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Free School of Programming. Learn key computer science concepts in this introductory Python course. You'll learn by doing, and will build your own search engine and social network. Learn how to model problems, and how to optimize performance by using some of the advanced features of Python. This class will give you an introduction to the design and analysis of algorithms, enabling you to analyze networks and discover how individuals are connected.

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Free School of Autonomous Systems. Skills Covered Math, Differential Equations. Write Python code to find numerical solutions to systems of differential equations. The models you create will fight wildfires, bring spaceships back to earth, and more! Learn how to catch bugs and break software as you discover different testing methods that will help you build better software. In this course you will learn how to debug programs systematically using scientific methods and build several automated debugging tools in Python. This course is an introduction to the fundamentals of programming languages.

Concepts include how to specify and process valid strings, sentences and program structures. Free School of Artificial Intelligence. This course will introduce you to the basics of AI. Topics include machine learning, probabilistic reasoning, robotics, computer vision, and natural language processing. Collaboration With Autodesk. This course will teach you the principles of 3D computer graphics: meshes, transforms, lighting, animation, and making interactive 3D applications run in a browser.

Skills Covered theoretical computer science, NP-completeness, Recognizing algorithmic problems, Solving algorithmic problems. Learn the basic concepts in theoretical computer science. Discover what they imply for solving tough computational challenges. Collaboration With Georgia Institute of Technology. Learn how to program all the major systems of a robotic car. Topics include planning, search, localization, tracking, and control. Skills Covered Cryptography, Ciphers, Encryption. Cryptography is present in everyday life, from paying with a credit card to using the telephone.

Learn all about making and breaking puzzles in computing. Free School of Business. Learn what it takes to build a successful startup using the Customer Development process, where entrepreneurs "get out of the building" to gather and iterate on feedback. Go to the places where big physics discoveries were made in the past and make them yourself.

Go on a journey through psychological concepts and principles to enable you to gain a more in-depth understanding of human thought and behavior. We live in a time of unprecedented access to information. You'll learn how to use statistics to interpret that information and make decisions. Get ready to analyze, visualize, and interpret data! Thought-provoking examples and chances to combine statistics and programming will keep you engaged and challenged. In this course, you'll learn the fundamentals web development, along with best practices and professional problem-solving techniques using Developer Tools.

The HPCA course covers performance measurement, pipelining, and improved parallelism through various means. Collaboration With Hack Reactor. Build a variety of JavaScript objects and explore how their inheritance models affect your app's in-memory model. Gain simplicity and modularity in your own code. Collaboration With MongoDB. Data Scientists spend most of their time cleaning data. In this course, you will learn to convert and manipulate messy data to extract what you need.

Skills Covered Android Development. This course will teach you when and why to choose Firebase as a backend for your iOS application. This course will teach you when and why to choose Firebase as a backend for your Android application. Introductory programming class to learn Object-Oriented Programming, a must-have technique to reuse and share code easily. Learn by making projects that spread happiness! Learn tools and techniques that will help you recognize when problems you encounter are intractable and when there an efficient solution. Collaboration With Amazon Web Services.

Learn the fundamentals of back-end web development by creating your own web application from the ground up using the iterative development process. This course covers the essential Operating Systems concepts students need in preparation for the rest of the GT "Advanced Operating Systems" sequence. New Career Advancement.

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Deploy your own Hadoop cluster to crunch some big data! Learn the fundamentals of data visualization and practice communicating with data. Collaboration With Lyft, Venmo. Learn the distinguishing language features of Objective-C. Practice Objective-C syntax by writing classes, and writing and calling methods. Review and practice the skills technical interviewers expect you to know and learn how to explain your Swift solutions. Collaboration With Google VR. If you are interested in learning more about virtual reality, this course will teach you the principles of VR technology and help you understand what you can build in VR.

Take the first step in Unity and begin to develop VR content. Learn the principles of the Unity platform and help you understand what you can build in VR! Learn about the world of virtual reality programming! You will learn the basics of programming in C and how to use it control virtual reality applications in Unity. Learn Swift, Apple's programming language for building iOS applications. Start with the basics and work your way towards completing sets of challenges in Swift. Get a quick practical introduction to Swift programming basics and build your first iOS app!

With this course, you will learn about AutoLayout and how to use stack views and constraints to create pixel-perfect UIs. Collaboration With Facebook. In this course, you'll explore iOS design patterns — the practical and battle-tested solutions to common problems that are used everyday by developers.

Collaboration With Buddybuild. In this course, you'll learn how to improve the mobile development process by using continuous integration and deployment. Collaboration With IBM. In this course, you'll learn how to utilize Swift as a server-side language for building end-to-end applications. That's one language Swift for the client and server. Learn how to calculate eigenvalues and eigenvectors and why they are important for AI applications. Learn how to asynchronously request data in your web applications with Ajax.

Python is one of the most popular programming languages in the world. If you already know another language and want to expand to Python, this is the course for you! This class will teach you the end-to-end process of investigating data through a machine learning lens, and you'll apply what you've learned to a real-world data set. Learn how to use Git, a popular Version Control System and essential tool for any developer. Collaboration With Chronicle. Explore the fundamental building blocks of cybersecurity. This course presents an example of applying a database application development methodology to a major real-world project.

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In this short class you'll build powerful apps without writing code. Great if you're an aspiring developer or someone who wants to learn what programmers do. This course teaches the theory and practice behind building compilers for higher level programming languages. This course takes a holistic view of the embedded system stack focusing on processor architectures, instruction sets, and the associated advanced compiler optimizations.


