Learn Best Artificial Intelligence books & Best Artificial Intelligence courses in 2021

Best Artificial Intelligence books 2021

Best Artificial Intelligence Courses 2021

 

Best Artificial Intelligence tutorials 2021

Artificial Intelligence A-Z™: Learn How To Build An AI

Learn key AI concepts and intuition training to quickly familiarize yourself with all things AI. Covering:

How to start building an AI without any prior coding experience with Python
How to merge AI with OpenAI Gym to learn most effectively
How to optimize your AI to reach its maximum potential in the real world
Here’s what you’ll get with this course:
Building an AI
Understand the theory behind artificial intelligence
Create a virtual autonomous car
Build an AI to beat the games
Solve real-world problems with AI
Master cutting-edge AI models
Q-Learning
Deep Q learning
Deep Convolutional Q-Learning
A3C

Artificial Intelligence for Business

With artificial intelligence, there are three main things you can do for any business:

In part 1 – optimizing processes, we will build an ai that will optimize the flows in an e-commerce warehouse.

In part 2 – minimize costs, we will be creating more advanced ai that will minimize data center power consumption costs by more than 50%! Just like google did last year thanks to deepmind.

In part 3 – maximizing revenue, we’re going to create a different ai that will maximize revenue for an online retail business, earning it over $ 1 billion in revenue!

You will learn
Optimize business processes
Master the general framework of ai
Implement q-learning
Save and load a template
Build an optimization model
Implement the early shutdown
Maximize efficiency
Maximize revenues
Minimize costs
Implement thompson sampling
Implement deep q-learning
Leverage ai to make the best decision
Create an ai environment from scratch
Implement e-learning
Building an artificial brain
Implement a regret analysis

Artificial Intelligence Masterclass

In this course, we will teach you how to develop the most powerful artificial intelligence model based on the most robust hybrid intelligent system. So far, this model is proving to be the best cutting edge AI ever created by beating its predecessors in all AI competitions with incredibly high scores.

This hybrid model lives up to its model name around the world and combines all the cutting-edge models from different branches of AI including Deep Learning, Deep Reinforcement Learning, Policy Gradient and even Deep NeuroEvolution.

Fully connected neural networks

Convolutional neural networks

Recurrent neural networks

Variational automatic encoders

Mixed density networks

Genetic algorithms

Evolution strategies

Adaptation evolution strategy of the covariance matrix (CMA-ES)

Parameter exploration strategy gradients

On top of all that, we’ll also give you the full implementations in the two AI frameworks: TensorFlow and Keras. So, whenever you want to create an AI for a specific application, you can just grab the model you need from the toolbox and reuse them for different projects!

How to build an AI
How to build a smart hybrid system
Fully connected neural networks
Convolutional neural networks
Recurrent neural networks
Automatic encoders
Variational automatic encoders
Mixing density network
Deep reinforcement learning
Policy gradient
Genetic algorithms
Evolution strategies
Adaptation evolution strategies of the covariance matrix (CMA-ES)
Controllers
Meta-learning
Deep NeuroEvolution

The Beginner’s Guide to Artificial Intelligence in Unity.

Are your non-player characters lacking in drive and ambition? Are they slow, stupid, and constantly banging their heads against the wall? Then this course is for you. Join Penny as she explains, demonstrates, and helps you create your own NPCs in Unity with C #. All you need is a good knowledge of Unity, C #, and the ability to add two numbers together.

In this course, Penny reveals the most popular AI techniques used to create believable character behavior in games using her internationally renowned teaching style and her 25+ years knowledge of working with games, graphics and having written two award-winning books on gaming AI. Throughout, you’ll take hands-on workshops designed to teach you fundamental AI techniques used in today’s games. You will join as NPCs are programmed to hunt, patrol, shoot, run, mob and more.

The course begins with a detailed examination of vector mathematics which is at the heart of NPC movement programming. Subsequently, waypoint systems will be used to move characters around an environment before examining the Unity waypoint system for car racing with AI-controlled cars. This leads to an investigation of graph theory and the A * algorithm before applying these principles to the development of navmeshes and the development of NPCs able to find their way into a game environment. Before an aquarium is programmed with free-standing schools of fish, crowds of people will be examined, from the recreation of sidewalk traffic to groups of people fleeing danger. After looking at the different ways of moving NPCs in a game environment, their thinking skills will be discussed along with full explanations and other hands-on workshops using finite state machines and behavior trees.

