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Introduction to Ensemble Methods
Author(s): Dr. Roi Yehoshua Originally published on Towards AI. Why Creating an Ensemble is a Good Idea? Top highlight This member-only story is on us. Upgrade to access all of Medium. An ensemble method is a powerful technique that allows you to …
Introduction to PyTorch in a Practical Way
Author(s): Rokas Liuberskis Originally published on Towards AI. In this tutorial, I’ll cover the basics of PyTorch, how to prepare a dataset, construct the network, define training and validation loops, save the model and finally test the saved model This member-only story …
Best Laptops for Deep Learning, Machine Learning (ML), and Data Science for 2023
Source: Image generated with generative AI via Midjourney. Get ahead in the AI game with our top picks for laptops that are perfect for machine learning, data science, and deep learning at every budget. After analyzing over 8,000 options [8], we’ve identified …
How to Start Your ML Journey? | Results from LinkedIn Polls
Author(s): Akhil Theerthala Originally published on Towards AI. How to Start Your ML Journey? U+007C Results from LinkedIn Polls Photo by Susan Q Yin / Unsplash Someone trying to start their ML journey would be confused about where to start. There are …
How to Start Your ML Journey? | Results from LinkedIn Polls
Author(s): Akhil Theerthala Originally published on Towards AI. How to Start Your ML Journey? U+007C Results from LinkedIn Polls Photo by Susan Q Yin / Unsplash Someone trying to start their ML journey would be confused about where to start. There are …
5 Regression Diagnostics Every Data Scientist Must Know
Author(s): Snehal Nair Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Model diagnostics are used widely when creating data science models. It’s crucial to understand the principles of simple models before diving into …
What is Fuzzy Clustering
Author(s): Aaron Originally published on Towards AI. Fuzzy clustering aims to solve the problem of one-to-many clustering and is a technique that assigns a degree of membership to each data point for each cluster, rather than assigning it to a single cluster. …
Pre-train, Prompt, and Predict – Part1
Author(s): Harshit Sharma Originally published on Towards AI. Pre-train, Prompt, and Predict — Part1 The 4 Paradigms in NLP (This is a multi-part series describing the prompting paradigm in NLP. The content is inspired by this paper (a survey paper explaining the prompting methods …
Which ML Algorithm to Choose?
Author(s): Dr. Roi Yehoshua Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. One of the key decisions you need to make when solving a data science problem is which machine learning algorithm to …
Zero-Shot NER with LLMs
Author(s): Patrick Meyer Originally published on Towards AI. We are facing a major disruption of our NLP landscape with the emergence of large language models that surpass the current performance and enable activities without specific training. Top highlight This member-only story is …
Zero-Shot NER with LLMs
Author(s): Patrick Meyer Originally published on Towards AI. We are facing a major disruption of our NLP landscape with the emergence of large language models that surpass the current performance and enable activities without specific training. Top highlight This member-only story is …
The Most In-Demand Metaverse Skills for AI Professionals
Author(s): Jennifer Wales Originally published on Towards AI. The Metaverse is a virtual world where people interact with each other and explore. This digital world is being developed rapidly, and it is becoming increasingly important for people to have the right skills …
Precision, Recall, F-1 score- Must Know Before Your Next Project!
Author(s): Anmol Tomar Originally published on Towards AI. The intuition behind the classification evaluation metrics This member-only story is on us. Upgrade to access all of Medium. Pic Credit: Unsplash Imagine you are building a fraud detection model to identify the fraudulent …
Introduction to AI Development Programming Languages in 2023
Author(s): Claire D. Costa Originally published on Towards AI. Theory of Mind AI: The Power of Empathy This member-only story is on us. Upgrade to access all of Medium. Photo by Markus Spiske: Pexels Organizations are taking a leap towards implementing the …
Forecasting Linked Data Event Streams on the Internet of Water
Author(s): Samuel Van Ackere Originally published on Towards AI. Applying Facebook’s powerful forecasting model to Linked Data Event Stream IoT sensor data for improved water management Digital image created with Dall-E 2. Image by author As our world becomes increasingly data-driven, the …
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