jgruesli

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Essential Cheat Sheets for Machine Learning and Deep Learning Engineers

Learning machine learning and deep learning is difficult for newbies. As well as deep learning libraries are difficult to understand. I am creating a …

Multi Label Text Classification with Scikit-Learn

Multi-class classification means a classification task with more than two classes; each label are mutually exclusive. The classification makes the …

Light on Math Machine Learning: Intuitive Guide to Understanding KL Divergence

I’m starting a new series of blog articles following a beginner friendly approach to understanding some of the challenging concepts in machine …

Data Science

Data Visualization with Bokeh in Python, Part III: Making a Complete Dashboard

Structure of a Bokeh Application<p>Before writing any code, it’s important to establish a framework for our application. In any project, it’s easy to …

Data Visualization

Universal Language Model to Boost Your NLP Models

Folks from fast.ai are already quite famous for their cutting edge deep learning courses and they are just getting started. Yesterday they have …

Deep Learning

Blockchain-Powered Ads To Disrupt Digital Marketing

There aren’t a lot of things that are as rapid to change and as sensitive to word on the street as marketing technologies. Digital marketing, in …

Blockchain

Tailoring Your Pitch for Multiple Audiences

How to structure your story to resonate with different personas<p>In helping CEOs align their teams around a strategic story, there’s one question I …

High Level

Hypothesis Testing In Real Life

Real world problems solved with MathPhoto by JESHOOTS.COM on UnsplashEvery day you test ideas, recipes, new routes so you can get to your destination …

Emoji Movie

In Depth: k-Means Clustering | Python Data Science Handbook

Data Science

Clustering and Predictive Analysis to group problems

Predictive Customer Analytics — Part IV<p>If you read my previous articles you know, in the story, customer X has purchased a laptop. Now, imagine that …

Customer Experience

How to use time order in machine learning recommendations for education

Machine learning recommendations connect users with content they want or need. For example, Amazon recommends below books for the Lord of the …

Machine Learning

Machine Learning Classifiers

What is classification?Classification is the process of predicting the class of given data points. Classes are sometimes called as targets/ labels or …

Avoiding Machine Learning Mistakes 101

Bill Gates once said “we always <i>overestimate</i> the change that will occur in the next two years and <i>underestimate</i> the change that will occur in the next …

Machine Learning

Under The Hood of Neural Networks. Part 1: Fully Connected.

Deep Learning is progressing fast, incredibly fast. One of the reasons for having such a big community of AI developers is that we got a number of …

Deep Learning

[EMNLP] What is GloVe? Part I

An introduction to unsupervised learning of word embeddings from co-occurrence matrices.sourceIn this article, we’ll discuss one of the newer methods …

Using Machine Learning for Retaining Lesara Customers

<b>Authors:</b> <i>Ornela Xhelili, He Zhang</i><p>Customer retention is an important issue for any company, and it is especially crucial for e-commerce as the initial …

How to train neural network on browser

Whether you are new to deep learning or a seasoned veteran, setting up an environment for training a neural network can be painful sometimes. Would …

Deep Learning

Natural Language Processing is Fun!

How computers understand Human Language<p>Computers are great at working with structured data like spreadsheets and database tables. But us humans …

Natural Language Processing

How to Use t-SNE Effectively

Although extremely useful for visualizing high-dimensional data, t-SNE plots can sometimes be mysterious or misleading.

July Edition: Text Understanding

8 Must-Read ArticlesA Practitioner’s Guide to Natural Language ProcessingBy Dipanjan (DJ) Sarkar — 31 min read.Unstructured data, especially text, …

Machine Learning

Deep learning for specific information extraction from unstructured texts

This is the first one of the series of technical posts related to our work on iki project, covering some applied cases of Machine Learning and Deep …

Machine Learning

Reinforcement Learning for Meal Planning based on Meeting a Set Budget and Personal Preferences…

Reinforcement Learning for Meal Planning based on Meeting a Set Budget and Personal Preferences (Monte Carlo)<p>This post introduces a basic method for …

Machine Learning

Use One-Hot-Encoding To Analyze Adult Income Data

In this post, I am going to illustrate how to use <b>logistic regression</b>, combined with the “<b>one-hot-encoding</b>” techniques to reveal certain interesting …

Data Science

Getting started with reading Deep Learning Research papers: The Why and the How

How do you continue the learning after you have consumed that book or completed that amazing online course on Deep Learning? How do you become …