What we're about

Deep Learning Adventures is a welcoming group for anyone interested in learning more about deep learning, its foundations, its strengths and weaknesses and ever growing applications that best serve humanity and help those in need throughout the world. After participating in hundreds of meetups in the area, we have taken many lessons learned and incorporated them into this group. This group is also startup oriented in the sense that we are open minded and ready to pivot to new directions as our community and needs around the world guide us.

We use online courses as guides from platforms like Coursera, deeplearning.ai, Udacity and fast.ai as well as known universities like Stanford and MIT. We also explore papers that have propelled this field to new heights and use coding projects and applications, mostly in Python, to meet a need or bring an idea to life.

Anyone with an honest interest in artificial intelligence, is welcomed, regardless of background. We believe in team building and collaboration and use human centric design principles to iterate over a project as needed. We promote a strong community bond and aim to learn from each other as none of us is really an expert.

This group is open to anyone around the world, with many of our members located in the Washington DC Metro Area. Our mission is to use data, AI and technology to help and support others in need anywhere around the world. As such we are open to collaboration with other meetups, organizations, companies or governments agencies that aim to use deep learning in making a positive impact around the world.

Join our Deep Learning Adventures community and become an expert in Deep Learning, TensorFlow, Computer Vision, Convolutional Neural Networks, Kaggle Challenges, Data Augmentation and Dropouts Transfer Learning, Multiclass Classifications and Overfitting and Natural Language Processing NLP as well as Time Series Forecasting 😀 Join us and earn your TensorFlow Developer Certificate! All while having fun learning and participating in our Deep Learning Trivia games 🎉

Meetup page 😀
https://www.meetup.com/Deep-Learning-Adventures

Deep Learning YouTube playlists, feel free to share and subscribe 😀

Our introductory level adventures in TensorFlow are available at

https://bit.ly/deep-learning-tf

Our advanced coding sessions in TensorFlow are available at

https://bit.ly/deep-learning-tf-coding

Our guest speaker sessions are available at

https://bit.ly/deep-learning-tf-speakers

Our BRAND NEW Kaggle Mini Course sessions are available at

http://bit.ly/dla-kaggle-courses

Join us on Slack:

https://join.slack.com/t/deeplearninga-nmk8930/shared_invite/zt-itkaq0dh-Mz5OeB81lbMsexUPWTpQyw (https://join.slack.com/t/deeplearninga-nmk8930/shared_invite/zt-i0e31541-LAro4XOdkcSpEi5F461g1A)

TensorFlow in Practice Specialization:

https://www.coursera.org/specializations/tensorflow-in-practice

Code repository for our Deep Learning Adventures 🎉
https://github.com/georgezoto/Deep-Learning-Adventures

Code repository for our TensorFlow-in-Practice Specialization 😀
https://github.com/georgezoto/TensorFlow-in-Practice

Visits Laurence's GitHub repository for this specialization:
https://github.com/lmoroney/dlaicourse/

Differentiate yourself with the TensorFlow Developer Certificate:
https://www.tensorflow.org/certificate

View our interactive presentations here. If you prefer static pdf presentations, please look at our Presentations folder above. Special attribution goes to Coursera and deeplearning.ai for allowing us to borrow some of their great content.

Deep-Learning-Adventures-Chapter-1-Presentation-1
https://docs.google.com/presentation/d/18nAqidaH_4CzZyh_1e23gR88aIgFxCuIT7YmMgmnjwg/edit?usp=sharing

Deep-Learning-Adventures-Tensorflow-In-Practice-Presentation-2
https://docs.google.com/presentation/d/1GEvlIo8g_OFWWq7S3Ob82wRh5NroXpVSivRvVjFpm4Q/edit?usp=sharing

Deep-Learning-Adventures-Tensorflow-In-Practice-Presentation-3
https://docs.google.com/presentation/d/1vKOwYrABaGCvHMM8wnK0vb6NNzfHLQREYQI2UXiFzJ0/edit?usp=sharing

Deep-Learning-Adventures-Tensorflow-In-Practice-Presentation-4
https://docs.google.com/presentation/d/1DAXyuNew5YDEzSakYjvbdIvCf_eNbZ6s69iyDBvHT2w/edit?usp=sharing

Deep-Learning-Adventures-Tensorflow-In-Practice-Presentation-5
https://docs.google.com/presentation/d/1gUJsRmuc_7beCoS3x2BiEWjJflcenyIQiqZMcyMLL-M/edit?usp=sharing

Deep-Learning-Adventures-Tensorflow-In-Practice-Presentation-6
https://docs.google.com/presentation/d/1KdKcq97grYYcTmkoEvwSOElK1TI_Son69CRae3wPk14/edit?usp=sharing

