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Udacity courses
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...Understand 3 popular machine learning algorithms and how to apply them to trading problems. Understand how to assess a machine learning algorithm's performance...
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...like C or C++ Experience using command line interfaces in *nix environments (e.g., Unix, Linux) Course readiness survey. You should feel comfortable answering... Learn about: Network Training, Basic IT, Basic IT training...
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...Lesson 5.1: Router Design Basics Router Design Basic Router Architecture Decision: Crossbar Switching Switching Algorithm: Maximal Matching Head of... Learn about: IT Security, Basic IT training, Network Training...
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...Eclipse Introduction IDE Overview Plug-Ins Eclipse Demo: Create Java Project Eclipse Demo: Create a Class Eclipse Demo: Run Configuration Eclipse... Learn about: Quality Training, UML training, Architecture Design...
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...and design of large software systems. This course is split into four sections: (1) Introduction, (2) UML and Analysis, (3) Software Architecture... Learn about: Architecture Design, UML training...
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...etc. Spring 2015 resources (old): Schedule: Suggested pace, assignments, deadlines, references. Course website: Course information, problem... Learn about: Computer vision, Camera Models, Image Motion...
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...Constraints Adding Landmarks Matrix Modification Untouched Fields Landmark Position Confident Measurements Implementing SLAM Runaway Robot Final Project... Learn about: Simultaneous Localization and Mapping, Artificial Intelligence...
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...arbitrary location to another. In this project, you will use reinforcement learning to train a smartcab how to drive. Syllabus Reinforcement Learning Basics... Learn about: TD Lambda, Reward Shaping, Reinforcement Learning Basics...
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...the originator and primary contributor to the open source database MongoDB. MongoDB is the leading NoSQL database. Designed for how we build and run applications today... Learn about: XML training, IT Auditing, Quality Training...
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...from scratch in answering questions about the real world using data. Machine learning happens to be a small part of this process. The model building process... Learn about: Model Building, QMV Process, Analyzing Data...
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...ElasticMapReduce to deploy a Hadoop cluster on-demand. Project: Analyzing a big dataset with Hadoop and MapReduce Use Hadoop and MapReduce to analyze... Learn about: Hadoop cluster, Amazon EC2...
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...From ideation to marketing to monetization, this program teaches you how to transform ideas into market-ready products, and build sustainable businesses around... Learn about: Product Design...
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...and have regular access to instructors and course managers through moderated forums. Graduates earn an industry-recognized credential and benefit from extensive career support... Learn about: IT Development, Android App, Application Development...
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...and hyperparameter tuning. Lesson 3: Convolutional Neural Networks Train a simple convolutional neural net. Explore the design space for convolutional... Learn about: Deep Learning, Machine Learning, Neural Networks...
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...user interface and built and deploy it to virtual and actual devices. You’ll also discover what makes mobile - and Android in particular - a unique environment for app development... Learn about: Navigate Apps, IT Development...
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...Performance Use profiling tools in Android Studio to identify performance leaks. Final Project You will productionize two apps, taking them from a functional... Learn about: Product Quality, Integration Points, IT Development...
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...If you lack this experience, please take Developing Android Apps prior to enrolling in this one. We also recommend taking Advanced Android App Development... Learn about: Google Location...
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...Lesson 1 - Getting Started with Analytics Get a Google Analytics account ID, and update your app to track all screen views. Lesson 2 - Beyond Auto Activity... Learn about: Google analytics, Tag Manager...
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...App Monetization with Display Advertising [this course] Add Google Maps to your Android App ntroduction Overview of Google Play services and an introduction... Learn about: Google AdMob, Android App...
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...understand the different map types, and learn how to use the Google Developers console to get an API key. Even create a map that flies around the world!... Learn about: Google Maps, Android App...