Few-shot Financial Sentiment Classification — Does It Work?
Author(s): Neo Yi Peng Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. The toughest thing in my data science career so far is not modeling, keeping up with the latest research, or even …
Airflow is on the Cloud | ELT Pipeline Orchestration With Airflow & AWS
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 James Wheeler: https://www.pexels.com/photo/symmetrical-photography-of-clouds-covered-blue-sky-1486974/ You will see the ELT pipeline with Airflow orchestration. You will learn to load data to …
Airflow Production Tips — Proper Task (Not DAG) Catchup
Author(s): Guilherme Banhudo Originally published on Towards AI. Photo by Jackson Simmer on Unsplash Apache Airflow has become the de facto standard for Data Orchestration. However, throughout the years and versions, it accumulated a set of nuances and bugs which can hinder …
Overview of Computer Vision Tasks & Applications
Author(s): Youssef Hosni Originally published on Towards AI. Table of content: This member-only story is on us. Upgrade to access all of Medium. Computer vision is a subset of computer science that, simply put, allows computers to see, comprehend, and analyze visual …
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 …
What Does a Data Analyst Do? — Complete Career Guide
Author(s): AlishaS Originally published on Towards AI. What Does a Data Analyst Do? — Complete Career Guide As we live in an increasingly technologically advanced world, we are bombarded with information every single second. Every business collects data, whether it be customer …
Why Would a Traditional Data Scientist Learn ANN Technology?
Author(s): Poornachandra Sarang Originally published on Towards AI. Bringing out the importance of ANN over GOFAI This member-only story is on us. Upgrade to access all of Medium. Photo by Alex Mertz on Unsplash The field of data science started with the …
A Simple Adjustment Improves Out-of-Distribution Detection for Any Classifier
Author(s): Ulyana Tkachenko Originally published on Towards AI. Authors: Ulyana Tkachenko, Jonas Mueller, Curtis G. Northcutt Original Image by Author Anyone who has tried training ML models on real-world datasets (not the perfectly curated data we work with in school) has probably …
1) Create the Knowledge Base
Author(s): Dayo Bamikole Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Kindel MediaCreate Knowledge BaseTrain Knowledge BasePublish Knowledge BaseHere is a video to show how to create the Bot Social networks …
How to Read Machine Learning Papers Effectively
Author(s): Youssef Hosni Originally published on Towards AI. Table of Content: Top highlight This member-only story is on us. Upgrade to access all of Medium. The field of machine and deep learning is evolving very fast, and there are new research outputs …
Evaluating Synthetic Data Using Machine Learning
Author(s): Varatharajah Vaseekaran Originally published on Towards AI. Adversarial validation to evaluate synthetic data “Poor accuracy score” is a phrase that might cause nightmares for many data science professionals when building machine learning models for classification problems. However, a poor accuracy score …
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 …
So what are Inference Attacks
Author(s): Taimur Ijlal Originally published on Towards AI. Are you prepared for this new attack vector? This member-only story is on us. Upgrade to access all of Medium. Photo by Jefferson Santos on Unsplash Can you guess what type of attack this …
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 …
Jobs in Data: What the Data Tells Us About Skills And Salaries
Author(s): Jonty Haberfield Originally published on Towards AI. A brief analysis of over 9000 job specs for UK data professionals This member-only story is on us. Upgrade to access all of Medium. Photo by Eric Prouzet on Unsplash It’s an interesting time …
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