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 Instructional Material


Learn Design Patterns Through Python in Simple Way

@machinelearnbot

Subtitles are available for Introduction, Case Study and Design Patterns Concepts. Design and architecture of any software/solution provides the base and makes it flexible, extensible for future requirements. A good designed software/solution makes it easy to understand and maintain. Design patterns are known as best practices to design software for problems which are repeated in nature. This course "Design Patterns Through Python" gives you understanding of all 23 patterns described in Gang Of Four book - "Design Patterns: Elements of Reusable Object-Oriented Software", by Gamma, Helm, Johnson and Vlissides.


Python Game Development : Build 11 Total Games

@machinelearnbot

Have you ever wanted to build a games with a graphical interface but didn't know how to? May be you even know how to create tools on a command line but have no idea how to convert it into a graphical interface that people can click on. In this course we will be learning Python GUI Programming Turtle other advanced python modules to build graphical user interfaces (GUI) and games from scratch. We will learn from basics of Python i.e. variables, slicing, string, some module, arithmetic and logical operations, looping, functions, object oriented programming. After that we will learn the basics stuff of Pygame and OpenGL and Blender basics stuff.


Building Bots - Chatbots in the Retail Industry

#artificialintelligence

In our November 9th Retail Expert Series webinar, I spoke with Microsoft's resident bot expert and Director of Retail Solutions, Shish Shridhar, about the meteoric rise of chatbots and conversational commerce in the retail industry. We discussed why chatbots are so rapidly gaining traction with retailers and their most common use cases in the industry. Shish also shared his experiences on how to overcome common challenges, identify the right use cases, and get started. As a follow-up, I'd like to address a common concern, re-share our industry examples, and dive a bit deeper into some of the tools and capabilities offered by the Microsoft Bot Framework. "Is chatbot technology really ready?"


Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour

arXiv.org Artificial Intelligence

This document contains the outcome of the first Human behaviour and machine intelligence (HUMAINT) workshop that took place 5-6 March 2018 in Barcelona, Spain. The workshop was organized in the context of a new research programme at the Centre for Advanced Studies, Joint Research Centre of the European Commission, which focuses on studying the potential impact of artificial intelligence on human behaviour. The workshop gathered an interdisciplinary group of experts to establish the state of the art research in the field and a list of future research challenges to be addressed on the topic of human and machine intelligence, algorithm's potential impact on human cognitive capabilities and decision making, and evaluation and regulation needs. The document is made of short position statements and identification of challenges provided by each expert, and incorporates the result of the discussions carried out during the workshop. In the conclusion section, we provide a list of emerging research topics and strategies to be addressed in the near future.


A Gentle Introduction to Statistical Tolerance Intervals in Machine Learning

#artificialintelligence

It can be useful to have an upper and lower limit on data. These bounds can be used to help identify anomalies and set expectations for what to expect. A bound on observations from a population is called a tolerance interval. A tolerance interval is different from a prediction interval that quantifies the uncertainty for a single predicted value. It is also different from a confidence interval that quantifies the uncertainty of a population parameter such as a mean.



A New Paradigm For Corporate Training: Learning In The Flow of Work

#artificialintelligence

The corporate training market is over $200 billion around the world[1] and it's going through a revolution. While we often think of training as programs or courses, a new paradigm has arrived, one I call "Learning in the Flow of Work." The corporate training industry has been around for decades and it has always been impacted by new technology. As the following chart shows, over the last 20 years we've been through four evolutions, each driven by technological and economic change. In the 1970s and 1980s, when I started my career, we learned in classrooms. The technology was slide projectors and "foils" (plastic laminated slides).


Work with Emotional Intelligence for a Richer, Fuller Life Simpliv

#artificialintelligence

Emotional intelligence is the ability to combine thinking with feelings in order to build good quality relationships and to make good authentic decisions. It is fundamental to leading a full, rich and rewarding life. Emotional intelligence is different from IQ – cognitive intelligence, and offers a different perspective on success and performance at work. Your emotional intelligence is your responsibility! How you react and respond to events is governed by your emotional intelligence.


Mastering Machine Learning Algorithms - Giuseppe Bonaccorso

@machinelearnbot

Today I've published my latest book "Mastering Machine Learning Algorithms" (in a few days it will be available on all channels). Machine learning is a subset of AI that aims to make modern-day computer systems smarter and more intelligent. The real power of machine learning resides in its algorithms, which make even the most difficult things capable of being handled by machines. However, with the advancement in the technology and requirements of data, machines will have to be smarter than they are today to meet the overwhelming data needs; mastering these algorithms and using them optimally is the need of the hour. Mastering Machine Learning Algorithms is your complete guide to quickly getting to grips with popular machine learning algorithms.


Learn To Build Scala Apps From Scratch Udemy

@machinelearnbot

The constant need for smarter technology that learns and grows with you has become crucial, even when it comes to writing software code. This includes programming languages that understand and learn with you as you continue to write. Scala is one of the most impressive programming languages currently in the market. In order to deal with the shortcomings of Java language and restrictions that did not give the developer to do what he wanted, Scala was invented by Martin Odersky in 2001. According to Scala website, the programming language allows developers to have the best of both worlds – object oriented programming and functional programming.