How To Use AWS for Web Scraping
Author(s): Jonty Haberfield Originally published on Towards AI. Using AWS Batch for scalable scraping This member-only story is on us. Upgrade to access all of Medium. Photo by Eric Prouzet on Unsplash A few months ago, I decided to leave my job …
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, …
Building an End-to-End Linked Data Engineering Project
Author(s): Edoardo Bianchi Originally published on Towards AI. Data Modeling and Analysis using Semantic Web Technologies This member-only story is on us. Upgrade to access all of Medium. The first section of the final application. Image by the author. Applications are generally …
An Introduction to Federated Learning
Author(s): Chinmay Bhalerao Originally published on Towards AI. An Introduction to Federated Learning Data privacy and security with Federated learning People in the AI-ML-DL field often asked about privacy concerns of data and data security which is fairly logical because after training …
Improved Financial Metrics by turning Predictive analytics into Prescriptive analytics
Author(s): Saif Ali Kheraj Originally published on Towards AI. Improved Financial Metrics by turning Predictive analytics into Prescriptive analytics Decisions about inventory management in retail, manufacturing, and supply chain settings are critical to the success of businesses. Improper management of inventories can …
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 …
Detect Business Insights From Customer Support Conversations Using AI
Author(s): Shubham Saboo Originally published on Towards AI. Learn how to analyze customer conversations with just 15 lines of Python code! Background A positive customer experience can make the difference between losing and retaining customers. Businesses need to constantly improve their products …
Big Data Is Not the Way to Go
Author(s): Andre Ye Originally published on Towards AI. The significance of the data distribution a la unsplash This member-only story is on us. Upgrade to access all of Medium. A lot of discourse around deep learning would have you believe that more …
A Gentle Intro to AWS ML Related Services — Sentiment Analysis With AWS
Author(s): Kaan Boke Ph.D. Originally published on Towards AI. You’ll make a sentiment analysis with AWS ML-related services in minutes. No prior ML knowledge is required. This member-only story is on us. Upgrade to access all of Medium. Photo by Madison Oren …
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 …
Machine Learning Project in Python Step-By-Step — Predicting Employee Attrition
Author(s): Fares Sayah Originally published on Towards AI. AI for Human Resources: Predict attrition of your valuable employees using Machine Learning Photo by Marvin Meyer on Unsplash Human Resources & AI An organization’s human resources (HR) function deals with the most valuable …
AI/ML Model Build and Explainability (XAI)
Author(s): Himanshu Swamy Originally published on Towards AI. Machine Learning & Artificial Intelligence to Reduce Financial Crimes Insurance Business Overview One of the major components of the economy is the insurance industry, it protects against the financial risks that are present at …
This Is How You Can Build a Churn Prediction Model Using Apache Spark
Author(s): Paul Iusztin Originally published on Towards AI. An end-to-end tutorial on how to build a churn prediction pipeline using only Apache Spark. This member-only story is on us. Upgrade to access all of Medium. Image by the Author created with Stable …
A Gentle Introduction to Automatic Differentiation
Author(s): Pablo Monteagudo Lago Originally published on Towards AI. As a student of Mathematics and Computer Science, it was natural for me to get interested in Artificial Intelligence, being this a field placed in the intersection of both of these knowledge areas: …
The Era of Evolving Internet Technologies
Author(s): Amit Chauhan Originally published on Towards AI. Internet!!, a technology of fun, freedom, and information This member-only story is on us. Upgrade to access all of Medium. Photo by Leon Seibert on Unsplash Introduction Internet!!, a technology of fun, freedom, and …
Recent Posts
