Jimmy Cella

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The new era of the Multi-Model Database

Increasingly, customers are demanding that their databases take on multiple chores. Emergence of multi-model databases providing developers multiple …

Databases

Top 10 Machine Learning Algorithms for Beginners

IntroductionThe study of ML algorithms has gained immense traction post the Harvard Business Review article terming a ‘Data Scientist’ as the …

Machine Learning

The first principles of programming

It’s often said that there are two ways the human mind views growth: either the fixed mentality or the growth mentality. In the fixed mentality, human growth is a function of destiny: no matter how hard you try, you can never grow beyond what innate factors have prescribed for you. The growth …

Stack Overflow

10 Podcasts for Exploring Machine Learning

Although the term 'machine learning' was coined almost sixty years ago, it’s only in the past few years that this field of computer science has …

Google's New AI Head Is So Smart He Doesn't Need AI

Google’s heavy investment in artificial intelligence has helped the company’s software write music and beat humans at complex board games. What …

Artificial Intelligence

Why so many data scientists are leaving their jobs

Here’s why so many data scientists are leaving their jobsFrustrations of the data scientist!<b>Yes,</b> I am a data scientist and <b>yes,</b> you did read the title …

Machine Learning

25 Open Datasets for Deep Learning Every Data Scientist Must Work With

Introduction<p>The key to getting better at deep learning (or most fields in life) is practice. Practice on a variety of problems – from image …

Deep Learning

Getting Started with Hurdle Models

Hurdle Models are a class of models for count data that help handle excess zeros and overdispersion. To motivate their use, let’s look at some data …

Will Smith Had a Date With Sophia the Robot, and HELP, I Can't Stop Laughing

By now, you've probably heard of Sophia the Robot. She's the cutting edge of artificial intelligence, so much so that she's earned full citizenship in Saudi Arabia and participated in plenty of interviews. And now, she's going on a date . . . with Will Smith. In a hilarious new video, the acclaimed …

Saudi Arabia

Getting up to speed with Python

Pdf and epub files can be downloaded from: https://github.com/joaoventura/full-speed-python/releases/<p>This book aims to teach the basics of the python …

Getting Started with App Engine (Python)

Google App Engine applications are easy to create, easy to maintain, and easy to scale as your traffic and data storage needs change. With App …

How to apply Drop Out in Tensorflow to improve the accuracy of neural network?

Drop-Out is regularization techniques. And I want to apply it to notMNIST data to reduce over-fitting to finish my Udacity Deep Learning Course …

Minimum Cost Path Analysis (Python)

Multi-dimensional arrays and Matrices are popular interview topics in programming technical interviews. Although practical applications for such …

How to rewrite your SQL queries in Pandas, and more

Introduction to Pandas, for developers already familiar with SQL.

Python Programming

A Tour of The Top 10 Algorithms for Machine Learning Newbies

In machine learning, there’s something called the “No Free Lunch” theorem. In a nutshell, it states that no one algorithm works best for every …

Machine Learning

10 Machine Learning based Products You MUST See

Feature Selection using MRMR

I found two ways to implement MRMR for feature selection in python. The source of the paper that contains the method …

Multiclass Classification using Random Forest on Scikit-Learn Library

Building a Random Forest classifier (multi-class) on Python using SkLearn.

Machine Learning

Top 5 Data Science Machine Learning Repositories on GitHub in Feb 2018

Introduction<p>Continuing our theme of collecting and sharing the top machine learning GitHub repositories every month, the February edition is fresh …

Essentials of Deep Learning – Sequence to Sequence modelling with Attention (using python)

Introduction<p>Deep Learning at scale is disrupting many industries by creating chatbots and bots never seen before. On the other hand, a person just …

I still hate email, but I love Canary

For Mac users, there exist no shortage of great email applications. If you’re keeping score, Newton, Spark, Polymail, and Airmail all deserve high marks. As a bit of a perpetual email client switcher, I’ve used all at one point or another and I think it’s really a preference at this point — so many …

10 Examples of Effective Website Header and Footer Design

Both a website’s header and footer play an important role in the overall user experience. Each one provides an opportunity to establish branding and …

Visual Design

7 examples of how AI and machine learning are changing the arts

Data, artificial intelligence, machine learning (ML), and deep learning (DL): These make up the zeitgeist of our current times. We read these words constantly. We also hear they will leave no area or industry untouched. But what about the arts? How have they influenced or aided highly creative …

10 Breakthrough Technologies 2018 - MIT Technology Review

Every year since 2001 we’ve picked what we call the 10 Breakthrough Technologies. People often ask, what exactly do you mean by “breakthrough”? It’s …

Python IDEs and Code Editors (Guide)

Writing Python using IDLE or the Python Shell is great for simple things, but those tools quickly turn larger programming projects into frustrating …

Artificial intelligence development course offered for free by Google

Artificial intelligence has been the catchphrase in the tech world in recent times, but how do you actually make one?<p>Google wants to help people …

Data science with Python: Turn your conditional loops to Numpy vectors

Vectorization trick is fairly well-known to data scientists and is used routinely in coding, to speed up the overall data transformation, where …

Data Science

Name your price on over 57 hours of python programming tutorials

popsci shop<p>Master one of the most powerful and popular programming languages on Earth.<p>When top schools want to teach the next generation of developers, they start with Python. This versatile language is easy to learn and great for big data. The Absolute Python Bundle helps you master the code, with …

Web Applications

How to test your smartphone's speed

And improve its performance.<p>After a year or two, your trusty smartphone may not race along at the same speed it used to. You might feel like it has slowed down a little, but before you go in for an upgrade, you should be more scientific about your hunch. To know for sure whether there's a drop-off, …

Apps