You will learn

Design and program NPCs with C # in Unity
Explain how AI is applied to video games
Implement AI Unity Asset plugins in existing projects
Work with a variety of AI techniques to develop navigation and decision-making skills in NPCs

Best Artificial Intelligence books 2021

Human + Machine: Reimagining Work in the Age of AI

Sale
Human + Machine: Reimagining Work in the Age of AI
  • Hardcover Book
  • Daugherty, Paul R. (Author)
  • English (Publication Language)
  • 264 Pages - 03/20/2018 (Publication Date) - Harvard Business Review Press (Publisher)

by Paul R. Daugherty and H. James Wilson. Look around you. Artificial intelligence is no longer just a futuristic notion. It’s here right now–in software that senses what we need, supply chains that “think” in real time, and robots that respond to changes in their environment. Twenty-first-century pioneer companies are already using AI to innovate and grow fast. The bottom line is this: Businesses that understand how to harness AI can surge ahead. Those that neglect it will fall behind. Which side are you on?

In Human + Machine, Accenture leaders Paul R. Daugherty and H. James (Jim) Wilson show that the essence of the AI paradigm shift is the transformation of all business processes within an organization–whether related to breakthrough innovation, everyday customer service, or personal productivity habits. As humans and smart machines collaborate ever more closely, work processes become more fluid and adaptive, enabling companies to change them on the fly–or to completely reimagine them. AI is changing all the rules of how companies operate.

The Singularity Is Near: When Humans Transcend Biology

The Singularity Is Near: When Humans Transcend Biology
  • the future of the interface between humanity and artificial intelligence
  • Hardcover Book
  • Kurzweil, Ray (Author)
  • English (Publication Language)
  • 672 Pages - 09/22/2005 (Publication Date) - The Viking Press (Publisher)

by Ray Kurzweil. The MIT-Lemelson Prize-winning scientist and author of The Age of Spiritual Machines predicts that technology will one day merge with the human body and mind, describing a powerful human-machine civilization in which biological and virtual reality will coexist and numerous social and scientific problems will be resolved. 75,000 first printing.

Artificial Intelligence: A Modern Approach


Artificial Intelligence A Modern Approach by Stuart Russell and Peter Norvig. The most comprehensive and up-to-date introduction to the theory and practice of artificial intelligence. The long-awaited review of Artificial Intelligence: A Modern Approach explores the full breadth and depth of the field of artificial intelligence (AI). The fourth edition brings readers up-to-date with the latest technology, presents concepts in a more unified way, and offers new or extended coverage of machine learning, deep learning, transfer learning, multi-agent systems, robotics, natural language processing, causality. , probabilistic scheduling, confidentiality, fairness, and secure artificial intelligence.

Artificial Intelligence and Machine Learning for Business: A No-Nonsense Guide to Data Driven Technologies


Artificial Intelligence and Machine Learning for Business A No-Nonsense Guide to Data Driven Technologies by Steven Finlay Cut out the hype and technical jargon that is often associated with these topics. Provides a simple and concise introduction for managers and entrepreneurs. The emphasis is on practical application and how to work with technical specialists (data scientists) to maximize the benefits of these technologies. This third edition has been substantially revised and updated. It contains several new chapters and covers a broader set of topics than before, but maintains the simple style of the original.

Life 3.0: Being Human in the Age of Artificial Intelligence


Life 3.0 Being Human in the Age of Artificial Intelligence by Max Tegmark. How will artificial intelligence affect crime, war, justice, employment, society, and our own sense of being human? The rise of AI has the potential to transform our future more than any other technology, and there is no one better qualified or better positioned to explore this future than Max Tegmark, an MIT professor who helped integrate research on how to make AI AI is beneficial.

Superintelligence: Paths, Dangers, Strategies


Superintelligence Paths, Dangers, Strategies by Nick Bostrom learn more about oracles, geniuses, singletons; on boxing methods, trigger threads and mental crimes; on the cosmic endowment and the differential technological development of humanity; indirect normativity, instrumental convergence, whole brain emulation, and technological couplings; Malthusian economy and dystopian evolution; artificial and biological intelligence
cognitive improvement and collective intelligence.

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Autonomy
  • Amazon Prime Video (Video on Demand)
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