Easy Data Annotation

Supervised/Annotated data has always been immensely valuable in the field of Machine Learning. For those of you who have seen the pain of… | Continue reading


@towardsdatascience.com | 6 years ago

Top Milestones in Neural NLP

This series will review the pros and cons of word embeddings and demonstrate how to incorporate more complex semantic structures. | Continue reading


@towardsdatascience.com | 6 years ago

Examining the Future of IoT and Machine Learning

And it’s going to be awesome | Continue reading


@towardsdatascience.com | 6 years ago

The Most in Demand Skills for Data Scientists: What Are Employers Looking For?

What are employers looking for? | Continue reading


@towardsdatascience.com | 6 years ago

Real-world examples of applied machine learning from AI Conference

See how companies like Uber and ZocDoc use machine learning to improve key business metrics | Continue reading


@towardsdatascience.com | 6 years ago

Confusion Matrix in Object Detection with TensorFlow

At the time of this writing, the TensorFlow Object Detection API is still under research and constantly evolving, so it’s not strange to… | Continue reading


@towardsdatascience.com | 6 years ago

Tensorflow GPU Installation Made Easy: Use Conda Instead of Pip

I have a good configuration GPU on which I used to play FIFA. Switching to AI, I wanted to use GPU for Deep Learning instead of playing… | Continue reading


@towardsdatascience.com | 6 years ago

Data Handling Using Pandas; Machine Learning in Real Life

Today we will see some essential techniques to handle a bit more complex data, than the examples I have used before from sklearndata-set… | Continue reading


@towardsdatascience.com | 6 years ago

How to make a gif map using Python, Geopandas and Matplotlib

No need for Photoshop: make an animated chart using only Python and the command line. | Continue reading


@towardsdatascience.com | 6 years ago

Stop Installing Tensorflow using pip for performance sake

Get 8X the speed boost with the conda installation compared to the pip installation. | Continue reading


@towardsdatascience.com | 6 years ago

Building a speech recognition system for amateur radio communication

A project on building a speech recognition system for amateur radio communication. | Continue reading


@towardsdatascience.com | 6 years ago

Coral Cities – Cities Visualized as Corals

For the past six months I have been fascinated by the concept of making city networks look like living corals. | Continue reading


@towardsdatascience.com | 6 years ago

Illustrated Guide to LSTM’s and GRU’s: A step by step explanation

Hi and welcome to an Illustrated Guide to Long Short-Term Memory (LSTM) and Gated Recurrent Units (GRU). I’m Michael, and I’m a Machine… | Continue reading


@towardsdatascience.com | 6 years ago

Tableau-Like Drag and Drop GUI Visualization in R

One of the the few things that Self-service Data Visualization tools like Tableau and Qlik offer that sophisticated Data Science Languages… | Continue reading


@towardsdatascience.com | 6 years ago

Build and Deploy Data Science Projects at Lightspeed

(or thereabouts). | Continue reading


@towardsdatascience.com | 6 years ago

Understanding Compilers – For Humans (Version 2)

How Programming Languages Work | Continue reading


@towardsdatascience.com | 6 years ago

Custom Loss Functions for Gradient Boosting

Optimize what matters | Continue reading


@towardsdatascience.com | 6 years ago

Show HN: Custom YOLO implementation for CPU real time face detection

Is it possible to implement object detection models with real-time performance without GPU? | Continue reading


@towardsdatascience.com | 6 years ago

The most under-taught skill in machine learning

These days, everyone’s getting in on Machine Learning (ML). It’s definitely a great direction to pursue for many businesses since it gives… | Continue reading


@towardsdatascience.com | 6 years ago

Kaggle Mapping Challenge: winning solution and machine learning workflow

Learn how to detect buildings on satellite imagery with crazy precision. DIY with open source implementation. | Continue reading


@towardsdatascience.com | 6 years ago

How to Train Deep Learning Models on AWS Spot Instances Using Spotty?

Spotty is a tool that simplifies training of Deep Learning models on AWS. | Continue reading


@towardsdatascience.com | 6 years ago

Which Deep Learning Frameworks Are Most in Demand? 2018 Power Scores

Who’s on top in usage, interest, and popularity? | Continue reading


@towardsdatascience.com | 6 years ago

From Scratch: AI Balancing Act in 50 Lines of Python

Hi everyone! Today I want to show how in 50 lines of Python, we can teach a machine to balance a pole! We’ll be using the standard OpenAI… | Continue reading


