Your Path to Deep Learning

• YPDL-SentimentAnalysis-LR

  1 11 0.0 Jupyter Notebook

  While Deep Learning is a subset of Machine Learning, the prediction methodology in deep learning is different and works similar to how a human brain uses neural pathways to process information & learn from it. In this workshop we will learn about the building blocks of deep learning, neural networks, and how they work. We'll start with Logistic Regression - a simple and basic neural network classification algorithm, having just a one-layer neural network. These are the resources for the first se

  

Workshop 1 Resources

• YPDL-Identify-Handwritten-Digits-using-CNN-with-TensorFlow

  1 4 0.0 Jupyter Notebook

  Identify Handwritten Digits using CNN with TensorFlow

  

Workshop 2 Resources

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• YPDL-Recurrent-Neural-Networks-using-TensorFlow-Keras

  1 5 0.0 Jupyter Notebook

  Build a recurrent neural network using TensorFlow and Keras.

  

Workshop 3 Resources

• YPDL-Build-a-movie-recommendation-engine-with-TensorFlow

  1 8 0.0 Jupyter Notebook

  In this tutorial, we are going to build a Restricted Boltzmann Machine using TensorFlow that will give us recommendations based on movies that have been watched already. The datasets we are going to use are acquired from GroupLens and contains movies, users, and movie ratings by these users.

  

Workshop 4 Resources

• YourPathToDeepLearning

  1 5 0.0

  Sequel to our infamous Your Path to AI Series. We are introducing this new advanced level series for audience interested to specialise in Deep Learning. This repository holds all the resources for the series for you to catch up in case you have missed it.

  

You can access all the workshop resources here: https://github.com/IBMDeveloperMEA/YourPathToDeepLearning/

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

Suggest a related project