Slack engineering·4yRecommend API
Recommend API allows us to quickly bootstrap new recommendation use cases behind an API which is easily accessible to engineers at Slack. These recommenders reuse a common set of infrastructure for every part of the recommendation engine. This has allowed us to deliver a number of different recommendation models across the product, driving improved customer experience.
freeCodeCamp·4yMachine Learning for Everybody
The freeCodeCamp.org YouTube channel is the perfect place to start your learning journey. The course is an excellent introduction to many of the key machine learning concepts. You will also learn how to program different machine learning models on Google Collab. Google provided a grant that made this course possible.
Community Picks·4yThe Guide to Modern Data Architecture
This is an updated version of a post we originally published in 2020. We argue that core data processing systems have remained relatively stable over the past year, while supporting tools and applications have proliferated rapidly. We explore the hypothesis that platforms are beginning to emerge in the data ecosystem, and that this helps explain the particular patterns we’re seeing.
Pointer·4yThe Guide to Modern Data Architecture
This is an updated version of a post we originally published in 2020. We argue that core data processing systems have remained relatively stable over the past year, while supporting tools and applications have proliferated rapidly. We explore the hypothesis that platforms are beginning to emerge in the data ecosystem, and that this helps explain the particular patterns we’re seeing.
EverSQL·3yHow I became a better CTO using these 8 resources
Google offers 25 lessons, 30+ exercises, real case studies, and lectures from Google experts. The SaaS CTO Security Checklist provides actionable security best practices CTOs can use to harden their security. JavaScript is a bird's eye view of JavaScript, its benefits, patterns, and more.
The New Stack·4yBrain.js Brings Deep Learning to the Browser and Node.js
Brain.js is a JavaScript library for deploying a neural network in the browser or on Node.js. It uses a computer’s GPU (graphics processing unit) for calculations, or pure JavaScript when GPU isn’t available. A lot of deep learning projects will continue to use the likes of TensorFlow or big company platforms like IBM Watson Studio or Google Cloud AI Platform.
Python in Plain English·3y15 Completely Free Machine Learning and Deep Learning Books
Think Stats is a beginner friendly introduction to Statistics and Probability. Deep Learning for Coders with Fastai & PyTorch by Jeremy Howard and Sylvain Gugger is designed to start with your deep learning journey. Bayesian Methods for Hackers by Adel El-Shahat is a great choice.
TechCrunch·3yThere’s now an open source alternative to ChatGPT, but good luck running it
The first open-source equivalent of OpenAI’s ChatGPT has arrived, but good luck running it. The system combines PaLM, a large language model from Google, and a technique called Reinforcement Learning with Human Feedback — RLHF. PaLM + RLHF is essentially a statistical tool to predict words.
Community Picks·4yA Practical Guide to Brain.js
Brain.js is considered the second most widely used javascript library after TensorFlow. It's open source javascript library you can join the community and start contributing to it. There are many applications of brain.js already available where we can work on modules and develop an advanced system that predicts future results.
Hashnode·4yMachine Learning: Creating an animated avatar that reacts to your voice
This week I created an animated avatar based on my photo that was turned into an digital avatar with an amazing Python tool. How can we use a Python Machine Learning Tool to create an animated PNG-Tuber avatar. V-Tubing originated in Japan in 2010 but grew popularity in the western world in 2020.
KDnuggets·4y7 Tips for Python Beginners
Learn everything about Python is not necessary, but you need to build a base. In an interactive learning environment, you will see a description section, code editor, ipython shell, and lessons. The only way you can move to the next task is when you have successfully typed the correct code and run it. Even companies want their employees to learn new skills, tools, and concepts.
Towards AI·3y10 AI Websites That Will Excite You to The Core! Part:2
Part 1 of this series is a series of interesting artificial intelligence-based websites. Replika combines a sophisticated neural network machine learning model and scripted dialogue content. Quick, Draw! is an online game developed by Google that challenges players to draw a picture of an object and then uses a neural network artificial intelligence to guess what the drawings represent.
Product Hunt·3yImage to Text - Extract text from any image using OCR
OCR A utility website for extracting text from any image using OCR. Made for those moments where you take a photo of some text and wish you could have it digitally. Everything is performed on your device, no data is sent to any server.
KDnuggets·3y3 Free Machine Learning Courses for Beginners
There are many low-quality free courses and YouTube courses that provide no help in building strong machine learning fundamentals. You can also learn a lot from interactive free courses by Udacty, Coursera, and Fast AI. These courses cover fundamentals and introduce you to supervised, unsupervised, and deep learning algorithms.
Machine Learning Mastery·3y365 Data Science courses free until November 21
365 Data Science courses free until November 21 until November 3, 2022. The #21DaysFREE campaign provides 100% free unlimited access to all content for three weeks. The program has helped over 2 million students worldwide to learn data science and expand their job prospects.
DZone·3y7 AI Technology Trends to Lookout For in 2023
AI technology is making strides in almost every sector, from finance, automobile, and gaming to healthcare. The legacy of AI technology is closer to hitting $387.45 billion in 2022, with a projection to cross $1394.30 billion by 2029. The widespread applications of AI will continue to reshape every sector.
KDnuggets·3y24 Best (and Free) Books To Understand Machine Learning
Machine Learning Engineer was voted one of the best jobs in the U.S. in 2019. We have compiled a list of best (and free) machine learning books that will prove helpful for everyone aspiring to build a career in the field. There is no doubt that Machine Learning has become a popular topic nowadays.
Crio.Do·4yPython Projects for Beginners - With Step by Step Instructions
Grow your Python Programming skills by building real-world projects. Get the complete list of Project Ideas for Computer Science Engineers. By the end of this read, you will be working on an exciting project ALL BY YOURSELF! All you need to do is follow the step-by-step instructions given to complete the project.
