A new article entitled "How to normalize features in TensorFlow" written by Chris Rawles is now online!

#MachineLearning

@ITNEXT

TL;DR nWhen using tf.estimator, use the normalizer_fn argument in tf.feature_column.numeric_feature to normalize using the same parameters… > Read More...

https://towardsdatascience.com/how-to-normalize-features-in-tensorflow-5b7b0e3a4177

A new article entitled "Gating and Depth in Neural Networks" written by Hadayat Seddiqi is now online!

#ArtificialIntelligence #NeuralNetworks #MachineLearning

@ITNEXT

Depth is a critical part of modern neural networks. They enable efficient representations through constructions of hierarchical rules. By… > Read More...

https://towardsdatascience.com/gating-and-depth-in-neural-networks-b2c66ae74c45

The article "Evolution of a salesman: A complete genetic algorithm tutorial for Python" written by Eric Stoltz with 229 claps is hot on the list of publications!

#Programming #TowardsDataScience #GeneticAlgorithm #MachineLearning #DataScience

@ITNEXT

Drawing inspiration from natural selection, genetic algorithms (GA) are a fascinating approach to solving search and optimization problems… > Read More...

https://towardsdatascience.com/evolution-of-a-salesman-a-complete-genetic-algorithm-tutorial-for-python-6fe5d2b3ca35

An article entitled "Introducing a simple and intuitive Python API for UCI machine learning repository" written by Tirthajyoti Sarkar with 27 claps is now accessible for read!

#Algorithms #ArtificialIntelligence #Python #MachineLearning #DataScience

@ITNEXT

Introducing a simple and intuitive Python API for UCI ML repository for easy search, download, and analyze the ML tasks. > Read More...

https://towardsdatascience.com/introducing-a-simple-and-intuitive-python-api-for-uci-machine-learning-repository-fd2ce8eb6cd4

An article entitled "Lessons Learned from Building an R Package" written by Boyan Angelov with 81 claps is now accessible for read!

#ContinuousIntegration #OpenSource #MachineLearning #DataScience

@ITNEXT

I recently finished the first release version of my R package, called sdmbench (https://github.com/boyanangelov/sdmbench). The process was… > Read More...

https://towardsdatascience.com/lessons-learned-from-building-an-r-package-75d5263d3814

The article "What I learned from analyzing more than 80 job rejections with Python" written by Conor Dewey with 282 claps is hot on the list of publications!

#Technology #MachineLearning #Jobs #Python #DataScience

@ITNEXT

We’ve all gotten those emails at one point or another. You know, the ones that start with “Thank you for your interest” and end with… > Read More...

https://medium.freecodecamp.org/what-i-learned-from-analyzing-more-than-80-job-rejections-with-python-11044ee6927b

A new article entitled "Finding Choruses in Songs with Python" written by Vivek Jayaram is now online!

#Music #ArtificialIntelligence #MachineLearning

@ITNEXT

TLDR: We can find choruses in music using some pretty simple pattern recognition > Read More...

https://towardsdatascience.com/finding-choruses-in-songs-with-python-a925165f94a8

A new article entitled "The Interface Becomes Everything" written by Steven Harries is now online!

#AugmentedReality #Cameras #MachineLearning #AI #Interface

@ITNEXT

How the Smartphone Camera will change the Consumer Decision Journey > Read More...

https://hackernoon.com/the-interface-becomes-everything-19e9c27d525c

An article entitled "BYOD: Build your own Dataset (for free!)" written by Rishav Agarwal with 55 claps is now accessible for read!

#Scraping #Automation #MachineLearning #Python #DataScience

@ITNEXT

Web scrapping using cloud computing > Read More...

https://towardsdatascience.com/byod-build-your-own-dataset-for-free-67133840dc85

An article entitled "How to create Words Embedding in TensorFlow" written by Francesco Zuppichini with 43 claps is now accessible for read!

#Programming #DeepLearning #Python #TensorFlow #MachineLearning

@ITNEXT

Three different ways > Read More...

https://towardsdatascience.com/how-to-create-word-embedding-in-tensorflow-ed0a61507dd0

A new article entitled "Deep learning for specific information extraction from unstructured texts" written by Intuition Engineering is now online!

