Data Science & AI News | ML, LLMs, Python, Quantum updates

778 views10:51

https://petewarden.com/2018/05/28/why-you-need-to-improve-your-training-data-and-how-to-do-it/

Why you need to improve your training data, and how to do it

Photo by Lisha Li Andrej Karpathy showed this slide as part of his talk at Train AI and I loved it! It captures the difference between deep learning research and production perfectly. Academic pape…

786 views18:51

Data Science & AI News | ML, LLMs, Python, Quantum updates

There are many tools and libraries designed to solve NLP problems. Today, we want to outline and compare the most popular and helpful natural language processing libraries, based on our experience.

https://www.datasciencecentral.com/profiles/blogs/comparison-of-top-6-python-nlp-libraries

Datasciencecentral

Comparison of Top 6 Python NLP Libraries

Natural language processing (NLP) is getting very popular today, which became especially noticeable in the background of the deep learning development. NLP is…

864 viewsedited 10:20

Data Science & AI News | ML, LLMs, Python, Quantum updates

https://www.smartdatacollective.com/virtual-reality-machine-learning-go-hand-in-hand/

SmartData Collective

Virtual Reality And Machine Learning Go Hand In Hand

When combined, virtual reality and machine learning can be used in tandem to improve the sophistication of tech products and tools.

1.57K views18:41

Data Science & AI News | ML, LLMs, Python, Quantum updates

https://blog.piekniewski.info/2018/07/14/autopsy-dl-paper/

Piekniewski's blog

Autopsy of a deep learning paper

Introduction I read a lot of deep learning papers, typically a few/week. I've read probably several thousands of papers. My general problem with papers in machine learning or deep learning is that often they sit

825 views17:57

Data Science & AI News | ML, LLMs, Python, Quantum updates

https://medium.com/archsaber/a-simple-introduction-to-apache-flink-2a603119041e

Medium

A simple introduction to Apache Flink

At ArchSaber, we rely heavily on Apache Flink, to process hundreds of millions of data points streaming to us every day. These data points…

879 views17:48

Data Science & AI News | ML, LLMs, Python, Quantum updates

An Opinionated Introduction to AutoML and Neural Architecture Search

http://www.fast.ai/2018/07/16/auto-ml2/

1.44K viewsedited 08:21

Data Science & AI News | ML, LLMs, Python, Quantum updates

http://dataconomy.com/2018/07/five-ways-data-is-assisting-the-construction-civil-engineering-industry/

Dataconomy

Five Ways Data Is Assisting the Construction & Civil Engineering Industry - Dataconomy

If you think Big Data only relates to business intelligence or online analytics, you really need to read this article.

869 views15:46

Data Science & AI News | ML, LLMs, Python, Quantum updates

https://www.jeremyjordan.me/object-detection-one-stage/

Jeremy Jordan

An overview of object detection: one-stage methods.

In this post, I'll discuss an overview of deep learning techniques for object detection using convolutional neural networks. Object detection is useful for understanding what's in an image, describing both what is in an image and where those objects are found.

926 views10:19

Data Science & AI News | ML, LLMs, Python, Quantum updates

https://blog.statsbot.co/etl-vs-elt-considering-the-advancement-of-data-warehouses-3de2cd58160d

Medium

ETL vs ELT: Considering the Advancement of Data Warehouses

ETL stands for Extract, Transform, Load. It has been a traditional way to manage analytics pipelines for decades. With the advent of modern…

931 views10:07

Data Science & AI News | ML, LLMs, Python, Quantum updates

https://www.information-management.com/opinion/six-challenges-to-taking-a-machine-learning-project-to-production?feed=0000015a-13e1-deb4-ab5e-9bfd65d50000

Information Management

Six challenges to taking a machine learning project to production

For machine learning projects, there is a massive difference between generating the input data needed by a model to prove out a concept one time, and the data required to scale it to production.

913 views11:05

Data Science & AI News | ML, LLMs, Python, Quantum updates

http://flowingdata.com/2018/08/02/three-flavors-of-data-scientist/

FlowingData

Three flavors of data scientist

As the field grows and needs develop throughout companies, specialization in data science is a natural next step. Elena Grewal, head of data science at Airbnb, describes their three main tracks and…

931 views19:22

Data Science & AI News | ML, LLMs, Python, Quantum updates

Deep learning holds many mysteries for theory, as we have discussed on this blog. Lately many ML theorists have become interested in the generalization mystery: why do trained deep nets perform well on previously unseen data, even though they have way more free parameters than the number of datapoints (the classic “overfitting” regime)?

http://www.offconvex.org/2017/12/08/generalization1/

Off the convex path

Generalization Theory and Deep Nets, An introduction

Algorithms off the convex path.

1.02K viewsedited 00:16

Data Science & AI News | ML, LLMs, Python, Quantum updates

https://medium.com/activewizards-machine-learning-company/top-20-python-libraries-for-data-science-in-2018-2ae7d1db8049

Medium

Top 20 Python libraries for data science in 2018

Python continues to take leading positions in solving data science tasks and challenges. Last year we made a blog post overviewing the…

1.07K views07:16

Data Science & AI News | ML, LLMs, Python, Quantum updates

http://dataconomy.com/2018/08/why-object-storage-must-be-part-of-your-data-strategy-in-2018/