Deep-Learning-Adventures-Tensorflow-In-Practice-Presentation-7
https://docs.google.com/presentation/d/1UiIgy06YmYx8z1o23Z7Qb9ZyIFWismF52OSBpUq8niA/edit?usp=sharing

Practice your skills while having fun with our Deep Learning Trivia games 🎉

Deep Learning Trivia Game 1, covering basic TensorFlow syntax, Keras, dense network, optimizer and more:
https://quizizz.com/join/quiz/5e87bdbc07fa7f001b120404/start?from=soloLinkShare&referrer=5d921444d0fa99001a135336

Deep Learning Trivia Game 2, covering computer vision, Fashion-MNIST, sparse categorical and binary crossentropy loss, convolutional neural networks, max pooling, ImageDataGenerator and more:
https://quizizz.com/join/quiz/5e90e8e631fb32001f63510b/start?from=soloLinkShare&referrer=5d921444d0fa99001a135336

Deep Learning Trivia Game 3, covering convolutional neural networks in TensorFlow, larger datasets, techniques to avoid overfitting, transfer learning, multiclass classification and more:
https://quizizz.com/join/quiz/5eae10a807df73001b0c59a4/start?from=soloLinkShare&referrer=5d921444d0fa99001a135336

Deep Learning Trivia Game 4, natural language processing in TensorFlow, sentiment in text, word embeddings, sequence models, RNNs, LSTMs, sequence models applications and more:
https://quizizz.com/join/quiz/5eb71e0e09cdea001c916ac6/start?from=soloLinkShare&referrer=5d921444d0fa99001a135336

Deep Learning Trivia Game 5, covering sequences, time series and prediction using TensorFlow, statistical methods, deep neural networks for time series, recurrent neural networks for time series, real-world time series data and more:
https://quizizz.com/join/quiz/5eefd13d3db4b8001bb6d72b/start?from=soloLinkShare&referrer=5d921444d0fa99001a135336

Upcoming events (3)

TF Data and Deployment - Data Pipelines with TensorFlow Data Services

Join us for our 5th adventure on our journey to deep learning and data science in general 🎉 with the TensorFlow: Data and Deployment Specialization

https://www.coursera.org/specializations/tensorflow-data-and-deployment

Course 3 Week 3
Exporting Your Data into the Training Pipeline

This week we will extend our knowledge of data pipelines

- Join Zoom Meeting:
https://us02web.zoom.us/j/84402592502?pwd=d1lVSkxQZE1sSGljR3dXaEZwYmNEdz09

- Join us on Slack:
https://join.slack.com/t/deeplearninga-nmk8930/shared_invite/zt-pnzo1ltc-9_aP~mZCTC5sbUkaQ0QTOw

- Spread the word about our meetup 🎉

- Deep Learning YouTube playlists, feel free to share and subscribe 😀
Our BRAND NEW TF Data and Deployment YouTube playlist is available at: http://bit.ly/dla-tf-data-deployment

TF Data and Deployment - Data Pipelines with TensorFlow Data Services

Join us for our 5th adventure on our journey to deep learning and data science in general 🎉 with the TensorFlow: Data and Deployment Specialization

https://www.coursera.org/specializations/tensorflow-data-and-deployment

Course 3 Week 4
Performance

In this last week, we will learn how to handle our data input to avoid bottlenecks, race conditions and more!

- Join Zoom Meeting:
https://us02web.zoom.us/j/84402592502?pwd=d1lVSkxQZE1sSGljR3dXaEZwYmNEdz09

- Join us on Slack:
https://join.slack.com/t/deeplearninga-nmk8930/shared_invite/zt-pnzo1ltc-9_aP~mZCTC5sbUkaQ0QTOw

- Spread the word about our meetup 🎉

- Deep Learning YouTube playlists, feel free to share and subscribe 😀
Our BRAND NEW TF Data and Deployment YouTube playlist is available at: http://bit.ly/dla-tf-data-deployment

Happy Hour 🍹🍸🥂

Online event

Join us for a fun conversation 🍹🍸🥂
No slides or recording this time, just getting to know each other better and forge a stronger community 😀

We are taking a break from our awesome TensorFlow: Data and Deployment Specialization
https://www.coursera.org/specializations/tensorflow-data-and-deployment

Agenda:
- Introductions / Social conversations

- Join us on Slack:
https://join.slack.com/t/deeplearninga-nmk8930/shared_invite/zt-pnzo1ltc-9_aP~mZCTC5sbUkaQ0QTOw

- Spread the word about our meetup 🎉

Photos (99)