How to Make Money with Tensorflow

Author channel Siraj Raval   5 дн. назад
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How to Start an AI Startup

How are you supposed to get in on the AI hype? Deep learning has enabled a whole new breed of applications, and there are still so many different opportunities to apply it in fields that are completely untapped. I'll go through the steps you need to take to start your own AI startup using a combination of my own experiences and best practices from the industry as a guide. From data collection to model training to picking a problem, we'll try to understand this challenging task. Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval Sources: https://www.youtube.com/channel/UCWN3xxRkmTPmbKwht9FuE5A/playlists https://www.deeplearning.ai/ http://www.fast.ai/ http://www.deeplearningbook.org/ https://www.kaggle.com/datasets https://github.com/awesomedata/awesome-public-datasets https://archive.ics.uci.edu/ml/datasets.html More learning resources: https://www.youtube.com/watch?v=CBYhVcO4WgI https://www.youtube.com/watch?v=bNpx7gpSqbY https://www.youtube.com/watch?v=JqxzLUE6pP8 https://www.youtube.com/watch?v=ii1jcLg-eIQ https://www.youtube.com/watch?v=ia8arCDoxZ8 https://www.youtube.com/watch?v=677ZtSMr4-4 Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693

How to Predict Stock Prices Easily - Intro to Deep Learning #7

We're going to predict the closing price of the S&P 500 using a special type of recurrent neural network called an LSTM network. I'll explain why we use recurrent nets for time series data, and why LSTMs boost our network's memory power. Coding challenge for this video: https://github.com/llSourcell/How-to-Predict-Stock-Prices-Easily-Demo Vishal's winning code: https://github.com/erilyth/DeepLearning-SirajologyChallenges/tree/master/Image_Classifier Jie's runner up code: https://github.com/jiexunsee/Simple-Inception-Transfer-Learning More Learning Resources: http://colah.github.io/posts/2015-08-Understanding-LSTMs/ http://deeplearning.net/tutorial/lstm.html https://deeplearning4j.org/lstm.html https://www.tensorflow.org/tutorials/recurrent http://machinelearningmastery.com/time-series-prediction-lstm-recurrent-neural-networks-python-keras/ https://blog.terminal.com/demistifying-long-short-term-memory-lstm-recurrent-neural-networks/ Please subscribe! And like. And comment. That's what keeps me going. Join other Wizards in our Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 music in the intro is chambermaid swing by parov stelar Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/

Learn Machine Learning in 3 Months

How is a total beginner supposed to get started learning machine learning? I'm going to describe a 3 month curriculum to help you go from beginner to well-versed in machine learning. Its an accelerated learning plan, something i'd create for myself if I were to get started today, but I'm going to open source it for you guys. This curriculum will cover all the math concepts, the machine learning theory, and the deep learning theory to get you up to speed with the field as fast as possible. If anyone asks how to best get started with machine learning, direct them to this video! Curriculum from this video: https://github.com/llSourcell/Learn_Machine_Learning_in_3_Months Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval Month 1 Week 1 Linear Algebra https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/ Week 2 Calculus https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr Week 3 https://www.edx.org/course/introduction-probability-science-mitx-6-041x-2 Week 4 Algorithms https://www.coursera.org/courses?languages=en&query=Algorithm%20design%20and%20analysis Month 2 Week 1 learn python for data science https://www.youtube.com/watch?v=T5pRlIbr6gg&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU Math of Intelligence https://www.youtube.com/watch?v=xRJCOz3AfYY&list=PL2-dafEMk2A7mu0bSksCGMJEmeddU_H4D Intro to Tensorflow https://www.youtube.com/watch?v=2FmcHiLCwTU&list=PL2-dafEMk2A7EEME489DsI468AB0wQsMV Week 2 Intro to ML (Udacity) https://eu.udacity.com/course/intro-to-machine-learning--ud120 Week 3-4 ML Project Ideas https://github.com/NirantK/awesome-project-ideas Month 3 (Deep Learning) Week 1 Intro to Deep Learning https://www.youtube.com/watch?v=vOppzHpvTiQ&list=PL2-dafEMk2A7YdKv4XfKpfbTH5z6rEEj3 Week 2 Deep Learning by Fast.AI http://course.fast.ai/ Week 3-4 Re-implement DL projects from my github https://github.com/llSourcell?tab=repositories ML people to follow on Twitter: https://www.quora.com/Who-should-I-follow-on-Twitter-to-get-useful-and-reliable-machine-learning-information Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693

TensorFlow.js Quick Start

Get started with TensorFlow.js by building a digit recognizer from scratch in this quick start tutorial https://angularfirebase.com/lessons/tensorflow-js-quick-start/ TF.js docs - https://js.tensorflow.org Machine Learning Crash Course - https://developers.google.com/machine-learning/crash-course/ Kaggle - https://www.kaggle.com/jeffd23 MNIST - https://ml4a.github.io/demos/confusion_mnist/

How to Make Money as a Programmer in 2018

I'll go through 5 methods that you can use to make money as a programmer! We are lucky in that our skill will only get more valuable to society over time. Links to everything I've discussed are below. Please Subscribe! And like. And comment. That's what keeps me going. Contract work: http://upwork.com/ http://freelancer.com/ https://github.com/engineerapart/TheRemoteFreelancer (huge list) Improving your portfolio: http://www.codeofhonor.com/blog/marketing-yourself-as-a-programmer https://softwareengineering.stackexchange.com/questions/54506/how-to-market-yourself-as-a-software-developer/59875 Paul Graham's goldmine of essays on starting a startup: http://www.paulgraham.com/articles.html Programming Challenges: http://topcoder.com/ https://www.hackerearth.com/ https://www.codechef.com/ Bounty listings: https://www.bountysource.com/ https://bountify.co/ Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/

Tensorflow is an popular open source machine learning library released by Google that allows developers to build ML models easily. How are you supposed to build an AI business using Tensorflow? There are so many startups and companies using Tensorflow in production environments with sometimes millions of users relying on the software. In this video i'm going to explain how all the different tools in the Tensorflow ecosystem (Serving, Lite, Imperative Programming, Visualizations, etc.) work together to allow the developer to use an end to end pipeline for developing and deploying AI software. We'll go over code, theory, and we'll think through two busines use cases for applying AI to a problem. Hope you like it!

Code for this video:
https://github.com/llSourcell/Make_Money_with_Tensorflow

Please Subscribe! And like. And comment. That's what keeps me going.

Want more education? Connect with me here:
Twitter: https://twitter.com/sirajraval
Facebook: https://www.facebook.com/sirajology
instagram: https://www.instagram.com/sirajraval

More learning resources:
https://www.slideshare.net/ETS_Asset_Management_Factory/python-tensorflow-how-to-earn-money-in-the-stock-exchange-with-deep-learning-pycones2017-talk
https://stratechery.com/2015/tensorflow-and-monetizing-intellectual-property/
https://towardsdatascience.com/6-ways-people-are-making-money-with-machine-learning-db10575f3564
https://www.oreilly.com/learning/how-to-build-a-robot-that-sees-with-100-and-tensorflow
https://www.technologyreview.com/s/544356/heres-what-developers-are-doing-with-googles-ai-brain/
https://www.computerworlduk.com/open-source/what-is-tensorflow-how-are-businesses-using-it-3658374/
https://pseudoprofound.wordpress.com/2016/08/19/why-tensorflow-is-free-and-what-you-can-do-about-it/

Join us in the Wizards Slack channel:
http://wizards.herokuapp.com/

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https://www.theschool.ai

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