Why Strategic Plans Arenβt the Best Plan For Data Science
Author(s): Jonathan Burley Originally published on Towards AI. Tech and data science winners treat strategy differently Data Science as an exercise in building new products and companies retains the same pitfalls as any other business process before it: clinging to old, formerly …
scikit-learn Cheat Sheet: Functions for Machine Learning
Author(s): Gencay I. Originally published on Towards AI. Mastering Machine Learning with Python and scikit-learn: A Comprehensive Guide for Data Scientists and AI Enthusiasts Image by Author It is no secret that data science and machine learning have become essential components of …
The Best AI-Powered Tools for Productivity!
Author(s): Louis Bouchard Originally published on Towards AI. These AI Tools will 10x Your Productivity! Here are my five favorite tools to boost my productivity, all based on artificial intelligence since thatβs what we like on this page! Obviously, a tool doesnβt …
Want to Stand Out in Data Science? Donβt Make These Portfolio Mistakes!
Author(s): Youssef Hosni Originally published on Towards AI. Is Your Data Science Portfolio Sinking Your Career? Donβt Make These 10 Mistakes Data science is a rapidly growing field, and as more and more people enter the industry, itβs becoming increasingly important to …
From Detection to Correction: How to Keep Your Production Data Clean and Reliable
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: In Production ML, data quality is everything. No matter how great your models or algorithms are, if the data you feed them is garbage, youβll get garbage results. But how can …
Exponential Smoothing for Balancing Multilingual Model Training Data
Author(s): Deepanjan Kundu Originally published on Towards AI. What is a multilingual model? Machine learning models that cover more than one language are called multilingual models. Since languages differ significantly from each other in script, vocabulary, grammar, and writing styles, in the …
Letβs Learn Deep Learning Together with Python!
Author(s): Gencay I. Originally published on Towards AI. Unlocking the Power of Deep Learning: A Comprehensive Guide to Python, for Mastering Deep Learning along with Data Science. Image by Author βLetβs Learn Deep Learning Together with Did you know that deep learning …
How AI Enhances Writing & Affects Journalism
Author(s): Louis Bouchard Originally published on Towards AI. An interview with Limarc Ambalina, VP of Editorial at HackerNoon Originally published on louisbouchard.ai, read it 2 days before on my blog! Join us for an engaging podcast episode with Limarc Ambalina, the Vice …
Revolutionizing Mental Health Triage with NLP: The Dawn of a New Era
Author(s): Cezary Gesikowski Originally published on Towards AI. Discover How ChatGPT and Other LLMs Are Transforming Mental Health Detection Through Sentiments and Linguistic Patterns in Text-Based User Content βPlasticity is an intrinsic property of the human brain and represents evolutionβs invention to …
From Inner Landscapes to AI Wisdom: Unraveling the Self Through Positive Disintegration and Generative AI
Author(s): Cezary Gesikowski Originally published on Towards AI. How Large Language Models like ChatGPT can redefine personal growth, self-awareness, and moral development in the age of technology βThe concerns that define our time require much more than just better policy. They require …
Youβve Been Brainwashed: ChatGPT Is Stupider Than You Think!
Author(s): Koza Kurumlu Originally published on Towards AI. Youβve Been Brainwashed: ChatGPT Is Stupider Than You Think! The incredible advancements in artificial intelligence, with some help from the media, may have you convinced that weβre closer to achieving artificial general intelligence (AGI) …
Boost Your Data Science, ML, and CV Projects: Essential Tools for Effective Project Management
Author(s): Chinmay Bhalerao Originally published on Towards AI. Make your builds and projects faster with these tools Photo by Eden Constantino on Unsplash ML or data science projects are very huge to build as they contain many types of files and many …
Fixing SimCLRβs Biggest Problem β BYOL Paper Explained
Author(s): Boris Meinardus Originally published on Towards AI. How BYOL introduced the new SOTA idea of all modern Self Supervised Learning frameworks. SimCLR successfully implemented the idea of Contrastive Learning and, back then, achieved a new state-of-the-art performance! Nevertheless, the idea has …
Are We Headed for an AI-Driven Generational Hunger Games?
Author(s): Cezary Gesikowski Originally published on Towards AI. How ChatGPT Could Redefine the Workplace for Boomers, Gen Xers, Millennials, Gen Z, and Rising Gen Alpha Each new generation born is in effect an invasion of civilization by little barbarians, who must be …
From Synonyms to GPT-3: The Ultimate Guide to Text Augmentation for Improving Minority Class Labels in NLP
Author(s): Harshmeet Singh Chandhok Originally published on Towards AI. Image by vectorjuice on Freepik βIn NLP, we often encounter problems related to class imbalance, where minority classes are underrepresented in the training data. Text augmentation techniques can help address this issue, improving …