EPISODE · Dec 3, 2016 · 6 MIN
How to Make an Amazing Tensorflow Chatbot Easily
from Siraj Raval
We'll go over how chatbots have evolved over the years and how Deep Learning has made them way better. Then we'll build our own chatbot using the Tensorflow machine learning library in Python. The code & coding challenge for this video are here: https://github.com/llSourcell/tensorflow_chatbot Georgi's winning code for this week: https://github.com/petkofff/p_vs_np_challenge Mick's Runner up code for this week: https://github.com/mickvanhulst/travSalesman Join other Wizards on our Slack room: https://wizards.herokuapp.com Live sequence to sequence chatbot demo: http://neuralconvo.huggingface.co/ Some more useful resources on chatbots: http://www.wildml.com/2016/04/deep-learning-for-chatbots-part-1-introduction/ http://venturebeat.com/2016/08/01/how-deep-reinforcement-learning-can-help-chatbots/ http://web.stanford.edu/class/cs124/lec/chatbot.pdf More resources on Tensorflow: http://lauragelston.ghost.io/speakeasy-pt2/ https://speakerdeck.com/inureyes/building-ai-chat-bot-using-python-3-and-tensorflow Please Subscribe! And like. And comment. That's what keeps me going. And please support me on Patreon!: https://www.patreon.com/user?ty=h&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/
What this episode covers
We'll go over how chatbots have evolved over the years and how Deep Learning has made them way better. Then we'll build our own chatbot using the Tensorflow machine learning library in Python. The code & coding challenge for this video are here: https://github.com/llSourcell/tensorflow_chatbot Georgi's winning code for this week: https://github.com/petkofff/p_vs_np_challenge Mick's Runner up code for this week: https://github.com/mickvanhulst/travSalesman Join other Wizards on our Slack room: https://wizards.herokuapp.com Live sequence to sequence chatbot demo: http://neuralconvo.huggingface.co/ Some more useful resources on chatbots: http://www.wildml.com/2016/04/deep-learning-for-chatbots-part-1-introduction/ http://venturebeat.com/2016/08/01/how-deep-reinforcement-learning-can-help-chatbots/ http://web.stanford.edu/class/cs124/lec/chatbot.pdf More resources on Tensorflow: http://lauragelston.ghost.io/speakeasy-pt2/ https://speakerdeck.com/inureyes/building-ai-chat-bot-using-python-3-and-tensorflow Please Subscribe! And like. And comment. That's what keeps me going. And please support me on Patreon!: https://www.patreon.com/user?ty=h&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/
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How to Make an Amazing Tensorflow Chatbot Easily
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