Types of Activation Function
Author(s): Saurabh Saxena Originally published on Towards AI. Activation Function in Neural Networks Image by Author An Activation Function decides whether a neuron should be activated or not, sometimes, it is also called a transfer function. The primary role of the activation …
CONTENTS
Author(s): Kaan Boke Ph.D. Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Sachin C Nair: https://www.pexels.com/photo/waterfalls-during-sunset-954929/ You’ll orchestrate the ETL workflow with Airflow in the local environment without downloading ANYTHING. You’ll …
5 Best AI Python Programming Frameworks in 2022
Author(s): Gencay I. Originally published on Towards AI. Deeply Covered, Compared to each other. This member-only story is on us. Upgrade to access all of Medium. Image by Author You might be seeking a career opportunity in AI. Or, you can be …
How To Automate Job Searches With Python
Author(s): Jonty Haberfield Originally published on Towards AI. A quick introduction to using the Reed API to access job listings This member-only story is on us. Upgrade to access all of Medium. Photo by Eric Prouzet on Unsplash A few months ago, …
Deep Dive Into Confusion Matrix
Author(s): Saurabh Saxena Originally published on Towards AI. Model Evaluation Precision (TPR), Recall (PPV), TNR, FPR, FNR, NPV, F1 Score, Accuracy, Balanced Accuracy, LR+, LR- Image by Author In the field of Data Science, model evaluation is the key component of the …
Introduction to Confusion Matrix
Author(s): Saurabh Saxena Originally published on Towards AI. Model Evaluation What is Confusion Matrix and how to plot it in Python? Image by Author The Confusion Matrix is the visual representation of the Actual VS Predicted values. It is a performance evaluation …
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 …
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 …
Learn with me: Linear Algebra for Data Science — Part 4: Singular Value Decomposition
Author(s): Matthew Macias Originally published on Towards AI. Welcome to the next part of the linear algebra series! We will be covering the Singular Value Decomposition and its immense role in Data Science. This article will be more technical than the previous, …
A Guide To Predictive Lead Scoring Using Machine Learning
Author(s): Yashashri Shiral Originally published on Towards AI. Lead scoring is a valuable tool while implementing a marketing strategy, and in this article, you will understand how you can do it using Machine learning. In the article, I’m covering → What is …
Learn With Me: Linear Algebra for Data Science — Part 3: Eigenvectors
Author(s): Matthew Macias Originally published on Towards AI. I know what you are thinking, what on earth is an eigenvector? Is that even an actual word? Source: Photo by Ben White on Unsplash Yes, they are real. They are also extremely helpful …
Automate Login With Python And Selenium
Author(s): Dennis Niggl Originally published on Towards AI. How to login to websites automatically This member-only story is on us. Upgrade to access all of Medium. Photo by Firmbee.com on Unsplash Automating the login process can be helpful in accessing the information …
Python Prior Machine Learning Part 2 & Data Analysis
Author(s): Gencay I. Originally published on Towards AI. Data Frame Analysis with Python This member-only story is on us. Upgrade to access all of Medium. Image by AuthorContent Table· Introduction ∘ Installation· How to gather your data? ∘ Example· How long your …
Python Prior Machine Learning Part 1& Data Visualization
Author(s): Gencay I. Originally published on Towards AI. Matplotlib & Seaborn Briefly Explained and Compared This member-only story is on us. Upgrade to access all of Medium. Image by AuthorContent Table· Introduction· Line Graph ∘ Matplotlib ∘ Seaborn ∘ Animated Line Graph· …
Comparison of C++ and Python With Code Examples
Author(s): Amit Chauhan Originally published on Towards AI. Basic and OOPs concepts for software programming This member-only story is on us. Upgrade to access all of Medium. Photo by Jexo on Unsplash In this article, we will explain the code concept comparison …
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