George Zoto's repositories
TensorFlow-in-Practice
TensorFlow in Practice Specialization. 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 😀 All while having fun learning and participating in our Deep Learning Trivia games 🎉 http://bit.ly/deep-learning-tf
Google-Cloud-Platform-Associate-Cloud-Engineer
Google Cloud Associate Engineer repository on my journey to becoming a cloud expert. Feel free to take a look at the resources I used under the Links section.
Deep-Learning-Adventures
Deep Learning Adventures. 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 😀 All while having fun learning and participating in our Deep Learning Trivia games 🎉 http://bit.ly/deep-learning-tf
RNN-LSTM-NLP-Sequence-Models
Sequence Models repository for all projects and programming assignments of Course 5 of 5 of the Deep Learning Specialization offered on Coursera and taught by Andrew Ng, covering topics such as Recurrent Neural Network (RNN), Gated Recurrent Unit (GRU), Long Short Term Memory (LSTM), Natural Language Processing, Word Embeddings and Attention Model.
Virtual-Reality-Nanodegree
Udacity’s Virtual Reality Nanodegree. Master the latest tools and technologies, and put your tech skills to work in the exciting field of VR! Learn from industry experts like Google, Unity, and HTC, and become a Virtual Reality Developer.
Convolutional-Neural-Networks
Convolutional Neural Networks repository for all projects of Course 4 of 5 of the Deep Learning Specialization covering CNNs and classical architectures like LeNet-5, AlexNet, GoogleNet Inception Network, VGG-16, ResNet, 1x1 Convos, OverFeat, R-CNN, Fast R-CNN, Faster R-CNN, YOLO, YOLO9000, DeepFace, FaceNet and Neural Style Transfer.
recommender-systems-in-python
A collection of Jupyter notebooks on articles and material online related to recommender systems in python.
Coding-in-TensorFlow
Nothing strengthens better your knowledge in Deep Learning than coding an actual model and application. Take the 5 week challenge with Robert, David and George and join us each Friday for a fun and engaging hands-on coding session using TensorFlow 🎉
Deep-Learning-with-PyTorch
Deep Learning with PyTorch
Tableau-A-Z
Udemy's Tableau A-Z: Hands-On Tableau Training For Data Science! Harness the power of your data. Unleash the potential of your people. Learn data visualization through Tableau and create opportunities for you or key decision makers to discover data patterns such as customer purchase behavior, sales trends, or production bottlenecks.
Neural-Networks-and-Deep-Learning
Neural Networks and Deep Learning repository for all projects and programming assignments of Course 1 of 5 of the Deep Learning Specialization offered on Coursera and taught by Andrew Ng, CEO/Founder Landing AI; Co-founder, Coursera; Adjunct Professor, Stanford University; formerly Chief Scientist,Baidu and founding lead of Google Brain.
Structuring-Machine-Learning-Projects
Structuring Machine Learning Projects repository for all projects of Course 3 of 5 of the Deep Learning Specialization covering topics such as being a technical leader in AI, how to diagnose and reduce errors in a ML system, mismatched training/test sets, human-level performance, transfer learning, multi-task learning and end-to-end learning.
TensorFlow-Data-and-Deployment
TensorFlow: Data and Deployment Join us for our 5th adventure on our journey to deep learning and data science in general 🎉 with the TensorFlow: Data and Deployment Specialization
Publications
A companion repository for my published articles as well several Certifications I have accomplished.
Disaster_Vulnerability_Map
DataKind DC volunteer project building a vulnerability and disaster risk map for Catholic Charities USA.
economic-intelligence
DMPED's EI Public Dashboard
Elixir-and-Phoenix
Elixir and Phoenix applications based on a great Udemy class taught by Stephen Grider.
fashion-mnist
A MNIST-like fashion product database. Benchmark :point_right:
Hyperparameter-Tuning-Regularization-and-Optimization
Hyperparameter Tuning, Regularization and Optimization repository for all projects and programming assignments of Course 2 of 5 of the Deep Learning Specialization covering topics such as bias and variance, dropout, L2 regularization as well as (Stochastic) Gradient Descent, Momentum, RMSProp and Adam, random minibatches and hyperparameter tuning.
Intro-to-Programming-Nanodegree
Udacity's Intro to Programming Nanodegree as a step towards Web and App Development, Machine Learning, Data Science, AI, and more.
ml-talk-demos
Code for the demos from my Google Next '17 talk: https://youtu.be/w1xNTLH1zlA
reflections
Udacity's great Git and GitHub class reflections
stackoverflow
Findings from Stackoverflow 2017
Tableau-Advanced
Udemy's Tableau 10 Advanced Training: Master Tableau in Data Science. Harness the power of your data. Unleash the potential of your team. Learn data visualization through Tableau and create opportunities for you or key decision makers to discover data patterns such as customer purchase behavior, sales trends, or production bottlenecks.
video-intelligence-demo
Video Intelligence API keynote demo from Google Next 2017