Packtpub – Mathematical Foundation for AI and Machine Learning

Packtpub – Mathematical Foundation for AI and Machine Learning
English | Size: 1.81 GB
Category: E-learning | others

Artificial Intelligence has gained importance in the last decade with a lot depending on the development and integration of AI in our daily lives. The progress that AI has already made is astounding with innovations like self-driving cars, medical diagnosis and even beating humans at strategy games like Go and Chess. The future for AI is extremely promising and it isn’t far from when we have our own robotic companions. This has pushed a lot of developers to start writing codes and start developing for AI and ML programs. However, learning to write algorithms for AI and ML isn’t easy and requires extensive programming and mathematical knowledge. Mathematics plays an important role as it builds the foundation for programming for these two streams. And in this course, we’ve covered exactly that. We designed a complete course to help you master the mathematical foundation required for writing programs and algorithms for AI and ML. [Read more…]

ShutterStock Corporate Business Cards AI

ShutterStock Corporate Business Cards AI
English | Size: 149 MB
Category: Tutorial

Shutterstock Vector Format Business Cards and Blanks:
Medical Store (jamaican)
Business cards (jamaican)
Vector spring business stationery set (Dianka Pyzhova)
Vector marine business stationery set (Dianka Pyzhova)
Black stylish business stationery set 10 (Dianka Pyzhova)
Vector set of business card designs 1 (Dianka Pyzhova)
Vector set of business card designs 3 (Dianka Pyzhova)
card template (Gyorgy Eger) [Read more…]

Practical Python AI Projects True PDF, EPUB [2018]

Practical Python AI Projects True PDF, EPUB [2018]
English | Size: 5.02 MB
Category: CBTs

Discover the art and science of solving artificial intelligence problems with Python using optimization modeling. This book covers the practical creation and analysis of mathematical algebraic models such as linear continuous models, non-obviously linear continuous models,
and pure linear integer models. Rather than focus on theory, Practical Python AI Projects, the product of the author’s decades of industry teaching and consulting, stresses the model creation aspect; contrasting alternate approaches and practical variations.
[Read more…]

OReilly – AI And Machine Learning for Healthcare

OReilly – AI And Machine Learning for Healthcare
English | Size: 6.00 GB
Category: CBTs

Artificial intelligence (AI) and machine learning (ML) in healthcare comprise a rapidly expanding and very promising field. The marriage of technology and health has the potential to empower medical professionals and patients alike, while drastically cutting the cost of healthcare. Using a measured no-hype approach, this video will help technology entrepreneurs, product managers, and health care executives understand what can be done with AI and ML in healthcare today and what concepts are most crucial to producing valuable applications in the near future.
[Read more…]

Lynda – Spark for Machine Learning & AI

Lynda – Spark for Machine Learning & AI
English | Size: 222.58 MB
Category: AI

Apache Spark is one of the most widely used and supported open-source tools for machine learning and big data. In this course, discover how to work with this powerful platform for machine learning. Instructor Dan Sullivan discusses MLlib-the Spark machine learning library-which provides tools for data scientists and analysts who would rather find solutions to business problems than code, test, and maintain their own machine learning libraries. He shows how to use DataFrames to organize data structure, and he covers data preparation and the most commonly used types of machine learning algorithms: clustering, classification, regression, and recommendations. By the end of the course, you will have experience loading data into Spark, preprocessing data as needed to apply MLlib algorithms, and applying those algorithms to a variety of machine learning problems.
[Read more…]

ShutterStock Corporate Business Cards AI

ShutterStock Corporate Business Cards AI
English | Size: 149 MB
Category: Tutorial

Shutterstock Vector Format Business Cards and Blanks:
Medical Store (jamaican)
Business cards (jamaican)
Vector spring business stationery set (Dianka Pyzhova)
Vector marine business stationery set (Dianka Pyzhova)
Black stylish business stationery set 10 (Dianka Pyzhova)
[Read more…]

O’Reilly – Trends in AI, Data Science, and Big Data (2017)

O’Reilly – Trends in AI, Data Science, and Big Data (2017)
English | Size: 0.99 GB
Category: Tutorial

In this video, O’Reilly’s Chief Data Scientist, Ben Lorica highlights some recent research initiatives and trends in data from both the AI community and the big data/data science world. Topics include: the emergence of deep learning as a general-purpose machine learning technique; strategies for overcoming the main bottlenecks in running successful AI/machine learning projects (i.e., lack of training data and deploying/monitoring models in production); the transition from offline to continuous learning (including reinforcement learning); and the emerging software and hardware infrastructure for AI and machine learning. This is a must-view for every data scientist, data architect/engineer, data/business analyst, and manager or CxO who wants to stay current in the rapidly evolving world of big data, data science, and AI. [Read more…]

Udemy – Advanced AI Deep Reinforcement Learning in Python

Udemy – Advanced AI Deep Reinforcement Learning in Python
English | Size: 518.25 MB
Category: Tutorial

This course is all about the application of deep learning and neural networks to reinforcement learning.

If you’ve taken my first reinforcement learning class, then you know that reinforcement learning is on the bleeding edge of what we can do with AI.

Specifically, the combination of deep learning with reinforcement learning has led to AlphaGo beating a world champion in the strategy game Go, it has led to self-driving cars, and it has led to machines that can play video games at a superhuman level. [Read more…]

[UE4] [4.16] AI VaultCache Pack

[UE4] [4.16] AI VaultCache Pack
English | Size: 275.2MB
Category: Tutorial

ProAI is based on the AI character and a powerful Spawn Manager System. You can place a single AI to the map, and, or use the powerful Spawn Manager to control the spawning of the AI. ProAI is very flexible, and let you save a lot of developing time.
[Read more…]

Pluralsight – Creating AI with Behavior States in Unreal Engine

Pluralsight – Creating AI with Behavior States in Unreal Engine
English | Size: 2.1GB
Category: Tutorial

Enemy characters exhibiting believable reactions to the player and their environment in video games is the hallmark of a good play experience. How can this be achieved in a way that works in any gameplay space? In this course, Creating AI with Behavior States in Unreal Engine, you will learn how to use the power of Perception, Awareness, and Behavior States to create AI that add to fun game scenarios. You will learn how to create an awareness system that can be adjusted easily to tune the difficulty of enemy encounters. The common AAA development practice of defining predetermined search and patrol areas in-game will also be covered, as will the implementation of AI VO feedback systems and solid debugging techniques to easily read AI stats. [Read more…]