How to ingest and transform WAGO PLC device data
Author(s): Rory McManus Originally published on Towards AI. IoT Real-Time Analytics — WAGO PLC with Databricks Auto Loader Modern businesses have an overwhelming amount of data available to them from a huge number of IoT devices and applications in wide and varied …
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 …
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 …
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· …
Medium Reader and Author Behavioural Analysis using Spacy and Seaborn in Python
Author(s): Muttineni Sai Rohith Originally published on Towards AI. So after my Pyspark series, I was thinking about what next to write, and after some backspaces, I thought, why not let's create something about the medium itself… And I started browsing on …
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, …
Towards AI Announces Acquisition of Confetti AI — A leading platform for AI interview preparation.
Author(s): Towards AI Editorial Team Originally published on Towards AI. Source: Confetti AI Confetti AI is an education and skill-building platform developed to help people practice machine learning and data science interview questions. The acquisition complements Towards AI’s leading AI content platform …
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 …
Pyspark MLlib | Classification using Pyspark ML
Author(s): Muttineni Sai Rohith Originally published on Towards AI. Pyspark MLlib U+007C Classification using Pyspark ML In the previous sections, we discussed about RDD, Dataframes, and Pyspark concepts. In this article, we will discuss about Pyspark MLlib and Spark ML. Later on, …
Beyond the Jupyter Notebooks
Author(s): Oluwatimilehin Ogidan Originally published on Towards AI. Deploy your models in a swift with Flask As a data scientist, if you have often found yourselves seeking answers to the popular question of “what’s next after Jupiter notebooks?”, you are definitely in …
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