Have you ever imagined yourself being able to "communicate" with your computer and build applications that can work in a way that you want? Have you ever imagined telling your friends that you know how to code? Programming is one of the very important skills that people value a lot in this era. Not only it can help you get a well-paid software engineer job, but it can also train your brain to think in a logically manner. We are sure you agree with that but you are not sure where and how to start.

We will learn more about Scala.Scala is a general purpose programming language designed to express common programming patterns in a concise, elegant, and type-safe way. Scala smoothly integrates features of object-oriented and functional languages, enabling developers to be more productive while retaining full interoperability with Java and taking advantage of modern multicore hardware. Scala makes it easy to avoid shared state, so that computation can be readily distributed across cores on a multicore server, and across servers in a datacenter. This makes Scala an especially good match for modern multicore CPUs and distributed cloud-computing workloads that require concurrency and parallelism.Thanks to its type inference and other features, Scala is a succinct language, typically enabling developers to reduce the size of source code by at least a factor of 2 or 3 compared to Java. Scala is bundled with a rich set of developer tools, resulting in productivity comparable to languages like Ruby or Python, while retaining the performance advantages of Java.

Time Series Analysis & Forecasting Stock Market Hacking with Pandas is a course for those interested in Time Series Analysis & Forecasting, or Stock Market Hacking with Pandas. You will learn how to procure data from the cloud, scraping it from the web and saving it for local hacking. You will gain general knowledge of the S&P 500 and how it works. You will learn how to hack and analyze data in a given period or time series to make future predictions. You will learn how to use machine learning algorithms to make predictions of your time series model.

Make a falling presents Unity game controlled by artificial intelligence. Learn Python, Java, PyCharm, Android Studio and MNIST to make apps. Become an expert at machine learning in this huge hands-on course. Learn to work in an exciting area of computer science and artificial intelligence. In this course we will train an artificial brain to make the game work.

Ever wonder why Python is one of the fastest growing programming language? It seemed everyone is talking about Python nowadays. If you are looking at data analytics, Python is frequently mentioned. If you are looking at data science, they use Python. May be it is time to explore why Python is so commonly used in the data science, academic and scientific community, Artificial Intelligence, Machine Learning and Deep Learning, Algorithmic trading, Quant community and so on a so forth.

Machine learning has sparked tremendous interest over the past few years, particularly deep learning, a branch of machine learning that employs multi-layered neural networks. Deep learning has done remarkably well in image classification and processing tasks, mainly owing to convolutional neural networks (CNN) [1]. Their use became popularized after Drs. Krizhevsky and Hinton used a deep CNN called AlexNet [2] to win the 2012 ImageNet Large Scale Visual Recognition Challenge (ILSVRC), an international competition for object detection and classification, consisting of 1.2 million everyday color images [3]. The goal of this paper is to provide a high-level introduction into practical machine learning for purposes of medical image classification.

About this course: Welcome to the Reinforcement Learning course. Here you will find out about: - foundations of RL methods: value/policy iteration, q-learning, policy gradient, etc. --- with math & batteries included - using deep neural networks for RL tasks --- also known as "the hype train" - state of the art RL algorithms --- and how to apply duct tape to them for practical problems.

Python is a dynamic modern object -oriented programming language. It is easy to learn and can be used to do a lot of things both big and small. Python is what is referred to as a high level language. That means it is a language that is closer to humans than computer. It is also known as a general purpose programming language due to it's flexibility.

Python is one of the most important programming language and must be part of any programmer repertoire worth their salt. Python as a general purpose high level programming language is known for its simplicity. It provides constructs which allows developer to create software with fewer lines of code enabling better readability and less complexity. It also supports multiple programming styles such as functional, object oriented, procedural and imperative. This course has been created for absolute beginners.

Visual introduction to Deep Learning based on simple deep neural network. Take this course if you want to understand the magic behind deep neural networks and to get a excellent visual intuition on what is happening under the hood when data is travelling through the network and ends up as a prediction at it's output. You will visually see what exactly they are doing and how neural network uses these components to come up with accurate predictions.