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Prasanth liked Andrea Manero-Bastin's blog post Essential Math for Data Science
Sunday
Andrea Manero-Bastin's 2 blog posts were featured
Oct 15
Oliver Sampson liked Andrea Manero-Bastin's blog post The Neural Network Zoo
Oct 12
Daren Scot Wilson liked Andrea Manero-Bastin's blog post Using AI to Super Compress Images
Oct 12
Andrea Manero-Bastin's 3 blog posts were featured
Oct 11
Andrea Manero-Bastin's 2 blog posts were featured
Oct 8
Andrea Manero-Bastin posted a blog post

The rise of GPU databases

This article was written by Gidon Ben-Zvi.a GPU database is a database, relational or non-relational, that uses a GPU (graphical processing unit) to perform some database operations. For example, GPU databases are typically fast, and geared towards analytics.Table of contentsFrenemies: GPUs Vs. CPUsAnalytics on Steroids: Where GPUs are Being…See More
Sep 27
Derek Christensen liked Andrea Manero-Bastin's blog post MBA guide: 8 resources to go from the spreadsheet to the command line
Sep 22
Andrea Manero-Bastin posted blog posts
Sep 17
Robert R. Tucci commented on Andrea Manero-Bastin's blog post Top 6 Essential Skills for Data Scientists
"Hmm, but in any job, you might only use a small subset of those skills, or skills not in that list. And employers might hire only based on your competency on that small subset. Why should they care if you don't know Perl if they never use it.…"
Sep 10
Andrea Manero-Bastin posted a blog post

Becoming a 10x Data Scientist

This article was written by Stephanie Kim.Recently I gave a talk at PyData Seattle about how to ramp up your data science skills by borrowing tips and tricks from the developer community. These suggestions will help you become a more proficient data scientist who is loved by your team members and stakeholders.This post is broken up into five parts including:History and controversy of the 10x developerProject…See More
Sep 10
Andrea Manero-Bastin posted blog posts
Sep 6
Prasanth liked Andrea Manero-Bastin's blog post Data Science Jargon Explained to the Layman
Aug 28
Andrea Manero-Bastin's blog post was featured

Machine Learning vs. Statistics

This article was written by Tom Fawcett and Drew Hardin.Throughout its history, Machine Learning (ML) has coexisted with Statistics uneasily, like an ex-boyfriend accidentally seated with the groom’s family at a wedding reception: both uncertain where to lead the conversation, but painfully aware of the potential for awkwardness.…See More
Aug 20
Stephan O'Bryan liked Andrea Manero-Bastin's blog post Deep Learning for Object Detection: A Comprehensive Review
Aug 17
Andrea Manero-Bastin posted a blog post

12 metric interpretation pitfalls in online controlled experiments

This article was written by Adrian Colyer.Pure Gold! Here we have twelve wonderful lessons in how to avoid expensive mistakes in companies that are trying their best to be data-driven. A huge thank you to the team from Microsoft for sharing their hard-won experiences with us.In our experience of running thousands of experiments with many teams across Microsoft, we observed again and again how incorrect…See More
Aug 16

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

Cross-validation and hyperparameter tuning

Posted on October 14, 2020 at 5:00am 0 Comments

Introduction

Almost every machine learning algorithm comes with a large number of settings that we, the machine learning researchers and practitioners, need to specify. These tuning knobs, the so-called hyperparameters, help us control the behavior of machine learning algorithms when optimizing for performance, finding the right balance between bias and variance. Hyperparameter tuning for performance optimization is an art in itself,…

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Applications of Machine Learning in FinTech

Posted on October 14, 2020 at 5:00am 0 Comments

Machine learning is a type of artificial intelligence that provides computers with the ability to learn without being explicitly programmed. The science behind machine learning is interesting and application-oriented. Many startups have disrupted the FinTech ecosystem with machine learning as their key technology.

There are various applications of machine learning used by the FinTech companies falling under different subcategories. Let us look at some of the…

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A simple guide to AI, Machine Learning and Deep Learning

Posted on October 7, 2020 at 4:00am 0 Comments

This article was written on Graymatter. 

Let start at the beginning; back in the 50’s we dreamt about robots making our tea (AI) and what we could do with our spare time, fuelled by the space race and science fiction it was a heady dream. Until that is the 80’s, where we started to ‘teach’ machines simple tasks (Machine Learning), the more times a machine completed a task the more it learnt and improved. We’ve now reached Deep Learning, where through the improvement of…

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Explainable Artificial Intelligence (XAI)

Posted on October 7, 2020 at 3:30am 0 Comments

This article was written by Dr. Matt Turek.  

Dramatic success in machine learning has led to a torrent of Artificial Intelligence (AI) applications. Continued advances promise to produce autonomous systems that will perceive, learn, decide, and act on their own. However, the effectiveness of these systems is limited by the…

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