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Latest Activity

Andrea Manero-Bastin posted blog posts
Sunday
Andrea Manero-Bastin's 4 blog posts were featured
Sunday
Merve Kiraz liked Andrea Manero-Bastin's blog post The Neural Network Zoo
Jan 1
Prasanth liked Andrea Manero-Bastin's blog post Introduction to Numpy - A Math Library for Python
Dec 31, 2020
Madiha Jamal liked Andrea Manero-Bastin's blog post Object detection with neural networks — a simple tutorial using keras
Dec 29, 2020
Andrea Manero-Bastin posted blog posts
Dec 27, 2020
Andrea Manero-Bastin's 2 blog posts were featured
Dec 27, 2020
Andrea Manero-Bastin's 3 blog posts were featured
Dec 13, 2020
Andrea Manero-Bastin posted blog posts
Dec 13, 2020
Andrea Manero-Bastin posted blog posts
Nov 29, 2020
Andrea Manero-Bastin's 2 blog posts were featured
Nov 29, 2020
Andrea Manero-Bastin posted a blog post

How do I select SVM kernels?

This article was written by Sebastian Raschka.Given an arbitrary dataset, you typically don't know which kernel may work best. I recommend starting with the simplest hypothesis space first -- given that you don't know much about your data -- and work your way up towards the more complex hypothesis spaces. So, the linear kernel works fine if your dataset if linearly separable; however, if your dataset isn't linearly separable,…See More
Nov 8, 2020
Andrea Manero-Bastin's blog post was featured

How do I select SVM kernels?

This article was written by Sebastian Raschka.Given an arbitrary dataset, you typically don't know which kernel may work best. I recommend starting with the simplest hypothesis space first -- given that you don't know much about your data -- and work your way up towards the more complex hypothesis spaces. So, the linear kernel works fine if your dataset if linearly separable; however, if your dataset isn't linearly separable,…See More
Nov 8, 2020
Andrea Manero-Bastin's blog post was featured

Baidu Apollo Releases Massive Self-driving Dataset; Teams Up With Berkeley DeepDrive

This article was written by Synced. Baidu this Thursday announced the release of ApolloScape, billed as the world’s largest open-source dataset for autonomous driving technology.ApolloScape was released under Baidu’s autonomous driving platform Apollo, which Baidu hopes will become “the Android of the auto industry.” Apollo gives developers access to a complete set of…See More
Nov 5, 2020
Andrea Manero-Bastin posted a blog post

Baidu Apollo Releases Massive Self-driving Dataset; Teams Up With Berkeley DeepDrive

This article was written by Synced. Baidu this Thursday announced the release of ApolloScape, billed as the world’s largest open-source dataset for autonomous driving technology.ApolloScape was released under Baidu’s autonomous driving platform Apollo, which Baidu hopes will become “the Android of the auto industry.” Apollo gives developers access to a complete set of…See More
Nov 5, 2020
Prasanth liked Andrea Manero-Bastin's blog post Essential Math for Data Science
Oct 25, 2020

Profile Information

Job Title:
Student
Seniority:
Student
Job Function:
Data Science, Machine Learning, AI, Business Analytics, Deep Learning, Blockchain, BI, IoT
LinkedIn Profile:
http://www.linkedin.com/in/andrea-manero-bastin-690610b1/
Interests:
Contributing

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Andrea Manero-Bastin's Blog

Clustering with Scikit with GIFs

Posted on January 15, 2021 at 12:05pm 0 Comments

This article was written by David Sheehan.

This post describes (with GIFs and words) the most common clustering algorithms available through Scikit-learn.

It’s a common task for a data scientist: you need to generate segments (or clusters- I’ll use the terms interchangably) of the customer base. Where does one start? With definitions, of…

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FairML: Auditing Black-Box Predictive Models

Posted on January 15, 2021 at 11:53am 0 Comments

This article was written on the blog CLOUDERA Fast Forward.

Machine learning models are used for important decisions like determining who has access to bail. The aim is to increase efficiency and spot patterns in data that humans would otherwise miss. But how do we know if a machine learning model is fair? And what does fairness in machine learning…

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Google is Rethinking its Business – What About You?

Posted on January 15, 2021 at 11:35am 0 Comments

This article was written by Damian Mingle.

Google recently started promoting automated machine learning (what they call AutoML) – something that DataRobot customers have been doing for years. So what is driving Google to now embrace this transformative approach? Guest blogger Damian Mingle explains. …

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Markov Chain Monte Carlo Methods for Bayesian Data Analysis in Astronomy

Posted on January 6, 2021 at 11:50am 0 Comments

This article was written by Sanjib Sharma.

Markov Chain Monte Carlo based Bayesian data analysis has now become the method of choice for analyzing and interpreting data in almost all disciplines of science. In astronomy, over the last decade, we have also seen a steady increase in the number of papers that employ Monte Carlo…

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