# Machine Learning <!-- </br> મશીન લર્નિંગ અને ક્લાઉડ કમ્પ્યુટિંગ --> Machine learning is a form of artificial intelligence that enables a system to learn from sample data rather than through explicit instructions. --- ### How does machine learning work? Explain with examples, not instructions. --- ![](https://i.imgur.com/szBAn86.jpg) --- ![](https://www.yesware.com/wp-content/uploads/email-spam-example.png) Spam: All Caps, Trigger Phrases, Prices, Exclamation Marks, Attachments Not Spam: Everything else --- ![](https://i.imgur.com/1uYlWsQ.png) --- ### Where can we use machine learning? - Effective web searching (Google Search) - Autonomous vehicles (Tesla, Uber) - Early detection of diseases (Diabetes, Cancer) - Beautiful art generation (Images, Music) --- ### You're already using technologies that are powered by machine learning! --- ### Autonomous Vehicles {%youtube OOT3UIXZztE %} --- ### NVIDIA Art Generation {%youtube p5U4NgVGAwg %} <!-- NVIDIA used a special type of neural network architecture to produce art masterpieces. They are able to take finger paintings and convert them into realisitic sketches of nature. --> --- ### Automatic Attendance System {%youtube Sv8WPME-abw %} --- ### [Live Demonstration of Digit Classification](http://myselph.de/neuralNet.html) --- #### SMVS Canada is hosting its first ever Machine Learning and Google Cloud Workshop! *December 1, 2019 between 2 PM - 8 PM.* --- ### Why should I attend the workshop? * Learn about Google Cloud and Machine Learning fundamentals. * Build a real Machine Learning application with the help of experts. * Get exposure to new technologies and broaden your career. --- ### Thank you! You can register for the Machine Learning and Google Cloud Workshop at [bit.ly/ML-SMVS](https://bit.ly/ML-SMVS).
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