The Pandas library for Python is a game-changer for data preparation. But, when the data gets big, really big, then your computer needs more help to efficiency handle all that data. Learn more about how to use Dask and follow a demo to scale up your Pandas to work with…
From not sweating missing values, to determining feature importance for any estimator, to support for stacking, and a new plotting API, here are 5 new features of the latest release of Scikit-learn which deserve your attention.
I came across Pycaret while I was browsing on a slack for data scientists. It's a versatile library in which you can apply/evaluate/tune…
We recently collaborated with Riskfuel, a startup developing fast derivatives models based on AI, to measure the performance gained by running a Riskfuel-accelerated model on the Azure ND40rs_v2 Virtual Machine instance powered by NVIDIA GPUs against traditional CPU-driven…
In this blog, you will get an intuition behind the use of cross-entropy and log-loss in machine learning.
A Walkthrough on Hyperspectral Image Analysis Using Python.
A tank level measurement application to help you develop intuition on Kalman Filters
Figuring out what words are predictive for your problem is easy!
Deploy, scale and manage your machine learning services with Kubernetes and Terraform on GCP.
Berkeley CS61A Textbook
How to linearize a quadratic function to use it in a linear solver, (a.k.a. I don’t have money to pay for Gurobi) using a retail example
Apache Spark is one of the hottest new trends in the technology domain. It is the framework with probably the highest potential to realize…
Histograms and Kernel Density Estimators explained with bricks and sandpiles
How n-body problems are solved in linear time, without any maths.
A code-along guide for Pandas’ advanced functionalities.
Learn about SVM or Support Vector Machine, Kernel Trick, Hyperplanes, Lagrange Multipliers using visual examples and code sections.
A library for efficient similarity search and clustering of dense vectors. - facebookresearch/faiss
Parts 1 and 2 are found here and here
Explore and manipulate the COCO image dataset for Semantic Image Segmentation with PyCoco, Tensorflow Keras Python libraries
Create a data generator and train your model on the COCO image dataset for Semantic Image Segmentation with PyCoco, Tensorflow Keras py
Usage of the new model, with examples and Colab Notebook.
and how to train and deploy an ML model into production with them.
Consider a problem where you are working on a machine learning classification problem. You get an accuracy of 98% and you are very happy. But that happiness doesn’t last long when you look at the confusion matrix and realize that majority class is 98% of the total data and all…
originally posted by the author on Linkedin : Link It is very tempting for data science practitioners to opt for the best known algorithms for a given problem.However It’s not the algorithm alone , which can provide the best solution ; Model built on carefully engineered and…
How to control the complexity of a model
The right way to represent a finite set of alternatives
Efficient R Programming is about increasing the amount of work you can do with R in a given amount of time. It’s about both computational and programmer efficiency.
A walkthrough of some of Netflix’s interview questions!
The Checklist Manifesto: How to Get Things Right [Gawande, Atul] on Amazon.com. *FREE* shipping on qualifying offers. The Checklist Manifesto: How to Get Things Right
A renowned scholar claimed that he discovered a first-century gospel fragment. Now he’s facing allegations of antiquities theft, cover-up, and fraud.
A project template and directory structure for Python data science projects.
Weird data is important. Often in data science, the goal is to discover trends in the data. However, consider doctors looking at images of…
@mmcgrana: Patio11’s Law: The software economy is bigger than you think, even when you take into account Patio11’s Law.1 A few years ago, I woke up in Sunriver, OR, and went to make coffee. The house had one of those bed-and-breakfast-type coffee trays. Drip machine. A stack
In-depth Interview Q&A from Facebook, Amazon, Apple, Netflix, and Google
:extract_focal()/https%3A%2F%2Fpocket-syndicated-images.s3.amazonaws.com%2Farticles%2F4301%2F1588870427_GettyImages-1128649667.jpg)
The barrier between mind and body appears to be crumbling. Clinical practice and public perception need to catch up.
Planned outages have sparked the use of more in-home batteries and generators. Here’s how to keep the lights on.
Ruby is one of the most popular languages today. It has an elegant syntax and it is the language behind the powerful Ruby on Rails framework. In this tutorial we will show you three different ways to install Ruby on Ubuntu 18.04 system.
Installing latest node.js ubuntu. How do I Install stable node.js, npm on Ubuntu. Installing Node.js with apt-get package manager on Ubuntu
In an age where customer word of mouth can quickly go viral, managers can take five proactive actions to get the most lift out of their customers’ good reviews and minimize the bad ones. For positive reviews, managers should delay their response and–when they do respond– make…
The new NVIDIA A100 GPU based on the NVIDIA Ampere GPU architecture delivers the greatest generational leap in accelerated computing. The A100 GPU has revolutionary hardware capabilities and we’re…
A new Rails 6 application will install both Webpacker and Sprockets by default. Don't they solve the same problem? This article dives into why Sprockets lives on even though webpack has surpassed most of its features ...
/cdn.vox-cdn.com/uploads/chorus_asset/file/12162773/akrales_180816_2793_0073.jpg)
More computer in your camera
This post is the last in our series of 5 blog posts highlighting use case presentations from the 2nd Edition of Seville Machine Learning School (MLSEV). You may also check out the previous posts ab…
Design patterns are reusable solutions to commonly occurring problems in software design. Let's take a look at how they work and explore some popular JavaScript design patterns.
Greetings, everyone. This post begins a series on Web Monetization and serves to document my learning...
Fujitsu Limited today announced that it began shipping the supercomputer Fugaku, which is jointly developed with RIKEN and promoted by the Ministry of Education, Culture, Sports, Science and Technology with the aim of starting general operation between 2021 and 2022. The first…
I learned the hard way how important a carefully designed sign-up process is. I saw a large percentage of interested people fail to sign up because of easily preventable flaws in the flow.
Hybrid solutions emerging as reliability concerns increase and coverage becomes more difficult.