List of Important Libraries for Machine Learning and Data Science in Python
Author(s): Suhas Maddali Originally published on Towards AI. Understanding the use of various libraries in python and machine learning is handy for professionals in the field of data science. It makes life easier for data scientists or machine learning engineers. Photo by …
Demystifying GELU
Author(s): Konstantinos Poulinakis Originally published on Towards AI. Python Code for GELU activation function This member-only story is on us. Upgrade to access all of Medium. Photo by Willian B. on Unsplash In this tutorial we aim to comprehensively explain how Gaussian …
Easy Object Detection with Transformers: Simple Implementation of Pix2Seq Model in PyTorch
Author(s): Moein Shariatnia Originally published on Towards AI. Top highlight My Simple Implementation of Pix2Seq U+007C Image by author Introduction Object detection does not have to be a difficult task! I clearly remember the first time I implemented YOLO from scratch, and …
Understanding the Why of Data Science and Machine Learning Is More Useful than Knowing the How
Author(s): Suhas Maddali Originally published on Towards AI. Learning the purpose of data science can be useful, especially in order to create a business impact in the organization. Photo by RoonZ nl on Unsplash A large number of corporations are moving toward …
Image Segmentation of Rotating iPhone With Scikit-image
Author(s): Dmitri Azarnyh Originally published on Towards AI. Modern devices are full of different sensors: front and back cameras, accelerometers, gyroscopes, magnetometers, GPS, etc. Smart use of these devices allows for a large number of interesting applications such as compass, location detection, …
This AI newsletter is all you need #8
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI This week’s highlight is surely Meta’s new chatbot: BlenderBot 3. BlenderBot 3 is accessible to everyone in the U.S. to chat with in order to collect …
Function to load training data
Author(s): Hudson Ko Originally published on Towards AI. Fail to load the images as training inputs due to memory error? This 5-minute article can save you 5 hours or even more. This member-only story is on us. Upgrade to access all of …
A Short Journey To Deep Learning
Author(s): Bala Gopal Reddy Peddireddy Originally published on Towards AI. Understanding Artificial Neural Network (ANN) With An Example…U+1FAC0 Photo by Mahdis Mousavi on Unsplash Overview of the article This article is mainly about the understanding of Artificial neural networks (ANN) and their …
This AI newsletter is all you need #5
Author(s): Towards AI Editorial Team Originally published on Towards AI. Subscribe ↓ U+007C This AI newsletter is all you need U+007C #1 Our AI highlight this week was the DALL E mini model (now renamed craiyon) which achieved viral momentum for its… …
A Gentle Introduction to Representation Learning
Author(s): Jesus Rodriguez Originally published on Towards AI. One of the core foundations of machine learning. This member-only story is on us. Upgrade to access all of Medium. Image Source: https://medium.com/syncedreview/uc-berkeley-uses-a-causal-perspective-to-formalise-the-desiderata-for-representation-learning-f2a7cf9c96a3 I recently started an AI-focused educational newsletter, that already has over …
UNet++ Clearly Explained — A Better Image Segmentation Architecture
Author(s): Leo Wang Originally published on Towards AI. Photo by Pietro Jeng on Unsplash Table of Contents ∘ ⭐️ U-Net Recap ∘ ⭐️ UNet++ Innovations ∘ ⭐️ Loss function ∘ ⭐️ Performance· Citations In this article, we are going to introduce you …
This AI newsletter is all you need #4
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI The International Conference on Machine Learning (ICML) 2022 conference is happening this week — you can stay tuned to a couple of articles on our side …
Some Key Ideas About Representation Learning
Author(s): Jesus Rodriguez Originally published on Towards AI. A foundational piece of every machine learning solution. This member-only story is on us. Upgrade to access all of Medium. Source: https://syncedreview.com/2021/09/16/deepmind-podracer-tpu-based-rl-frameworks-deliver-exceptional-performance-at-low-cost-105/ I recently started an AI-focused educational newsletter, that already has over 125,000 …
Confusion Matrix to No Confusion Matrix in Just 5mins
Author(s): Gowtham S R Originally published on Towards AI. What is confusion matrix precision, recall, accuracy, F1-score, FPR, FNR, TPR, TNR? image from Unsplash uploaded by Siora Photography Image by author In the beginning of your data science career, confusion matrix will …
Vendor-agnostic Setup for Running ML & DL Experiments With GPU Support
Author(s): Smiral Rashinkar Originally published on Towards AI. Photo by Tom Winckels on Unsplash With many emerging solutions like AWS Sagemaker, Microsoft Azure Machine Learning Studio, Google Cloud AI Platform, etc, It can be overwhelming to choose a solution given the cost …
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