Hands-On Artificial Intelligence for Small Businesses

$125 | Duration: 4h 30m | Video: h264, 1920×1080 | Audio: AAC, 48kHz, 2 Ch | 562 MB

Genre: eLearning | Language: English | April 30, 2019

Video Description
Artificial Intelligence has become an important and integral part of many industries, revolutionizing sectors such as Banking, Medicine, Transportation, etc. Recently, small businesses have been leveraging AI to scale up and be more efficient. This course is your stepping stone to mastering the power of AI for your own business.

This course will teach you to approach AI from a leader’s perspective using practical, data-driven methods to identify and quantify business opportunities. You will learn to use several varieties of machine learning techniques, improving the capability of your business to deliver better and faster solutions to its customers and clients.

By the end of the course, you will have the skills to improve and innovate the services of any business using the power of AI.

The code bundle for this video course is available at – https://github.com/PacktPublishing/Hands-on-Artificial-Intelligence-for-Small-Businesses

Style and Approach
This course adopts a hands-on approach to teach you the skills required to develop Artificial Intelligence models for common processes in a small business.

Table of Contents
GETTING STARTED WITH ARTIFICIAL INTELLIGENCE WITH PYTHON
PREDICTING SALES WITH SUPERVISED LEARNING
UNDERSTANDING YOUR CUSTOMER BASE USING UNSUPERVISED LEARNING
PRODUCT RECOMMENDATIONS USING SEMI-SUPERVISED LEARNING
OPTIMIZING PAGE LAYOUTS AND ADVERTISEMENTS USING REINFORCEMENT LEARNING

What You Will Learn
Build neural networks for Business solutions
Understand AI and different areas of application in business to manage workflow, optimise operations & predict trends
Create machine-learning models using supervised and unsupervised machine learning techniques
Build smart systems to analyze data for enhanced customer experience
Optimize machine learning models for better performance and accuracy.
Design intelligent agents to solve real-world problems.

Authors
Sam Saarinen
Sam Saarinen is is an artificial intelligence researcher with a graduate degree from Brown University. He also has a passion for teaching and plans to use AI to improve education worldwide. When he’s not making video games, freestyle rapping, or telling bad jokes – and even when he is – he enjoys spending time with his wife. Sam’s website and a partial list of projects can be found here: sam-saarinen.github.io
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