Zipeg / iZip / UnRarX for Mac and 7-Zip / PeaZip for Linux. These applications support all extension files.

How can I get help and support around my video package? Chevron down icon Chevron up icon

If your video course doesn't give you what you were expecting, either because of functionality problems or because the content isn't up to scratch, please mail customercare@packt.com with details of the problem. In addition, so that we can best provide the support you need, please include the following information for our support team.

  1. Video
  2. Format watched (HTML, MP4, streaming)
  3. Chapter or section that issue relates to (if relevant)
  4. System being played on
  5. Browser used (if relevant)
  6. Details of support
Why can’t I download my video package? Chevron down icon Chevron up icon

In the even that you are having issues downloading your video package then please follow these instructions:

  1. Disable all your browser plugins and extensions: Some security and download manager extensions can cause issues during the download.
  2. Download the video course using a different browser: We've tested downloads operate correctly in current versions of Chrome, Firefox, Internet Explorer, and Safari.