Learn Tensorflow from Coursera

Coursera offers you 73 courses, to learn Tensorflow now!

Coursera, is an American online learning platform founded in 2012 by Stanford professors Andrew Ng and Daphne Koller that offers massive open online courses (MOOC), specializations, and degrees. Coursera works with universities and other organizations to offer online courses, specializations, and degrees in a variety of subjects, such as engineering, data science, machine learning, mathematics, business, computer science, digital marketing, humanities, medicine, biology, social sciences, and others. - read more on Wikipedia

  • flag Coursera
  • student Intermediate
  • database eLearning
  • earth English
  • clock 2h

Simple Recurrent Neural Network with Keras

In this hands-on project^ you will use Keras with TensorFlow as its backend to create a recurrent neural network model and train it to learn to perform addition of simple equations given in string format. You will learn to create …

Read More
  • flag Coursera
  • student Intermediate
  • database eLearning
  • earth English
  • clock 15h

Anomaly Detection in Time Series Data with Keras

In this hands-on introduction to anomaly detection in time series data with Keras^ you and I will build an anomaly detection model using deep learning. Specifically^ we will be designing and training an LSTM autoencoder using the Keras API with …

Read More
  • flag Coursera
  • student Intermediate
  • database eLearning
  • earth English
  • clock 12h

Art and Science of Machine Learning

Welcome to the art and science of machine learning. In this data science course you will learn the essential skills of ML intuition^ good judgment and experimentation to finely tune and optimize your ML models for the best performance.

Read More
  • flag Coursera
  • student Intermediate
  • database eLearning
  • earth English
  • clock 2h

Classification with Transfer Learning in Keras

In this 1.5 hour long project-based course^ you will learn to create and train a Convolutional Neural Network (CNN) with an existing CNN model architecture^ and its pre-trained weights. We will use the MobileNet model architecture along with its weights …

Read More
  • flag Coursera
  • student Intermediate
  • database eLearning
  • earth English
  • clock 20h

Convolutional Neural Networks

This course will teach you how to build convolutional neural networks and apply it to image data. Thanks to deep learning^ computer vision is working far better than just two years ago^ and this is enabling numerous exciting applications ranging …

Read More
  • flag Coursera
  • student Intermediate
  • database eLearning
  • earth English
  • clock 15h

Convolutions for Text Classification with Keras

Welcome to this hands-on^ guided introduction to Text Classification using 1D Convolutions with Keras. By the end of this project^ you will be able to apply word embeddings for text classification^ use 1D convolutions as feature extractors in natural language …

Read More
  • flag Coursera
  • student Intermediate
  • database eLearning
  • earth English
  • clock 1h

Create Custom Layers in Keras

In this 1-hour long project-based course^ you will learn how to create a custom layer in Keras^ and create a model using the custom layer. In this project^ we will create a simplified version of a Parametric ReLU layer^ and …

Read More
  • flag Coursera
  • student Intermediate
  • database eLearning
  • earth English
  • clock 15h

Creating Custom Callbacks in Keras

In this 1.5-hour long project-based course^ you will learn to create a custom callback function in Keras and use the callback during a model training process. We will implement the callback function to perform three tasks: Write a log file …

Read More
  • flag Coursera
  • student Intermediate
  • database eLearning
  • earth English
  • clock 2h

Custom Prediction Routine on Google AI Platform

Please note: You will need a Google Cloud Platform account to complete this course. Your GCP account will be charged as per your usage. Please make sure that you are able to access Google AI Platform within your GCP account. …

Read More
  • flag Coursera
  • student Beginner
  • database eLearning
  • earth English
  • clock 6h

Deep Learning for Business

Your smartphone^ smartwatch^ and automobile (if it is a newer model) have AI (Artificial Intelligence) inside serving you every day. In the near future^ more advanced “self-learning” capable DL (Deep Learning) and ML (Machine Learning) technology will be used in …

Read More
  • flag Coursera
  • student Beginner
  • database eLearning
  • earth English
  • clock 2h

Deep Learning NLP: Training GPT-2 from scratch

In this 1-hour long project-based course^ we will explore Transformer-based Natural Language Processing. Specifically^ we will be taking a look at re-training or fine-tuning GPT-2^ which is an NLP machine learning model based on the Transformer architecture. We will cover …

Read More
  • flag Coursera
  • student Intermediate
  • database eLearning
  • earth English
  • clock 3h

Emotion AI: Facial Key-points Detection

In this 1-hour long project-based course^ you will be able to: - Understand the theory and intuition behind Deep Learning^ Convolutional Neural Networks (CNNs) and Residual Neural Networks. - Import Key libraries^ dataset and visualize images. - Perform data augmentation …

Read More