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 Learning Management


Modern Robotics, Course 3: Robot Dynamics Coursera

@machinelearnbot

About this course: Do you want to know how robots work? Are you interested in robotics as a career? Are you willing to invest the effort to learn fundamental mathematical modeling techniques that are used in all subfields of robotics? If so, then the "Modern Robotics: Mechanics, Planning, and Control" specialization may be for you. This specialization, consisting of six short courses, is serious preparation for serious students who hope to work in the field of robotics or to undertake advanced study.


Python From A to Z Udemy

@machinelearnbot

Be an awesome Python Programmer now & Learn one of the most sought-after programming language by employers in 2017!. This course takes you from the very beginning steps and basics of Python until you become comfortable in using the language. We are going to first start by learning basic syntax in Python and learn the concepts of programming in Python like if statements and conditions, variables, for/while loops & functions. Then we move to the Object Oriented Programming & Learn Classes & Objects, which is probably the most important concept in all programming languages. We finally learn how to import packages in Python & use them to build our awesome apps that solves real problems.


Python GUI Programming Projects using Tkinter and Python 3

@machinelearnbot

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. Python is used in the industry for things like embedded software, web development, desktop applications, and even mobile apps! SQL-Lite allows your applications to become even more powerful by storing, retrieving, and filtering through large data sets easily.


Quantitative Finance & Algorithmic Trading in Python

@machinelearnbot

This course is about the fundamental basics of financial engineering. First of all you will learn about stocks, bonds and other derivatives. The main reason of this course is to get a better understanding of mathematical models concerning the finance in the main. Markowitz-model is the first step. One of the most elegant scientific discoveries in the 20th century is the Black-Scholes model: how to eliminate risk with hedging.


Learn Python and Django from scratch: Create useful projects

@machinelearnbot

Python is a dynamic modern object -oriented programming language that is easy to learn and can be used to do a lot of things both big and small. Django is a fantastic web framework built with the Python programming language. With Django you can create websites and web apps very quickly and efficiently. Django is very fast,secure and scalable making it an attractive framework choice for thousands of developers. Python did not get it's name from the snake but rather from the British comedy group known as Monty Python.


Secure Mobile Edge Computing in IoT via Collaborative Online Learning

arXiv.org Machine Learning

To accommodate heterogeneous tasks in Internet of Things (IoT), a new communication and computing paradigm termed mobile edge computing emerges that extends computing services from the cloud to edge, but at the same time exposes new challenges on security. The present paper studies online security-aware edge computing under jamming attacks. Leveraging online learning tools, novel algorithms abbreviated as SAVE-S and SAVE-A are developed to cope with the stochastic and adversarial forms of jamming, respectively. Without utilizing extra resources such as spectrum and transmission power to evade jamming attacks, SAVE-S and SAVE-A can select the most reliable server to offload computing tasks with minimal privacy and security concerns. It is analytically established that without any prior information on future jamming and server security risks, the proposed schemes can achieve ${\cal O}\big(\sqrt{T}\big)$ regret. Information sharing among devices can accelerate the security-aware computing tasks. Incorporating the information shared by other devices, SAVE-S and SAVE-A offer impressive improvements on the sublinear regret, which is guaranteed by what is termed "value of cooperation." Effectiveness of the proposed schemes is tested on both synthetic and real datasets.


Building Advanced OpenCV3 Projects with Python Udemy

@machinelearnbot

OpenCV is a native cross-platform C library for Computer Vision, Machine Learning, and image processing. It is increasingly being adopted for development in Python. This course features some trending applications of vision and deep learning and will help you master these techniques. You will learn how to retrieve structure from motion (sfm) and you will also see how we can build an application to capture 2D images and join them dynamically to achieve street views by capturing camera projection angles and relative image positions. You will also learn how to track your head in 3D in real-time, and perform facial recognition against a goldenset.


Automate the Boring Stuff with Python Programming

@machinelearnbot

If you're an office worker, student, administrator, or just want to become more productive with your computer, programming will allow you write code that can automate tedious tasks. This course follows the popular (and free!) book, Automate the Boring Stuff with Python. Automate the Boring Stuff with Python was written for people who want to get up to speed writing small programs that do practical tasks as soon as possible. You don't need to know sorting algorithms or object-oriented programming, so this course skips all the computer science and concentrates on writing code that gets stuff done. This course is for complete beginners and covers the popular Python programming language.


Modern Robotics, Course 1: Foundations of Robot Motion Coursera

@machinelearnbot

About this course: Do you want to know how robots work? Are you interested in robotics as a career? Are you willing to invest the effort to learn fundamental mathematical modeling techniques that are used in all subfields of robotics? If so, then the "Modern Robotics: Mechanics, Planning, and Control" specialization may be for you. This specialization, consisting of six short courses, is serious preparation for serious students who hope to work in the field of robotics or to undertake advanced study.


Machine Learning with Core ML in iOS 11 Udemy

@machinelearnbot

Core ML is an exciting new framework that makes running various machine learning and statistical models on macOS and iOS feel natively supported. The framework helps developers integrate already prepared statistical and machine learning models into their apps. You will now be able to create applications that have machine learning functionality built in. Developers want to learn how to use the features inside Core ML to make their applications smarter when explored by users. These videos will show you just how to integrate machine learning into real-world applications.