Data Science News Digest – handpicked articles, news, and stories from Data Science world. NEWS Experts Predict When Artificial Intelligence Will Exceed Human Performance – Artificial intelligence is changing the world and doing it at breakneck speed. The promise is that intelligent machines will be able to do every task better and more… Read More Data Science News Digest – handpicked articles, news, and stories from Data Science world.
What is Regularization and why it is useful? In Machine Learning, very often the task is to fit a model to a set of training data and use the fitted model to make predictions or classify new (out of sample) data points. Sometimes model fits the training data very well but does not well in… Read More Data Scientist Interview Question: What is Regularization and why it is useful?
TensorFlow Tutorial for beginners. What is TensorFlow? The shortest definition would be, TensorFlow is a general-purpose library for graph-based computation. But there is a variety of other ways to define TensorFlow, for example, Rodolfo Bonnin in his book – Building Machine Learning Projects with TensorFlow brings up definition like this: “TensorFlow is an open source… Read More TensorFlow Tutorial for beginners.
Data Science News Digest – handpicked articles, news, and stories from Data Science world. NEWS CUDA 9 Features Revealed – At the GPU Technology Conference, NVIDIA announced CUDA 9, the latest version of CUDA’s powerful parallel computing platform and programming model. Explaining How End-to-End Deep LearninSteers a Self-Driving Car – As part of a… Read More Data Science News Digest – May
Free Data Science Online Courses – edX All below courses are free to try, fee applies only when credential required. “The Big Data” – MicroMasters from AdelaideX “Data Science” – MicroMasters from The University of California, San Diego “Microsoft Professional Program Certificate in Data Science” – from Microsoft “Programming for Data Science” – from AdelaideX “Data Science Orientation”… Read More Free edX Data Courses
Below a list of selected free resources to learn TensorFlow: TensorFlow website: www.tensorflow.org Udacity free course: www.udacity.com Google Cloud Platform: cloud.google.com Coursera free course: www.coursera.org Machine Learning with TensorFlow by Nishant Shukla : www.tensorflowbook.com ‘First Contact With TensorFlow’ by Prof. JORDI TORRES: jorditorres.org or you can order from Amazon: First Contact With Tensorflow Kadenze Academy: www.kadenze.com OpenShift: blog.openshift.com Tutorial by… Read More List of free resources to learn TensorFlow.
Free eBooks to learn Python. Below a list of 5 eBooks to learn Python for data science, they are all free to use: A Byte of Python by Swaroop C H Python for Everybody – Prof.Charles Severance Python Programming by Wikibooks Think Python: How would you Think Like a Computer Scientist by Allen Downey Dive… Read More Free eBooks to learn Python.
Data Science specializations available on Coursera. Here is a selection of specializations on data science available on Coursera: Data Mining Data Science Data Structures and Algorithms Cloud Computing Genomic Data Science Data Analysis and Interpretation Data Science at Scale Mastering Software Development in R Executive Data Science Methods and Statistics in Social Sciences… Read More Data Science specialisations available on Coursera.
In a previous post, I described very basic code to get into a world of machine learning competitions, Numerai. This one will be a continuation, so if you haven’t read it I recommend to do it- here. In this post, we will add little more complexity to the whole process. We will split out 20%… Read More Numerai – Deep Learning – simple example
In this post, I will share, how simple it is to start competing in machine learning tournaments – Numerai. I will go step by step, line by line explaining what is doing what and why it is required. Numerai is a global artificial intelligence competition to predict the behavior. Numerai is a little bit similar… Read More Gentle Intro to machine learning competitions with ‘Numerai’ – step by step.