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How to Query Pandas Dataframe With the query() Method?
Author(s): Chetan Ambi Originally published on Towards AI. Syntax This member-only story is on us. Upgrade to access all of Medium. Image by author If you have been using pandas for data analysis and are still not aware of the Pandas query …
Forget 32K of GPT4: LongNet Has a Billion Token Context
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Tired of the limitation of 2048, 4096, to 32768 token-context of GPT-3 and GPT-4? Microsoft may have an answer for you (A positive take) This member-only story is on us. Upgrade …
Ten Free Online Courses for Ph.D. Students & Researchers
Author(s): Youssef Hosni Originally published on Towards AI. Enhance Your Research Career Through These Resources This member-only story is on us. Upgrade to access all of Medium. Embarking on a Ph.D. journey or pursuing a career in research demands a thirst for …
Team Up for Data Analysis Success: Discover Your Full Potential
Author(s): Amit Kumar Originally published on Towards AI. Data analysis is a constantly еvolving field that rеquirеs a divеrsе sеt of skills for succеss. For a data analyst, achieving this role is a significant accomplishmеnt. Howеvеr, it is еqually important to comprеhеnd …
🎙️Make a Rap Song Generator using Langchain, OpenAI & Streamlit
Author(s): Karan Kaul | カラン Originally published on Towards AI. U+1F399️Make a Rap Song Generator using Langchain, OpenAI & Streamlit Learn how to create a web app that integrates the Langchain framework with Streamlit & OpenAI’s GPT3 model. Image by Author Streamlit …
How Do 8 Smaller Models in GPT-4 Work?
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. The secret “Model of Experts” is out; let's understand why GPT4 is so good! This member-only story is on us. Upgrade to access all of Medium. In recent years, deep learning …
When and When Not to Use Machine Learning in Your Business Strategy
Author(s): Andrea D’Agostino Originally published on Towards AI. Going blindly for an ML-powered solution could lead to unseen perils. Explore the benefits and challenges of adopting machine learning models to make informed decisions Photo by Juan Rumimpunu on Unsplash It’s not an …
Unlocking the Potential of Text: A Closer Look at Pre-Embedding Text Cleaning Methods
Author(s): Shivamshinde Originally published on Towards AI. This article will discuss different cleaning techniques that are essential to obtain maximum performance from textual data. Photo by Amador Loureiro on Unsplash For the demonstration of the text cleaning methods, we will use the …
Evaluate and Monitor the Experiments With Your LLM App
Author(s): Konstantin Rink Originally published on Towards AI. Evaluation and tracking of your LLM experiments with TruLens This member-only story is on us. Upgrade to access all of Medium. Photo by Jonathan Diemel on Unsplash The development of a Large Language Model …
How to Move Your Data Science Project to Production
Author(s): Angelica Lo Duca Originally published on Towards AI. A tutorial on using GitLab to make your data science project production-ready This member-only story is on us. Upgrade to access all of Medium. Photo by Arshad Pooloo on Unsplash If you are …
Explainable and Interpretable Models are Important in Machine Learning
Author(s): Suhas Maddali Originally published on Towards AI. Learn to use libraries such as LIME, SHAP and others to determine the workings of black-box machine learning models with examples and illustrations, ensuring that they are safe, fair and have less bias Photo …
5 Papers You Can't-Miss: Reinforcement Learning
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image by Author with @MidJourney Reinforcement Learning (RL) is an important subfield in the area of machine learning that deals with …
10 Exciting AI Models You Should Know
Author(s): Arun Rajendran Originally published on Towards AI. T5 trivia This member-only story is on us. Upgrade to access all of Medium. Photo by Markus Winkler on Unsplash Recently, ChatGPT has raised the interest in NLP and AI so much that everyone …
On Common Split for Training, Validation, and Test Sets in Machine Learning
Author(s): Barak Or, PhD Originally published on Towards AI. In this post, we deal with determining the appropriate ratio for training, validation, and test sets in small and large databases Background Splitting a dataset into training, validation, and test sets is a …
NumPy Cheat Sheet: Functions for Numerical Analysis
Author(s): Gencay I. Originally published on Towards AI. Image by Author Do something extraordinary for your self today and learn data manipulation in Python using NumPy! No doubt about it, NumPy is a fundamental library for data science and machine learning in …
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