@towardsdatascience.com | 6 years ago

How to win over 70% matches in Rock Paper Scissors

An elementary AI approach to a popular game | Continue reading


@towardsdatascience.com | 6 years ago

Data Science Takes on Public Education

Using machine learning to help analyze an education problem | Continue reading


@towardsdatascience.com | 6 years ago

Making Music: When Simple Probabilities Outperform Deep Learning

Overview: how I discovered a problem of using deep learning to make music, and solved it by creating my own original model. | Continue reading


@towardsdatascience.com | 6 years ago

Here’s why so many data scientists are leaving their jobs

Frustrations of the data scientist! | Continue reading


@towardsdatascience.com | 6 years ago

Assembling an Entry Level High Frequency Trading (HFT) System

During these last months I spent a lot of my time building and assembling my own entry-level HFT system for cryptocurrencies. Since I had… | Continue reading


@towardsdatascience.com | 6 years ago

Introduction to Reinforcement Learning using MXNet

This is a brief introduction into Reinforcement Learning (RL) going through the basics in simplified terms. We start with a brief overview… | Continue reading


@towardsdatascience.com | 6 years ago

Auto ML for Analysts and Non Experts

The product that let you train ML models in 5 minutes, and brought Machine Learning to IFTTT just got even more advanced. | Continue reading


@towardsdatascience.com | 6 years ago

Labeling 2000 images in 15 minutes

Light Bulb is a tool to help you label, train, test and deploy machine learning models without any coding. | Continue reading


@towardsdatascience.com | 6 years ago

Announcing Optimus v2 – Agile Data Science Workflows Made Easy

Looking for a library to skyrocket your productivity as Data Scientist? Check this out! | Continue reading


@towardsdatascience.com | 6 years ago

Scaling Deep Learning: What I Wish I'd Known

Earlier this week I presented a webinar about practical lessons learned during the implementation of large scale deep learning solutions… | Continue reading


@towardsdatascience.com | 6 years ago

Ryder Cup 2018 – US wildcards (from the data)

Who should Jim Furyk be adding to the US team in his wildcards? And what if he were a data scientist? | Continue reading


@towardsdatascience.com | 6 years ago

Tracking NYC Citi Bike Real Time Utilization Using Kafka Streams

As always you can find the full code discussed in this post on Cloudbox Labs github. | Continue reading


@towardsdatascience.com | 6 years ago

Deep Dive into Math Behind Deep Networks

Nowadays, having at our disposal many high-level, specialized libraries and frameworks such as Keras, TensorFlow or PyTorch, we do not… | Continue reading


@towardsdatascience.com | 6 years ago

Paid time off and the nature of science

Flexible work arrangements aren’t just a nice HR practice. They expose our brains to messy real-world patterns, which helps us find… | Continue reading


@towardsdatascience.com | 6 years ago

Data science career advice to my younger self

I don’t know if any of these ideas would have benefitted a younger me. I think they would have. | Continue reading


@towardsdatascience.com | 6 years ago

Summary of UseCases: Machine Learning in Marketing

What are the best applications of AI in marketing in 2018? | Continue reading


@towardsdatascience.com | 6 years ago

Sudoku Solver by Peter Norvig

I recently came across Peter Norvig’s Solving Every Sudoku Puzzle. I was impressed with his concise and beautiful Python code that solves… | Continue reading


@towardsdatascience.com | 6 years ago

Why “data for good” lacks precision

I just returned from a fantastic week in Stockholm attending International Conference on Machine Learning (ICML) 2018. One of the most… | Continue reading


@towardsdatascience.com | 6 years ago

Opinion: Academics are no longer capable of competing in AI competitions

From the founder of the StarCraft AI Competition. | Continue reading


@towardsdatascience.com | 6 years ago

Using Repetition in Music to Find Structure

TLDR: We can find choruses in music using some pretty simple pattern recognition | Continue reading


@towardsdatascience.com | 6 years ago

Measuring Model Goodness

It doesn’t matter how good your model is. At all. — Julia Evans | Continue reading


@towardsdatascience.com | 6 years ago

To Excel in Data Science Work Hard on Your Soft Skills

The Data Science Salon is returning to LA this September, and we’re excited to show you our impressive lineup of speakers in AI and… | Continue reading


@towardsdatascience.com | 6 years ago

Advances in Transfer Learning at ICML 2018

The International Conference on Machine Learning took place last July in Stockholm. Altogether it showcased many interesting trends and… | Continue reading


@towardsdatascience.com | 6 years ago

The cold start problem: how to break into machine learning

I’m a physicist who works at a YC startup. Our job is to help new grads get hired into their first machine learning roles. | Continue reading


@towardsdatascience.com | 6 years ago

What App Descriptions Tell Us: Text Data Preprocessing in Python

Applying NLP to app descriptions on the App Store | Continue reading


@towardsdatascience.com | 6 years ago