Simple Data Application Building with Taipy: Stock Portfolio Tutorial
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Learn how to build a full-stack Python-based application with minimum code. Photo by Yiorgos Ntrahas on Unsplash Building applications has never been easier in this current era. With many open-source Python packages available, …
Deep Learning from Scratch in Modern C++: Cost Functions
Author(s): Luiz doleron Originally published on Towards AI. Let’s have fun by implementing Cost Functions in pure C++ and Eigen. In machine learning, we usually model problems as functions. Therefore, most of our work consists of finding ways to approximate functions using …
Mastering These 5 Statistics Concepts Will Boost Your Success in Data Science Interviews
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: Top highlight Data science is a rapidly growing field that involves the extraction of valuable insights from large and complex data sets. As more and more companies adopt data-driven decision-making strategies, …
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 “In 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 …
Applying Exponential Smoothing for Accurate Time Series Forecasts
Author(s): David Andres Originally published on Towards AI. 1. Simple Exponential Smoothing Source: Image by euzepaulo on Unsplash Exponential Smoothing is a great method to predict future events based on past experiences. It’s especially handy when you’re dealing with a single type …
How to Design, Build and Publish a Python package?
Author(s): Prithivee Ramalingam Originally published on Towards AI. With Poetry What is a Package? In Python, a package organizes related modules (Python files) into a single hierarchical structure. Packages allow you to easily manage and reuse code across multiple projects and make …
The Surprising End of the AI Gigantic Model Era: Why Bigger Isn’t Always Better
Author(s): Cezary Gesikowski Originally published on Towards AI. OpenAI’s Sam Altman on why we need new ideas, not just bigger models, for AI’s future “We are not here to like *erk ourselves off about parameter counts.”—Sam Altman Image by the author: Large …
Summarising 3 Years of Google Colab Usage — The Good, the Bad, and The Ugly
Author(s): Ori Abramovsky Originally published on Towards AI. Meme generated by the author using imgflip.com The first time I met Google’s Colab was when we searched for a serverless solution to train our models. Until that point, our models were of a …
How to Get a Taste of Everything: Sampling Techniques
Author(s): Roli Trivedi Originally published on Towards AI. Mastering the art: Tips and tricks for successful sampling Photo by Natalia Gusakova on Unsplash Sampling is the process of selecting a subset(sample) from the population. It is done to get information about a …
Grounding DINO: Achieving SOTA Zero-Shot Learning Object Detection
Author(s): Rohini Vaidya Originally published on Towards AI. Enabling Robust and Flexible Detection of Novel Objects without Extensive Retraining or Data Collection The lack of flexibility is a major challenge with most object detection models as they are specifically trained to recognize …
PandasAI — Pandas Newborn child from ChatGPT
Author(s): Gencay I. Originally published on Towards AI. Revolutionizing Data Analysis with PandasAI: OpenAI’s Latest Innovation Uniting Machine Learning, Pandas, and ChatGPT Technology Image by Author — Created in Canvas and Dell E2 PandasAI is a new library that merges the power …
Transforming Canada’s Digital Future: A Blueprint for Success
Author(s): Cezary Gesikowski Originally published on Towards AI. How the Government of Canada is revolutionizing digital service delivery and embracing cutting-edge technology image: Unsplash Imagine a world where Canadians can access government services with a single click, where digital experiences are seamless …
Top Tools to Detect AI-Generated Text & How to Overcome Them?
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: Artificial Intelligence (AI) has come a long way, and today, it’s able to generate text that is so human-like that it’s becoming increasingly difficult to distinguish between text written by a …
From Vision to Sound: How Meta’s ImageBind is Bridging Modalities in AI
Author(s): Sriram Parthasarathy Originally published on Towards AI. Unleashing the Power of Combined Senses: How ImageBind could redefine AI Experiences Combine an audio clip of a tractor and an image of a beach to generate a merged image where a tractor is …
A Comprehensive Introduction to AutoGPT: What It Is & How to Use It?
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: Welcome to this comprehensive introduction to AutoGPT, where we delve into what it is, how it works, and how you can harness its power for various applications. In the age of …
Popular posts
Updates
Recent Posts
