Building Convolutional Neural Networks with Tensorflow

Building Convolutional Neural Networks with #Tensorflow #abdsc

  • In the past year I have also worked with Deep Learning techniques, and I would like to share with you how to make and train a Convolutional Neural Network from scratch, using tensorflow.
  • Later on we can use this knowledge as a building block to make interesting Deep Learning applications.
  • Source code is also provided.
  • Before you continue, make sure you understand how a convolutional neural network works.
  • The code is also available in my GitHub repository, so feel free to use it on your own dataset(s).

In the past year I have also worked with Deep Learning techniques, and I would like to share with you how to make and train a Convolutional Neural Network from…
Continue reading “Building Convolutional Neural Networks with Tensorflow”

GitHub

Finally updated my scikit-learn tutorial notebooks to work with Python 3 :)  #machinelearning

  • Comparing machine learning models in scikit-learn ( video , notebook , blog post )
  • Training a machine learning model with scikit-learn ( video , notebook , blog post )
  • Evaluating a classification model ( video , notebook , blog post )
  • Setting up Python for machine learning: scikit-learn and IPython Notebook ( video , notebook , blog post )
  • Efficiently searching for optimal tuning parameters ( video , notebook , blog post )

Read the full article, click here.


@justmarkham: “Finally updated my scikit-learn tutorial notebooks to work with Python 3 🙂 #machinelearning”


scikit-learn-videos – Jupyter notebooks from the scikit-learn video series


GitHub

Microsoft’s Minecraft mod for training your own AI is ready to go

Microsoft's #Minecraft mod for training your own #AI is ready to go

  • You can learn more about Project Malmo and grab the mod from this GitHub repository to try it for yourself.
  • Project Malmo (formerly known as Project AIX) is a Minecraft mod that works on Windows, Mac and Linux, and supports just about any programming language you might want to use.
  • Read next: Russia’s new surveillance laws are stupid and will cost billions to enforce
  • So yes, that means you will need to know how to code – but Microsoft says that even novice programmers can get in on the action.
  • Microsoft’s Minecraft mod for training your own AI is ready to go

Read the full article, click here.


@RickKing16: “Microsoft’s #Minecraft mod for training your own #AI is ready to go”


Microsoft’s mod for Minecraft lets you train your own AI agents in the game with a little coding know-how. It’s available for free right now.


Microsoft’s Minecraft mod for training your own AI is ready to go

In-depth introduction to machine learning in 15 hours of expert videos

In-depth #MachineLearning in 15 hours of expert videos:  #BigData #DataScience by @Rbloggers

  • Lab: Model Selection Using Cross-Validation (5:32)
  • Lab: Forward Stepwise Selection and Model Selection Using Validation Set (10:32)
  • Chapter 7: Moving Beyond Linearity ( slides , playlist )
  • Lab: Random Forests and Boosting (15:35)
  • Multiple Linear Regression and Interpreting Regression Coefficients (15:38)

Read the full article, click here.


@KirkDBorne: “In-depth #MachineLearning in 15 hours of expert videos: #BigData #DataScience by @Rbloggers”


In January 2014, Stanford University professors Trevor Hastie and Rob Tibshirani (authors of the legendary Elements of Statistical Learning textbook) taught an


In-depth introduction to machine learning in 15 hours of expert videos