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Andrea Manero-Bastin
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Andrea Manero-Bastin liked Andrea Manero-Bastin's profile
15 hours ago
Michel Boussemart commented on Andrea Manero-Bastin's blog post Introduction to Numpy - A Math Library for Python
"Hi I think in green it's [44,45],[54,55] Best regards"
Mar 21
Andrea Manero-Bastin posted a blog post

Five Regression Analysis Tips to Avoid Common Problems

This article was written by Jim Frost.Regression is a very powerful statistical analysis. It allows you to isolate and understand the effects of individual variables, model curvature and interactions, and make predictions. Regression analysis offers high flexibility but presents a variety of potential pitfalls. Great power requires great responsibility!In this post, I offer five tips that will not only…See More
Mar 19
Andrea Manero-Bastin posted a blog post

Finding organic clusters in complex data-networks

This article was written by Graph Commons.A common task for a data scientist is to identify clusters in a given data set. The idea is to simply find groups of objects that have more connections or similarities to one another than they do to outsiders. In the study of networks, we use clustering to recognize communities within large groups of…See More
Mar 15
JM liked Andrea Manero-Bastin's profile
Mar 13
Andrea Manero-Bastin posted blog posts
Mar 7
Andrea Manero-Bastin's blog post was featured

Where have you seen Machine Learning in your everyday life?

This article is on the blog artificialintelligenceml.This article features the following applications, one of them is pictured above (recommendation engine).Google’s AI-Powered PredictionsRidesharing Apps Like Uber and LyftCommercial Flights Use an AI AutopilotSpam FiltersSmart Email CategorizationPlagiarism CheckersRobo-readers to Grade EssaysMobile Check DepositsFraud…See More
Mar 1
Andrea Manero-Bastin posted blog posts
Feb 23
RAMANATHAN RAMAKRISHNAN liked Andrea Manero-Bastin's blog post Text Classification using Neural Networks
Feb 13
Andrea Manero-Bastin's blog post was featured

Text Classification using Neural Networks

This article was written by gk_.Understanding how chatbots work is important. A fundamental piece of machinery inside a chat-bot is the text classifier. Let’s look at the inner workings of an artificial neural network (ANN) for text classification.We’ll use 2 layers of neurons (1 hidden layer) and a “bag of words” approach to organizing our training data. Text…See More
Feb 13
Andrea Manero-Bastin's blog post was featured

Scikit-learn Classification Algorithms

This article was written by Matthew Mayo.Scikit-learn is the de facto official machine learning library in use in the Python ecosystem. As described on its official website, Scikit-learn is:Simple and efficient tools for data mining and data analysisAccessible to everybody, and reusable in various contextsBuilt on NumPy, SciPy, and matplotlibOpen source, commercially usable - BSD license …See More
Feb 9
Andrea Manero-Bastin's 2 blog posts were featured
Feb 2
Andrea Manero-Bastin posted a blog post

Automated Machine Learning Hyperparameter Tuning in Python

This article was written by Will Koehrsen.Full title: Automated Machine Learning Hyperparameter Tuning in Python - A complete walk through using Bayesian optimization for automated hyperparameter tuning in PythonTuning machine learning hyperparameters is a tedious yet crucial task, as the performance of an algorithm can be highly dependent on the choice of hyperparameters. Manual tuning takes time…See More
Jan 22
Andrea Manero-Bastin posted blog posts
Jan 19
Andrea Manero-Bastin posted a blog post

Beginners Guide To Statistical Cluster Analysis

This article was written by Mohammad Sajid. Statistical cluster analysis is an Exploratory Data Analysis Technique which groups heterogeneous objects(M.D.) into homogeneous groups. We will learn the basics of cluster analysis with mathematical way. Cluster Analysis can be done by two methods:Hierarchical cluster analysis.Non-Hierarchical cluster analysis. Hierarchical Cluster Analysis(HCA):In HCA, the…See More
Jan 12
Andrea Manero-Bastin posted blog posts
Jan 9

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My Web Site Or LinkedIn Profile
http://www.linkedin.com/in/andrea-manero-bastin-690610b1/
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Data Science, Machine Learning, AI, Business Analytics, Deep Learning, Blockchain, BI, IoT
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Andrea Manero-Bastin's Blog

Finding organic clusters in complex data-networks

Posted on March 9, 2020 at 3:30am 0 Comments

This article was written by Graph Commons.

A common task for a data scientist is to identify clusters in a given data set. The idea is to simply find groups of objects that have more connections or similarities to one another than they do to outsiders. In the study of networks, we use clustering to recognize…

Continue

Five Regression Analysis Tips to Avoid Common Problems

Posted on March 9, 2020 at 3:00am 0 Comments

This article was written by Jim Frost.

Regression is a very powerful statistical analysis. It allows you to isolate and understand the effects of individual variables, model curvature and interactions, and make predictions. Regression analysis offers high flexibility but presents a variety of potential pitfalls. Great power requires great…

Continue

Compressing information through the information bottleneck during deep learning

Posted on March 6, 2020 at 3:00am 0 Comments

This article was written by Ray.

Read an article in Quanta Magazine (New theory cracks open the black box of deep learning) about a talk (see 18: Information Theory of Deep Learning, YouTube video) done a month or so ago given by Professor Naftali (Tali) Tishby on his theory that all deep learning convolutional neural networks (CNN) exhibit an “information bottleneck”…

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Introduction to Numpy - A Math Library for Python

Posted on March 1, 2020 at 12:00pm 1 Comment

This article was written by Vasudev.

Lets get started quickly. Numpy is a math library for python. It enables us to do computation efficiently and effectively. It is better than regular python because of it’s amazing capabilities.

In this article I’m just going to introduce you to the basics of what is mostly required for machine learning and…

Continue
 
 
 

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