Speed Up Pandas String Manipulations
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. This tutorial focuses on speeding up string manipulations. This member-only story is on us. Upgrade to access all of Medium. I got bored and decided to benchmark string manipulation methods and …
Generative Adversarial Networks (GANs) for Image Augmentation
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Designing customized GANs for image-to-image translation to augment glasses onto faces This member-only story is on us. Upgrade to access all of Medium. Image by Annie Spratt on Unsplash Quick Note: I will …
New Research Aligns Text to Speech Effortlessly | Google
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Overcome Sequence length mismatch without explicitly specifying it. This member-only story is on us. Upgrade to access all of Medium. Training a text-speech (multimodal Model) has its own problems. Given the …
How to Perform Feature Selection with Scikit-Learn
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. How to select important features for your machine learning model This member-only story is on us. Upgrade to access all of Medium. Photo by Timothy Muza on Unsplash Feature selection is choosing the …
A Framework For Efficiently Serving Your Large Language Models
Author(s): Zoumana Keita Originally published on Towards AI. Serve your large language models just like you would using OpenAI API but at no cost This member-only story is on us. Upgrade to access all of Medium. Photo by Austrian National Library on …
Use LangChain to Extract a Dictionary from Text
Author(s): Eugenia Anello Originally published on Towards AI. A deep-dive tutorial that exploits LangChain’s Output parser to store the text of a property listing as key-value pairs This member-only story is on us. Upgrade to access all of Medium. Photo by Sergey …
Using LangChain and ChatGPT to Explain Python Code
Author(s): Eugenia Anello Originally published on Towards AI. A LangChain tutorial for beginners and experts who want to document code This member-only story is on us. Upgrade to access all of Medium. Photo by Unsplash+ on Unsplash Are you tired of trying …
Platypus: Dataset Curation and Adapters for Better Large Language Models
Author(s): Benjamin Marie Originally published on Towards AI. Achieve low-cost state-of-the-art on your target tasks This member-only story is on us. Upgrade to access all of Medium. Image by the Author — Made from Pixabay illustrations (1 and 2) Meta’s Llama 2 …
Real World Temporal Anomaly Detection through Supervised Machine Learning and Set Theory
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Explore Open Data from the City of Seattle Table Of Contents: I. The Problem Statement II. Remodeling time series into a supervised …
Diversity of Variables in Statistics: A Guide for Data Professionals
Author(s): Anmol Tomar Originally published on Towards AI. Quantitative and Qualitative Variables: Unveiling the Dichotomy This member-only story is on us. Upgrade to access all of Medium. Pic Credits: Analytics Vidhya In statistics, understanding the types of data measurements is essential for …
What to Learn in Data Science (2023)
Author(s): James Koh Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Beginners, and even existing ML practitioners and data scientists, get lost in the large sea of endless information. There is information overload, …
Information & Entropy
Author(s): Sushil Khadka Originally published on Towards AI. What, Why, and How explained Photo by Raimond Klavins on Unsplash Use “entropy” and you can never lose a debate, von Neumann told Shannon because no one really knows what “entropy” is. — William …
![Mastering A/B Testing: A Real World Business Example [Part 1]](https://i0.wp.com/miro.medium.com/v2/resize:fit:700/0*0uUGbGqORwh2NlhT.png?w=700&resize=700,592&ssl=1 "Mastering A/B Testing: A Real World Business Example [Part 1]")
Mastering A/B Testing: A Real World Business Example [Part 1]
Author(s): Youssef Hosni Originally published on Towards AI. Step-by-Step Walk-Through Real World A/B Testing Use Case This member-only story is on us. Upgrade to access all of Medium. Imagine a scenario where you are running a website, and you aim to optimize …
Top Important Computer Vision for Week from 7/8 to 13/8
Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Computer Vision Research This member-only story is on us. Upgrade to access all of Medium. Computer vision, a field of artificial intelligence that enables machines to interpret and understand the …
The Unreasonable Effectiveness of Transfer Learning
Author(s): Satyam Kumar Originally published on Towards AI. Essential guide to multi-output prediction with Keras Functional API This member-only story is on us. Upgrade to access all of Medium. Image by Gerd Altmann from Pixabay Training a complex deep-learning neural network requires …
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