Getting Started with Apache Kafka — Beginners Tutorial
Author(s): Vivek Chaudhary Originally published on Towards AI. Programming The objective of this article is to build an understanding of What is Kafka, Why Kafka, Kafka architecture, producer, consumer, broker, and different components of the Kafka ecosystem. And a small coding exercise …
Web Scraping Using Python: Stock Market Example
Author(s): Onur Okyol Originally published on Towards AI. Photo by Road Trip with Raj on Unsplash Websites are mostly built with HTML or XML These markup languages go in a certain order. The process of extracting data from this layout is called …
Simplifying DevOps — 10 Frequently Asked Questions
Author(s): Archana Newaskar Originally published on Towards AI. Business Benefits: With the change in the pace of IT development, it is imperative for organizations to change the way software has been built over the years — they will have to revisit the …
Python Basics — 5: Files and Exceptions
Author(s): Durgesh Samariya Originally published on Towards AI. Day 5 of 100 Days of Machine Learning Photo by James Harrison on Unsplash I believe you are following my all previous part (if not, then you can find them here → part 1, …
Analysing Whatsapp Group Chats using StreamLit— Part II
Author(s): Saiteja Kura Originally published on Towards AI. The output — A screenshot the web app. Don’t be satisfied with “almost” completing a task. Continue until you complete it. In data science, it is important to work on real-time projects. It is …
Getting Started with Titanic Kaggle | Part 2
Author(s): Durgesh Samariya Originally published on Towards AI. Let’s develop a model to predict Titanic’s challenge with Kaggle Source: National Geographic In the last post, we started working on the Titanic Kaggle competition. If you haven’t read that yet, you can read …
NLP News Cypher | 08.09.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by Kunal Shinde on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 08.09.20 Forge Where are we? What is the state of NLP? Are we anywhere where we want to …
An Overview of Multilabel Classifications
Author(s): Abhijit Roy Originally published on Towards AI. Photo by Irvan Smith on Unsplash Machine Learning How can we classify an instance as multiple classes? We are very familiar with the single-label classification problems. We mostly come across binary and multiclass classifications. …
This New Startup Is Designed to Take Down AWS and DevOps Jobs
Author(s): Shubh Patni Originally published on Towards AI. Photo by Thao Le Hoang on Unsplash Are you a founder or running your business on the cloud? Are you frustrated with your recurring cloud maintenance, DevOps salaries, and cloud costs? Render is a …
How Tesla has been Optimizing its Software and Hardware for FSD Capabilities and a Hyper Efficient Robo-Taxi Fleet?
Author(s): Sandeep Aswathnarayana Originally published on Towards AI. Computer Vision, Self Driving Cars FSD Chip Tour, Solving the Vision Problem, Fleet Learning using Data Engine, Object Detection using Vector Space, Sensor Redundancy, Shadow Mode, Robo-Taxi Cost Model, and more. The Long Tail …
PopTheBubble — A Product Idea for Measuring Media Bias
Author(s): Sanghamesh Vastrad Originally published on Towards AI. Product Management A Product Manager’s Perspective on building a Crowdsourced Media Bias Tracker and Anonymous Political News Aggregator Photo by airfocus on Unsplash A couple of months ago, I decided to try something new. …
NLP News Cypher | 08.23.20
Author(s): Ricky Costa Originally published on Towards AI. Photo by adrianna geo on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher U+007C 08.23.20 Fury What a week. Let’s recap. If you haven’t heard, we released the NLP Model Forge U+1F648 …
Create your Mini-Word-Embedding from Scratch using Pytorch
Author(s): Balakrishnakumar V Originally published on Towards AI. 1. CBOW : Illustration by Author On a lighter note, the embedding of a particular word (In Higher Dimension) is nothing but a vector representation of that word (In Lower Dimension). Where words with …
How Branchless Programming Can Speed Up Excel
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. An Example of Branchless Logic Using Excel for Classification Source: Unsplash This is an article that uses the IRIS flowers dataset and the geometric mean classifier as an example to introduce the application of …
Predicting Heart Failure Survival with Machine Learning Models — Part II
Author(s): Anirudh Chandra Originally published on Towards AI. Photo by Jair Lázaro on Unsplash The second part of the step-by-step walk-through to analyze and predict the survival of heart failure patients. Preface In the previous post, we looked at the heart failure …
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