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Jun 23, 2020
Downloading City of Chicago Open Source dataset of procurement contracts for DataScience
Apr 2, 2020
Get FastText representation from pretrained embeddings with subword information
Feb 26, 2020
Symbolic Knowledge in deep learning
Jun 23, 2019
PyTorch Uint8 might be equivalent to Numpy Bool, but not always Numpy Uint8
Jun 12, 2019
Understanding memory information from top or free linux commands
Oct 28, 2018
Understand batch matrix multiplication
Oct 21, 2018
Course 4: Encoder decoder architectures, generative networks and adversarial training!
Oct 20, 2018
Course 3: natural language and deep learning!
Oct 20, 2018
Course 2: build deep learning neural networks in 5 days only!
Oct 20, 2018
Course 1: learn to program deep learning in Pytorch, MXnet, CNTK, Tensorflow and Keras!
Oct 20, 2018
Course 0: Why targets 0 and 1 in machine learning ?
Oct 19, 2018
Understand shape inference in deep learning technologies
Jun 26, 2018
Object detection deep learning frameworks for Optical Character Recognition and Document Pretrained Features
Feb 2, 2018
Configure Windows 10 for Ubuntu and server X
Dec 1, 2017
Python Dask: evaluate true skill of reinforcement learning agents with a distributed cluster of instances
Oct 12, 2017
Python packages and their managers: Ubuntu APT, yum, easy_install, pip, virtualenv, conda
Aug 10, 2017
Bounding box object detectors: understanding YOLO, You Look Only Once
Dec 30, 2016
Commands for NVIDIA install on Ubuntu 16.04
Dec 23, 2016
IBM Watson Bluemix Visual API : tutorial and visual accuracy of a custom classifier
Nov 15, 2016
Linear algebra for derivatives in multi-dimensional spaces : tensor products, inner and outer products...
Oct 21, 2016
1-grid LSTM and the XOR problem
Sep 17, 2016
About Bayes
Sep 16, 2016
About loss functions, regularization and joint losses : multinomial logistic, cross entropy, square errors, euclidian, hinge, Crammer and Singer, one versus all, squared hinge, absolute value, infogain, L1 / L2 - Frobenius / L2,1 norms, connectionist temporal classification loss
Jul 14, 2016
Element-Research Torch RNN Tutorial for recurrent neural nets : let's predict time series with a laptop GPU
Jun 7, 2016
Recurrent neural nets with Caffe
May 11, 2016
Google AppEngine, simply brilliant. Here is an overview
May 2, 2016
Deploying with Docker and Kubernetes - tutorial from your PC to AWS EC2, Google cloud, Microsoft Azure or any private servers
Apr 20, 2016
Add an interface to remote Ubuntu instances in the cloud
Apr 18, 2016
Supervised learning, unsupervised learning with Spatial Transformer Networks tutorial in Caffe and Tensorflow : improve document classification and character reading
Mar 6, 2016
Symbolic computing and deep learning tutorial with Tensorflow / Theano : learn basic commands of 2 libraries for the price of 1
Feb 4, 2016
Big data tutorial on BIDMach library : basic matrix operations and file I/O. Example on a RandomForest computation in a cluster of GPU
Jan 27, 2016
4 AMI to run the fastest cluster of GPU for scientific computing at minimal engineering cost thanks to EC2, Spark, NVIDIA, BIDMach technologies and Caffe
Jan 27, 2016
Compile Spark on Windows
Jan 26, 2016
BIDMach library for GPU computing with Intel parallel studio XE: simply amazing [install on MacOS and EC2]
Jan 22, 2016
Human intelligence versus artificial intelligence, deep-learning for non-experts : where are we and what applications ?
Jan 19, 2016
Computation power as you need with EMR auto-terminating clusters: example for a random forest evaluation in Python with 100 instances
Dec 26, 2015
The future paradise of programming thanks to AWS Lambda functions : let's send a newsletter for a Jekyll github pages site with a Lambda
Dec 26, 2015
Image annotations : which file format and what features for an annotation tool?
Dec 13, 2015
Ensuring maximal security in the AWS cloud and S3
Dec 13, 2015
HTML5 and Javascript: file upload with progress bar, client-side image resizing and multiple runtimes
Dec 6, 2015
Interface-oriented programming in OpenOffice / LibreOffice : automate your office tasks with Python Macros
Nov 11, 2015
Tensorflow : a deep learning library by Google, let's give it a try
Oct 19, 2015
Optimize your revenues and earn money with your blog : tools for the webmaster
Oct 19, 2015
Create an object detector with OpenCV Cascade Classifier : best practice and tutorial
Sep 23, 2015
ROI max pooling and shareable layers : fast and accurate deep learning nets.
Sep 15, 2015
Deep learning net surgery to create a feature map from a classification net
Sep 14, 2015
Compare Tesseract and deep learning techniques for Optical Character Recognition of license plates
Sep 4, 2015
Deep learning tutorial on Caffe technology : basic commands, Python and C++ code.
Sep 1, 2015
Training optical character recognition technology Tesseract on a new character font on MacOS
Aug 25, 2015
TinkerPop for graph databases : the end of Active Record and relational databases
Jul 31, 2015
GPU accelerated computing versus cluster computing for machine / deep learning
Jul 16, 2015
Deep learning with Cuda 7, CuDNN 2 and Caffe for Digits 2 and Python on Ubuntu 14.04
Jul 16, 2015
Deep learning with Cuda 7, CuDNN 2 and Caffe for Digits 2 and Python on iMac with NVIDIA GeForce GT 755M/640M GPU (Mac OS X)
Jul 3, 2015
Zeppelin Notebook - big data analysis in Scala or Python in a notebook, and connection to a Spark cluster on EC2
May 28, 2015
Wikipedia statistics, principal components and geo retrieval with Spark and ElasticSearch [Hackathon CarConnectivity]
May 17, 2015
Isomorphism : new mobile exigences for web sites
Apr 9, 2015
Create a mobile app from HTML/CSS code with Cordova framework
Mar 26, 2015
Redirection to the mobile app or the mobile website with a modal box
Mar 24, 2015
Installing big data technologies in a nutshell : Hadoop HDFS & Mapreduce, Yarn, Hive, Hbase, Sqoop and Spark
Mar 23, 2015
Enforcing security with Virtual Private Clouds and Security Groups
Mar 17, 2015
Deploying for your organization - from your PC to your cloud or any servers in one clic

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