Building ML Enabled Applications
Author(s): Murli Sivashanmugam Originally published on Towards AI. From Building Software Applications to Building ML Applications Software Applications are currently transitioning from being Data-Enabled Applications to ML-Enabled Applications. In the future, most Software applications will not only have to collect and process …
Improve Your Classification Models With Threshold Tuning
Author(s): Edoardo Bianchi Originally published on Towards AI. A practical and essential guide This member-only story is on us. Upgrade to access all of Medium. Photo by Denisse Leon on Unsplash Threshold tuning is an important and necessary step in the Data …
At the crossroads of Neuroscience, Data Science and Machine Learning — edition #1
Author(s): Kevin Berlemont, PhD Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image created by StableDiffusion image generator using the title as the prompt Welcome to this bi-weekly/monthly newsletter, where I review and …
TransUNet — Revolutionize Traditional Image Segmentation
Author(s): Leo Wang Originally published on Towards AI. Renovating U-Net by combining CNNs and Transformer to achieve SOTA results on image segmentation tasks. Table of Contents · U+1F525 Intuition· U+1F525 TransUNet ∘ Down-Sampling (Encoding) ∘ Up-Sampling (Decoding)· U+1F525 Results· U+1F525 Implementations· Reference …
Using AI To Improve Your Literature Review
Author(s): Kevin Berlemont, PhD Originally published on Towards AI. Getting a brief overview of the literature This member-only story is on us. Upgrade to access all of Medium. Picture by Jaredd Craig on Unsplash The past twenty years have witnessed exponential growth …
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 …
EfficientNet — An Elegant, Powerful CNN.
Author(s): Leo Wang Originally published on Towards AI. No Fancy Techniques but worked extremely well. OUTPERFORMED ResNet, ResNeXt, DenseNet, InceptionNet, SENet, AmoebaNet, and is MORE EFFICIENT. U+1F4D6 Table of Contents · ⭐ ️Introduction· ⭐Intuition· ⭐ Compound Scaling Method ∘ ⭐ MBConv Block· …
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, …
These 10 Algorithms Can Change Your Life — If You Work With Data
Author(s): Jair Ribeiro Originally published on Towards AI. These Algorithms can help you efficiently carry out your Data Science tasks in the most important business context. Photo by Kaleidico on Unsplash This member-only story is on us. Upgrade to access all of …
Understanding the Emotion Tone of Text with AI — Sentiment Analysis on Monkeypox Tweets
Author(s): Kirsten Jiayi Pan Originally published on Towards AI. Understanding the Emotion Tone of Text with AI — Sentiment Analysis on Monkeypox Tweets How do companies and organizations understand customers’ feelings or public’s sentiment regarding a trending event? The most common approaches …
A Quantitative and Qualitative Approach To Data Cleaning
Author(s): Kaushik Choudhury Originally published on Towards AI. Clean data is the oxygen that enables the trained machine learning models to deliver Olympic-level performance. This member-only story is on us. Upgrade to access all of Medium. Photo by Lina Verovaya on Unsplash …
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 …
A Complete End-to-End Machine Learning Based Recommendation Project
Author(s): Gowtham S R Originally published on Towards AI. A machine learning recommendation project based on collaborative filtering and popularity-based filtering image from Unsplash uploaded by Toa Heftiba What is a recommendation system? Whenever we visit a shopping mall to buy a …
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