#NaturalLanguage #ArtificialIntelligence #DeepLearning #MachineLearning #Research

@ITNEXT

Authors: Vladimir Chikin, Ivan Ilin > Read More...

https://towardsdatascience.com/deep-learning-for-specific-information-extraction-from-unstructured-texts-12c5b9dceada

A new article entitled "From Data Analyst to Data Scientist" written by Ben Stanbury is now online!

#Analytics #ArtificialIntelligence #Technology #MachineLearning #DataScience

@ITNEXT

How does someone transition from being a Data Analyst to Data Scientist? > Read More...

https://towardsdatascience.com/from-data-analyst-to-data-scientist-f67a724ea265

A new article entitled "Finding Big Value in Small Conferences" written by Kirill Eremenko is now online!

#Conference #BigData #ArtificialIntelligence #MachineLearning #DataScience

@ITNEXT

You may have seen my previous post about what DataScienceGO 2018 is, where it’s happening and who’s attending. Right now we’re going to… > Read More...

https://towardsdatascience.com/finding-big-value-in-small-conferences-d5178295d773

A new article entitled "Deep Learning Bobblehead Animations" written by Anson Wong is now online!

#ArtificialIntelligence #DeepLearning #ComputerVision #MachineLearning #Art

@ITNEXT

Multi-pose estimation is currently a state-of-the-art deep learning approach in computer vision for detecting humans and their joints in an… > Read More...

https://towardsdatascience.com/making-bobblehead-animations-using-deep-learning-1df2cb004429

The article "Python for Finance: Dash by Plotly" written by Kevin Boller with 135 claps is hot on the list of publications!

#Programming #TowardsDataScience #MachineLearning #Python #DataScience

@ITNEXT

Expanding Jupyter Notebook Stock Portfolio Analyses with Interactive Charting in Dash by Plotly. > Read More...

https://towardsdatascience.com/python-for-finance-dash-by-plotly-ccf84045b8be

An article entitled "Graphs and ML: Multiple Linear Regression" written by Lauren Shin with 49 claps is now accessible for read!

#HousingPrices #GraphDatabase #LinearRegression #MachineLearning #DataScience

@ITNEXT

Same linear regression procedures, now unlimited independent variables! Greater functionality without additional complexity for the user. > Read More...

https://towardsdatascience.com/graphs-and-ml-multiple-linear-regression-c6920a1f2e70

While I never professionally worked on graph based machine learning problems, they have always been fascinating and I have tried keeping up to date with newish papers. Today I came across a really nice package called AmpliGraph (https://lnkd.in/gpXYuuQ), available on pip and running on top of TensorFlow. The API looks very clean with a number of example notebooks. Excited to play around with this.

#machinelearning #ML #datascience #graphs #MLLM #Cubonacci #AI

New tutorial!🚀

Learn how to build an Image Hashing Search Engine that scales to 1,000,000s of images using #OpenCV, #Python, and VP-Trees.

Full tutorial w/ code here: http://pyimg.co/myj11 👍 #ComputerVision #MachineLearning #ArtificialIntelligence #DataScience #AI #BigData

"Mathematics For Machine Learning"

A book that is intended to help people understand the #mathematics behind the #MachineLearning techniques.

Its aim is to make people understand what goes under the hood in common ML algorithms.

The best part is that the team is also working on Jupyter notebook tutorials

Download the PDF of the book: https://lnkd.in/e-gXPRf

100% OFF in Home Delivery Asia 2019>>> https://lnkd.in/f_TxgKN

For Data Science Implementations:
Know Data Science https://lnkd.in/fMHtxYP
Understand How to answer Why https://lnkd.in/f396Dqg
Machine Learning Terminology https://lnkd.in/fCihY9W
Understand Machine Learning Implementation https://lnkd.in/f5aUbBM
Machine Learning on Retail https://lnkd.in/fihPTJf
and Marketing https://lnkd.in/fBncKiy

Hi Folks,

Many of you probably follow sentdex (Harrison Kinsley) on YouTube (channel link below). He has great introductory content for #machinelearning.

Recently he also wrapped up a Kickstarter campaign to write a book on how to implement #deeplearning from scratch in #python. The videos for the book are free (on his channel) and a link to the book's site can be found below.

sentdex youtube -> https://lnkd.in/gXkhEv7

kickstarter -> https://lnkd.in/gcVyRa6

book site -> https://nnfs.io/