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Published byClifford Thomas Modified over 9 years ago
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Alireza Haghshenas Winter 93
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* Problem Definition * Difficult Math Parts * Vision * Computational Geometry * Optimization * Run the App
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* M of CLS * Unify data * How to identify People * Different People, Same Name * Same Person, Different Names * Missing, Wrong or Stolen National Code * Fuzzy Grouping
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* Last few Decades
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* Sorting Results * Keyword Importance * Problem? * Page Rank * Larry who? * Google
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* Perceptron 1958 * Backpropagation 1975 * Deep Learning 2006 * Translation * Image Retrieval * Voice Recognition * Driverless Cars
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* Leap Motion: 2010 * Ultrasonic Haptic Feedback * Virtual Reality * Augmented Reality * Microsoft HoloLens
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* Date$/GFLOPS * 1961$8,300,000,000,000 * 198442,780,000 * 199742,000 * 2000836 * 2003100 * 200752 * 20111.8 * 20150.08
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* What Skills You need to be competent
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* Modeling * Abstraction * Creative Thinking * Systematic Thinking * Critical Thinking
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* Combinatorics * Statistics * Probability * Linear Algebra * Graph Theory
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* Data Structures * Algorithms * Design * Analysis * Parallel * Databases * NoSQL
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* General Purpose Programming * Object Oriented Design/Implementation * Database Design/Implementation/Tuning * Robotics * GPGPU * Cyber-Security
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* Machine Learning * Neural Networks * Deep Learning * Artificial Intelligence * Image Processing/Computer Vision * Sound/Voice Processing * Natural Language Processing * Statistical Pattern Recognition * Fuzzy Logic * Functional Programming * Data Science
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* Web Development * Business Intelligence * HCI * Embedded Systems * System Programming * Distributed Systems * High Reliability * Hardware description Languages *…*…
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* Team Work * Communications * Leadership * Presentation * Responsibility * Tolerance
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* Visual Studio * C# * Asp.Net * Java * Python * Matlab * Javascript * Android * Swift * C++ * Intellij * Sql-Server * Oracle * PHP * MySQL * Hadoop *R*R * Excel!! * Powerpoint * Linux * Word * Profilers * Git *…*…
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* Competitive Learning * ACM ICPC * Google Code Jam, … * Start from basics * Dedicate Time to learning * Focus on your weak points * Work in a group * Work for great companies * Internship * Avoid Negative People
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* Use your time efficiently * Work, Learn, Have fun, have rest * Follow great people/groups * Follow trends * Stay up-to-date * Be ready to leave * Learn a few tools thoroughly * Make mistakes * Set Goals * Join Communities * Contribute * Open Source
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* Enjoy science/technology * Spend a lot of time on learning/doing * Prefer to be alone
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* Can’t be or Don’t like to be Geeks * Can learn CS * Learn other stuff * Arts * Medicine * Economy * Literature * Social Sciences * Physics * Biology * Robotics * Politics * Etc…
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