Data Acquisition & Exploration: Exploring 5 Key MLOps Questions using AWS SageMaker
Author(s): Anirudh Mehta Originally published on Towards AI. The ’31 Questions that Shape Fortune 500 ML Strategy’ highlighted key questions to assess the maturity of an ML system. A robust ML platform offers managed solutions to easily address these aspects. In this …
Template Matching
Author(s): Erika Lacson Originally published on Towards AI. Introduction to Image Processing with Python Episode 9: Template Matching Emojis compiled by the Author. Hello, fellow explorers! U+1F680 Here we are, at the grand finale of our image processing series. In this closing …
Homography Matrix
Author(s): Erika Lacson Originally published on Towards AI. Introduction to Image Processing with Python Episode 8: Homography Matrix Photo by Author. Welcome back! U+1F64C We’re near the end of our series, but I still have more to share. This time, we are …
Finding Your Formula for Success: An Introduction to Linear Programming Through F1 Racing
Author(s): Monish kumar Originally published on Towards AI. Imagine yourself as an F1 team manager. Your task is simple yet intricate — design the perfect car for the upcoming Grand Prix. You have a variety of parts at your disposal, each contributing …
Thresholding and Otsu’s Method
Author(s): Erika Lacson Originally published on Towards AI. Introduction to Image Processing with Python Episode 5: Image Segmentation — Part 1 Photo by Scott Webb on Unsplash Welcome back, my fellow image-processing enthusiasts! In our fifth episode, we’re diving straight into the …
Blob Detection
Author(s): Erika Lacson Originally published on Towards AI. Introduction to Image Processing with Python Episode 4: Blob Detection and Connected Components Photo by Irina Iacob on Unsplash Welcome back to my series on Image Processing with Python! In this fourth episode, we’re …
Blob Detection
Author(s): Erika Lacson Originally published on Towards AI. Introduction to Image Processing with Python Episode 4: Blob Detection and Connected Components Photo by Irina Iacob on Unsplash Welcome back to my series on Image Processing with Python! In this fourth episode, we’re …
Managing an AI developer: Lessons Learned from SMOL AI — Part 1
Author(s): Meir Kanevskiy Originally published on Towards AI. Source: Image by DALL-E One of the most interesting ramifications of the recent breakthroughs, specifically in large language models, is the potential for building automated agents capable of fulfilling work projects using these models. …
10 Biggest Mistakes in Machine Learning and How to Avoid Them
Author(s): Nick Minaie, PhD Originally published on Towards AI. Your Guide to Becoming a Better Data Scientist Machine learning has revolutionized various industries by enabling computers to learn from data and make intelligent decisions. However, in the journey of building machine learning …
31 Questions that Shape Fortune 500 ML Strategy
Author(s): Anirudh Mehta Originally published on Towards AI. Source: Image by the author. In May 2021, Khalid Salama, Jarek Kazmierczak, and Donna Schut from Google published a white paper titled “Practitioners Guide to MLOps”. The white paper goes into great depth on …
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