Introduction
Author(s): Odemakinde Elisha Originally published on Towards AI. Data Analytics, Machine Learning Utilization of Dask ML Framework for Fraud Detection —End-to-end Data Analytics Photo by Michael Longmire on Unsplash Fraudulent activities have become a rampant activity that has aroused a lot of …
Time Series Prediction using Adaptive Filtering
Author(s): Satsawat Natakarnkitkul Originally published on Towards AI. Simple implementation example Adaptive filtering is a computational device that attempts to model the relationship between two signals, whose coefficients change with an objective to make the filter converge to an optimal state. The …
History of Neural Networks! From Neurobiologists to Mathematicians
Author(s): Ali Ghandi Originally published on Towards AI. Deep Learning If you are familiar with Neural Networks and Deep learning, you might wonder what the relation between Neurons and the brain and these networks is. It seems they are based on some …
Topic Modeling Open Source Tool
Author(s): Opeyemi Bamigbade Originally published on Towards AI. A tool built with Python and Streamlit for topic modeling image by tommyboland A large amount of data is being generated and collected in different forms every second. Obtaining the right, relevant, and desired …
Topic Modeling Open Source Tool
Author(s): Opeyemi Bamigbade Originally published on Towards AI. A tool built with Python and Streamlit for topic modeling image by tommyboland A large amount of data is being generated and collected in different forms every second. Obtaining the right, relevant, and desired …
Introduction to Bayesian Inference
Author(s): ___ Originally published on Towards AI. A Distribution With No Constraints Top highlight In this article, I will explain what the maximum entropy principle is, how to apply it and why it’s useful in the context of Bayesian inference. The code …
NLP News Cypher | 07.19.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by mohammad alizade on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 07.19.20 Modularity Twitter’s Help Desk had a productive work week. How productive? U+1F447 very productive In case you …
Understanding Artificial Intelligence
Author(s): Lawrence Alaso Krukrubo Originally published on Towards AI. Artificial Intelligence, Opinion A few minutes exploring AI… Artificial Intelligence (AI) is such a buzz word these days and one thing about buzz words is… ‘They often get lost in translation’. img_credit Ask …
3 Steps to Improve Artificial Intelligence in Healthcare
Author(s): Avishek Choudhury, Ph.D. Originally published on Towards AI. Artificial Intelligence, Research Optimal Trust, Data Governance, and AI Standards can solve many problems concerning AI in healthcare. Photo by Owen Beard on Unsplash Accuracy, precision, recall and other measures of AI efficacy …
Machine Learning and Deep Learning — a Systematic Application
Author(s): Ranganath Venkataraman Originally published on Towards AI. TL/DR: regression offers improved performance over classification on the UCI Energy Efficiency dataset. A neural network regressor was no more effective than ensemble techniques like Gradient Boosting or Random Forest. Photo by Kevin Ku …
Diving Deep into Deep Learning
Author(s): Daksh Trehan Originally published on Towards AI. Deep Learning, Data Science An Unconventional Guide to Deep Learning We reside in a world, where we are constantly surrounded by deep learning algorithms be it for the good or worse cause. From the …
K-Means vs. Affinity Propagation Clustering
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. Finding Clusters Clustering is one of the simplest algorithms to implement with any Machine Learning tools. There are two different sets of algorithms dedicated to Clustering, depending on if we use Numerical Data (K-Means …
NLP News Cypher | 07.12.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Laura Colquitt on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 07.12.20 Negative Ghost Rider, the Pattern is Full Let’s get our James Bond swag on shall we? U+1F575️U+2640️ …
Logistic Regression from Scratch with Only Python Code
Author(s): Pushkara Sharma Originally published on Towards AI. Machine Learning Applying Logistic regression to a multi-feature dataset using only Python. Step-by-step implementation coding samples in Python Logistic Regression from Scratch In this article, we will build a logistic regression model for classifying …
Introduction
Author(s): ___ Originally published on Towards AI. Understanding Exam Expectations In this article, I will describe how I prepared for the AWS Certified Machine Learning — Specialty exam. I will share the materials I used and my thoughts about their usefulness. Note …
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