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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
Stephan O'Bryan liked Andrea Manero-Bastin's blog post How to build a deep learning model in 15 minutes
Jan 3
Daren Scot Wilson commented on Andrea Manero-Bastin's blog post A Majority of Data Scientists Lack Competency in Advanced Machine Learning Areas and Techniques
"Now I know what topics within ML to study, practice and get good at  :)"
Dec 29, 2019
Daren Scot Wilson liked Andrea Manero-Bastin's blog post A Majority of Data Scientists Lack Competency in Advanced Machine Learning Areas and Techniques
Dec 29, 2019
Andrea Manero-Bastin posted a blog post

A Majority of Data Scientists Lack Competency in Advanced Machine Learning Areas and Techniques

This article was written by Bob Hayes.Data science requires the effective application of skills in a variety of machine learning areas and techniques. A recent survey by Kaggle, however, revealed that a limited number of data professionals possess competency in advanced machine learning skills. About half of data professionals said they were competent in supervised machine learning (49%) and logistic…See More
Dec 29, 2019
Gurpreet Deol liked Andrea Manero-Bastin's blog post Regression analysis using Python
Dec 12, 2019
Andrea Manero-Bastin posted a blog post

How to build a deep learning model in 15 minutes

This article was written by Montana Low.  An open source framework for configuring, building, deploying and maintaining deep learning models in Python.As Instacart has grown, we’ve learned a few things the hard way. We’re open sourcing Lore, a framework to make machine learning approachable for Engineers and maintainable for Machine Learning Researchers. Common…See More
Dec 8, 2019
Andrea Manero-Bastin's blog post was featured

Regression analysis using Python

This article was written by Stuart Reid.  This tutorial covers regression analysis using the Python StatsModels package with Quandl integration. For motivational purposes, here is what we are working towards: a regression analysis program which receives multiple data-set names from Quandl.com, automatically downloads the data, analyses it, and plots the results in a new window.…See More
Dec 8, 2019
John C. Willsher liked Andrea Manero-Bastin's blog post SQL and RDBMS Basics
Dec 8, 2019

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

Text Classification using Neural Networks

Posted on February 9, 2020 at 12:30pm 0 Comments

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…

Continue

Scikit-learn Classification Algorithms

Posted on February 1, 2020 at 9:00am 0 Comments

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 analysis
  • Accessible to everybody, and reusable in various contexts
  • Built on NumPy, SciPy, and matplotlib
  • Open…
Continue

Everything You Need to Know About Google Brain’s TensorFlow

Posted on January 3, 2020 at 7:00am 0 Comments

This article was written by Jeffry Thurana.

Anybody who has tried Google Photos would agree that this free photo storage and management service from Google is smart. It packs in various smart features like advanced search, ability to categorize your pictures by locations and dates, automatically create albums and videos based on similarities, and walk you down the memory…

Continue

Essentials of Deep Learning : Introduction to Long Short Term Memory

Posted on January 1, 2020 at 4:30am 0 Comments

This article was written by Pranjal Srivastava.

Sequence prediction problems have been around for a long time. They are considered as one of the hardest problems to solve in the data science industry. These include a wide range of problems; from predicting sales to finding patterns in stock markets’ data, from understanding movie plots to recognizing your…

Continue
 
 
 

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