1 Line of Code to Make Your Pandas 80% More Efficient: Modin Pandas
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Remove your Data Transformation Bottlenecks with Parallelization Image by Author with @MidJourney Introduction Pythonβs Pandas library is one of the most popular tools for data manipulation and analysis. However, Pandas can struggle with …
5 Game-Changing Free Tools to Enhance Your Data Science Portfolio
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: Establishing an impressive data science portfolio is integral to showcasing your talents, attracting prospective employers or collaborators, and progressing your career in data science. Compelling projects are necessary, but using the …
Efficient Nonlinear Function Fitting with Matlabβs nlinfit
Author(s): LucianoSphere Originally published on Towards AI. Powerful and versatile fitting of complex functions with Matlab's nlinfit function Photo by eskay lim on Unsplash Fitting procedures play a crucial role in various scientific and engineering fields, enabling researchers to model and analyze …
20 Underdog Python Built-in Libraries That Deserve Much More Attention
Author(s): Bex T. Originally published on Towards AI. Time to go out of the shadows β the built-in library Image by me with Midjourney Most people think Pythonβs mass dominance is due to its powerful packages like NumPy, Pandas, Sklearn, XGBoost, etc. …
A Powerful Way to Master New Data Science Libraries Without Wasting Weeks
Author(s): Bex T. Originally published on Towards AI. Learn new packages effectively on your own Image by me with Midjourney Online courses and videos often have hidden agendas. They want to make the new data science libraries you are learning as easy …
Create Your AI Math Tutor App in 30 Lines of Code with Streamlit, LangChain, and ChatGPT
Author(s): Soner YΔ±ldΔ±rΔ±m Originally published on Towards AI. The power of ChatGPT meets the ease of Streamlit. Photo by Andrea De Santis on Unsplash The advancements in large language models (LLMs) have grabbed a lot of attention. Although some people consider it …
High-Speed Inference with llama.cpp and Vicuna on CPU
Author(s): Benjamin Marie Originally published on Towards AI. You donβt need a GPU for fast inference A vicuna β Photo by Parsing Eye on Unsplash For inference with large language models, we may think that we need a very big GPU or …
A Detailed Tutorial on Polynomial Regression in Python, Overview, Implementation, and Overfitting
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. Complete code in Python Photo by Joshua Reddekopp on Unsplash I have been writing tutorials on Machine learning, deep learning, data visualization, analysis, and statistics for some time. But I realized I didnβt …
Python Virtual Environments: The Why and How
Author(s): Muhammad Arham Originally published on Towards AI. This article describes the benefits of Python virtual environments and how they streamline the development processes. Further, we discuss the venv API provided for the usage of virtual environments. Image by Christina Morillo from …
Skyrocket Your Productivity with ChatGPT Chrome Extensions
Author(s): Ali Originally published on Towards AI. I have actually benefited from these extensions, you can do tooβ¦ Photo by Andrea Piacquadio: https://www.pexels.com/photo/woman-in-pink-sweater-using-laptop-3764402/ ChatGPT has revolutionized the way we work, learn, and search for information. It has proven to be an incredibly …
10 Advanced Matplotlib Concepts You Must Know To Create Killer Visuals
Author(s): Bex T. Originally published on Towards AI. Become Leonardo da Matplotlib Image by me with Midjourney. All the rest of the images are by the author unless specified otherwise. Good things come to those who read the Matplotlib documentation. I made …
Accessing Open-Source Packages Safely Behind Corporate Firewalls
Author(s): John Adeojo Originally published on Towards AI. How Repository Mirroring Enables Enterprise Data Science Teams to Safely Innovate Image by Author: Generated with Midjourney The creation of custom AI tools, encompassing both traditional pattern recognition algorithms and cutting-edge generative AI, necessitates …
7 Ways ChatGPT Boosts Productivity for Python Developers
Author(s): Bobby Originally published on Towards AI. How ChatGPT 10X Productivity for Python Developers ChatGPT has no doubt changed the world. This cutting-edge tool can bring big productivity boosts when used right. In this post, we will explore seven powerful ways in …
Kluges That Work: Turning Pattern Matchers into Logical Reasoners
Author(s): Tabrez Syed Originally published on Towards AI. Photo by Todd Quackenbush on Unsplash In his book βKluge: The Haphazard Construction of the Human Mind,β Gary Marcus details how our brains have been shaped by evolution into a structure that is functional …
Stop Ignoring Julia! Learn It Now And Thank Your Younger Self in the Future
Author(s): Bex T. Originally published on Towards AI. 10-minute primer on the best recent modern language Image by me with Midjourney Donβt get me wrong. I am not a Python hater. I love it, and my eyebrows will probably turn blue before …
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