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 …
Google Says You Donβt Need Doctors! I have doubts
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. An ML-based approach to better characterize lung diseases. Understanding the complex interplay between genetics and the environment can help us better predict and prevent diseases. To achieve this understanding, large national …
![Building and Deploying a GAN Streamlit Web App on Heroku [Part 2]](https://i0.wp.com/miro.medium.com/v2/resize:fit:875/1*cYHuPy24V-HyPV56PnX28A.png?w=875&resize=875,459&ssl=1 "Building and Deploying a GAN Streamlit Web App on Heroku [Part 2]")
Building and Deploying a GAN Streamlit Web App on Heroku [Part 2]
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: One of the most fascinating applications of AI is in the field of image generation, which has been made possible by the development of Generative Adversarial Networks (GANs). In this article, …
Visualizing Forecast Accuracy with Prophet
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Maximizing Forecast Accuracy with Prophet and Python Image by Author with @MidJourney Time series forecasting is a critical component of many business and scientific applications, from predicting financial market trends to anticipating demand …
Letβs Get a Head of %99 of Data Scientist With ChatGPT!
Author(s): Gencay I. Originally published on Towards AI. Unlock the Power of ChatGPT: Mastering Data Science, Machine Learning, and Web Scraping Techniques for Impactful Data Visualization Letβs get a head of %99 of Data Scientist with ChatGPT- Created in Canvas Are you …
Uncovering the Illusion: A Closer Look at Simpsonβs Paradox and Its Implications for Statistical Analysis
Author(s): Abhishek Originally published on Towards AI. How to Detect and Avoid Simpsonβs Paradox: A Statistical Phenomenon that Can Challenge Our Intuition and Assumptions Photo by ζζ¨ζ··ζ ͺ cdd20 on Unsplash Table of contents: Introduction Real-world incidents in history Analysing real-world data examples …
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, …
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 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 …
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. Itβs especially handy when youβre dealing with a single type …
Summarising 3 Years of Google Colab Usage β 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 Googleβs 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 …
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, itβs able to generate text that is so human-like that itβs becoming increasingly difficult to distinguish between text written by a …
5 Papers You Can't-Miss: Reinforcement Learning
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Image by Author with @MidJourney Reinforcement Learning (RL) is an important subfield in the area of machine learning that deals with agent programs learning actions in an environment to minimize a loss function …
How Generative AI Will Reshape Google Search β Not Destroy It
Author(s): Josep Ferrer Originally published on Towards AI. Explore Googleβs strategic shift to AI in search, offering a richer, more interactive, and engaging search experience. Gif of Googleβs new search engine presentation video in Google I/O 2023. Google is moving slowly and …
Popular posts
Updates
Recent Posts
