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How To Read a Machine Learning Paper in 2023 for Beginners
Author(s): Boris Meinardus Originally published on Towards AI. Actionable tips to help with keeping sane during the AI research boom. Image by author I have read dozens of machine learning papers and am starting to get the hang of how to approach …
Python Code Unit Test for Quality and Reliability
Author(s): Amit Chauhan Originally published on Towards AI. Early-stage testing before production level This member-only story is on us. Upgrade to access all of Medium. Photo by Ferenc Almasi on Unsplash Introduction Writing unit tests for Python code. It comes under software …
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 …
How I Built A Video Recommendation System Using Large Language Models and Vector Database
Author(s): Zoumana Keita Originally published on Towards AI. Leverage large language models, state-of-the-art text and speech analytics tools, and vector databases to build an end-to-end audio recommendation solution. This member-only story is on us. Upgrade to access all of Medium. Our generation …
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 …
3 Pandas Functions for DataFrame Merging
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Learn how Pandas merging functions work with code examples This member-only story is on us. Upgrade to access all of Medium. Photo by Lance Grandahl on Unsplash It's common in the data work …
Top 12 Computer Vision GitHub Repositories
Author(s): Youssef Hosni Originally published on Towards AI. Discover the Most Cutting-Edge Computer Vision GitHub Gems This member-only story is on us. Upgrade to access all of Medium. One of the best places to learn and keep following the news in the …
Graphing The SIR Model With Python
Author(s): Joaquin de Castro Originally published on Towards AI. Data Visualization, Programming Graphing and solving simultaneous differential equations to model COVID-19 spread If one good thing has come out of the COVID-19 pandemic, it’s the vast amount of data we have acquired. …
Get a Google AI Skills Badge in Just 30 Days
Author(s): Frederik Bussler Originally published on Towards AI. ML and AI track Photo by Kai Wenzel on Unsplash Google is the world’s biggest AI company. While there are a few bigger companies, by market cap — such as Microsoft and Amazon — …
AI Teaching Assistants, a Possibility or a Necessity?
Author(s): Ryan Lynch Originally published on Towards AI. Any student can tell you about a time (usually a few times) they’ve tried to catch a lecturer during office hours and couldn’t, or about an email they sent with a question last semester …
Data Science MOOCs are too Superficial
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Opinion Top highlight Image by Benjamin O. Tayo Data Science, Machine Learning, and Analytics are considered to be among the hottest career paths. The demand for skilled data science practitioners in industry, …
Neural Networks from Scratch with Python Code and Math in Detail— I
Author(s): Towards AI Editorial Team Originally published on Towards AI. Building neural networks from scratch. From the math behind them to step-by-step implementation coding samples in Python with Google Colab Top highlight Source: Pixabay Author(s): Pratik Shukla, Roberto Iriondo Last updated December …
Best Data Science Books — Free and Paid — Editorial Recommendations for 2022
Author(s): Towards AI Editorial Team Originally published on Towards AI. AI Community ↓ Towards AI Source: Derivative from original, Photo by Ivo Rainha on Unsplash Last updated January 1, 2022 Join our AI community with thousands of data leaders. Support us, collaborate …
Best Machine Learning (ML) Books — Free and Paid — Editorial Recommendations for 2022
Author(s): Towards AI Editorial Team Originally published on Towards AI. AI Community ↓ Towards AI Source: Derivative from original, Photo by Patrick Robert Doyle on Unsplash Last updated January 1, 2022 Join our AI community with thousands of data leaders. Support us, …
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