Considered the Holy Grail of automation, data analysis, and robotics, Artificial Intelligence has taken the world by storm as a major field of research and development. Python has surfaced as a dominate language in AI/ML programming because of its simplicity and flexibility, in addition to its great support for open source libraries such as spaCy and TensorFlow. This video course is built for those with a basic understanding of artificial intelligence, introducing them to advanced artificial intelligence projects as they go ahead. The first project introduces natural language processing including part-of-speech tagging and named entity extraction. Wikipedia articles are used to demonstrate the extraction of keywords, and the Enron email archive is mined for mentions and relationships of people, places, and organizations.

Have an app idea that requires machine learning? Then this course is for you! Join me as we dive into Apple's latest iOS 11 API - CoreML - a native iOS framework built with Swift. "I am about a third through this course and I have learned so much. This course is worth way more than what it cost but I'm thankful prices are low or I might have passed it up in the first place not knowing what I would get. I have used a couple Udemy courses and countless youtube tutorials. This is the best course I've ever took." - Jeffrey Nelson "The course offers interesting concepts coupled with a teacher that explains things clearly. You get to make a bunch of interesting apps and expand your skills. "Clear tutorials, the lecturer explains everything well.

Big Data is the future, and it's right here, right now! There's no doubt about it that Big Data is a powerful discovery tool, but all too often when you analyse a lot of data, you end up with a lot of results - too many, in fact, to be able to hold them all in your head simultaneously. So I'll amend my earlier statement: Data Visualisation is the future, and it's right here, right now! Apparently, visuals are processed 60,000 times faster in the brain than text, and are more easily committed to long-term memory. Visuals also make it easier to tell stories with data. Hey - I think I've heard that before somewhere...(see website footer for a clue!). Most of all though - visuals can help to simplify complex information.

Learn how to create Artificial Intelligent Agents that have Flocking Behavior and apply them to your projects in games or movies. You have seen Flocking behavior in nature, in games, in movies and in architectural simulations but you might have missed it. Both pseudocode and Unity C# lectures complement each other giving you a full perspective. You will have access to the course forum where you can discuss each topic with like-minded, A.I. passionate, students like yourself. With the help of this course you will be able to understand a piece of nature and replicate it, essentially reverse engineer a piece of nature.

Know the key concepts of Machine Learning. Learn how to create disruptive business models based on Machine Learning. Every few years, there is a technological trend that leads to the creation of thousands of startups and/or new businesses. At present, we can say without any doubt that one of these trends is Machine Learning (Artificial Intelligence). To put it in context, McKinsey (one of the leading Management Consulting companies worldwide) tells us that Tech giants including Baidu and Google are spending between $20B to $30B on AI, with 90% of this spent on R&D and deployment, and 10% on AI acquisitions.

With Core ML, you can integrate trained machine learning models into your apps. In this course, you'll get an an introduction to the Core ML framework. You'll learn how to incorporate Apple's Core ML framework into your app. You'll also get a quick overview of machine learning fundamentals, and exposure to real-world examples of companies using machine learning technology in their iOS apps In this course you'll learn the advantages of using machine learning models, computer vision, and natural language processing in modern apps. In addition, this course walks through the development of sample apps that leverage different machine learning features.

ML has become a fundamental part of the 21st century; from Netflix recommendations to fraud detection, ML is ever- present in our daily lives. At its roots, ML effectively applies statistics and pattern recognition, we will use these ideas to help solve a range of modern-day problems. C is a very fast language to execute your code and is extensively used when your final "models" are being deployed. If you want to run a program, with a lot of array calculation then C should be your weapon of choice. This course will start off with a broad overview of ML and the varying methods associated with it.

Machine learning worries a lot of developers when it comes to analyzing complex statistical problems. Knowing that statistics helps you build strong machine learning models that optimizes a given problem statement. This Learning Path will teach you all it takes to perform complex statistical computations required for machine learning. So, if you are a developer with little or no background in statistics and want to implement machine learning in their systems, then go for this Learning Path. Packt's Video Learning Paths are a series of individual video products put together in a logical and stepwise manner such that each video builds on the skills learned in the video before it.

Want to make films and videos that really catch attention and praise? This online Easy Filmmaking Course will teach you how to make great films and videos using proven techniques and approaches. This course is designed to teach you the ins and outs of easy film and video making by showing you the art and craft of making films and videos by showing you how to plan, design and put them together. While there are plenty of courses about making films and videos, it's hard to find a course that gives you a step-by-step insight into making films easily that really punch through the noise. This is the course for you, taught by a professional filmmaker who has personally make more than 40 productions.

In Part 1 - Glauco Pires from Mammoth Interactive will teach you how to build a game in Unity . Learn to code, make art and add sound to build a full 2D Double Dragoon game in Unity 2017. You will learn the fundamentals of designing, coding, and fine-tuning a game. You will design the game and its functionality in Unity and learn how to code in C#. Don't worry if you've never coded before!