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Free School of Data Science. Skills Covered Data Analysis, Python, numpy, pandas. Explore a variety of datasets, posing and answering your own questions about each. Learn to build a multiuser blog with Google App Engine that permits users to sign in. Collaboration With Facebook AI. Learn how to extend PyTorch with the tools necessary to train AI models that preserve user privacy. Collaboration With TensorFlow. Developed by Google and Udacity, this course teaches a practical approach to deep learning for software developers. Collaboration With WeChat. Developed by Tencent and Udacity, this course will teach you to build your first Mini Program.

Relational databases are a powerful tool used throughout the industry. Learn the basics of SQL and how to connect your Python code to a relational database. This course provides an introduction to computer and network security, including cryptography, cryptanalysis, and systems security. Intro to Inferential Statistics will teach you how to test your hypotheses and begin to make predictions based on statistical results drawn from data! The Unix shell is a valuable tool for developing and deploying software. Learn the basics of this terminal-based, command-line interface.

Students will learn how to use header files, control flow, functions, classes. Answer iOS and mobile development interview questions with confidence and poise. Collaboration With Grow With Google. Learn how to respond to common Android and mobile development interview questions. Learn how to excel at networking both in-person and on LinkedIn. Create a targeted resume that gets the attention of recruiters and lands you an interview in tech. Write a compelling narrative that showcases your value to the company. Learn how to access and modify the DOM with ease using jQuery!

Get noticed by recruiters and hiring managers with a professional GitHub Profile. Learn best practices on commit style and contributing to open source. Answer front-end technical and behavioral interview questions with confidence and poise. Learn how to tackle interview questions for technical roles in VR Development. Collaboration With Mercedes.

Learn to fuse lidar point clouds, radar signatures, and camera images using Kalman Filters to perceive the environment and detect and track vehicles and pedestrians over time. You've used the Internet. Now find out more about how it works. In this course, you'll learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.

Skills Covered Ruby, Sinatra, Building web applications. Sinatra is a micro-framework for quickly developing small Ruby applications for the web. In this course, you'll learn all about Sinatra, routing, and templating.

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Skills Covered App Deployment, Heroku. Deploy your first web application using the Heroku platform and learn about the underlying mechanics of web hosting. This course provides an introduction to security issues relating to cyber-physical systems including industrial control systems and critical infrastructures. This course will give you solid foundations for developing, analyzing, and implementing parallel and locality-efficient algorithms. Offered at Georgia Tech as CS Take your first steps towards becoming a Java developer!

Learn Java syntax and create conditional statements, loops, and functions. Learn how to apply powerful object-oriented programming concepts in Java. Serve a data-driven web application as you become acquainted with, configure and finally secure a Ubuntu Linux web application server. HTTP is the fundamental protocol of the Web. Explore how it works using Python code and command-line tools. Persisting data is a core skill for any iOS developer. Skills Covered Flask, OAuth 2. Learn to implement the OAuth 2. This course covers the theory and practice of software analysis, which is at the heart of software development processes such as diagnosing bugs, testing, and debugging.

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Learn about the changes made to the JavaScript programming language in ECMAScript 6 and how to use these new improvements to write better cleaner code. What does a data scientist do? In this course, we will survey the main topics in data science so you can understand the skills that are needed to become a data scientist! Collaboration With Twitter. The world is trending in real time! Learn Apache Storm, taught by Twitter, to scalably analyze real-time tweets and drive d3 visualizations.

Storm is free, open and fun! This course is an introductory course on human-computer interaction, covering the principles, techniques, and open areas of development in HCI. Collaboration With Amazon Appstore for Android. This course explores how to use LibGDX to build 2D games that run anywhere, from web browsers to mobile devices. At the end you will create a full game, called Icicles. This course will explore how to create a game called Giga Gal.

Giga Gal is a platformer in which you run, collect energy packs, jump a bunch, and shoot enemies. You will learn the most effective monetization strategies for your game, how to keep your players interested and engaged, so that your game stands out in the app store. The twin goals of knowledge-based artificial intelligence AI are to build AI agents capable of human-level intelligence and gain insights into human cognition.


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Learn how to incorporate networking into your apps to access data from around the world. Build the On the Map app to share location and fun links with fellow students. This is an advanced Computer Networking course that delves into the latest concepts and tools used by the CN industry. Learn how to interact with remote repositories and collaborate with other developers on GitHub. Implement machine learning based strategies to make trading decisions using real-world data. Skills Covered d3. Learn the fundamentals of data visualization and apply design and narrative concepts to create your own visualization.

Review and practice the skills technical interviewers expect you to know and learn how to explain your Python solutions. Learn how to effectively develop, implement, and measure your monetization strategy, iterating on the model as appropriate. Skills Covered Javascript Apps, Jasmine testing framework, red-green-refactor workflow. Learn how to iterate on your web applications with confidence using the red-green-refactor workflow cycle and automated testing frameworks. Take the first step in becoming an iOS Developer by learning about Swift and writing your first app.

An introduction to the Linux command line interface. Study machine learning at a deeper level and become a participant in the reinforcement learning research community.

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Learn the process of building an app, taking your ideas from drawing board to App Store! Localization is about making a product feel tailored to users around the world. Specifically, it is the process of adapting a product to a language, culture and market. Collaboration With Nutanix. Learn all about the DevOps landscape, workflow, and a survey of the systems currently being used to support scalable software deployment. This course is designed to teach you about managing microservices, using Kubernetes. Collaboration With Cloudera. In this short course, learn the fundamentals of MapReduce and Apache Hadoop to start making sense of Big Data in the real world!

Data is everywhere and so much of it is unexplored. Learn how to investigate and summarize data sets using R and eventually create your own analysis. This course will help you organize a strategy of identifying your perfect user, and teach you how to grow your user base by focusing your product on their needs.

Learning to prototype will save you time and money in the development process.