Regression Model in Weight Prediction
Author(s): Gencay I. Originally published on Towards AI. Simple Linear Regression to Predict your Weight This member-only story is on us. Upgrade to access all of Medium. Machine Learning Model Prediction Image by Author Data scientists have known too many industrial applications …
Use Google Colab Like A Pro
Author(s): Wing Poon Originally published on Towards AI. 15 tips to supercharge your productivity Image by Alexander on Pixabay (modified by author) Regardless of whether you’re a Free, Pro, or Pro+ user, we all love Colab for the resources and ease of …
Decision Tree Classification: Explain It To Me Like I’m 10
Author(s): Shreya Rao Originally published on Towards AI the World’s Leading AI and Technology News and Media Company. If you are building an AI-related product or service, we invite you to consider becoming an AI sponsor. At Towards AI, we help scale …
9 Lessons From the Tesla AI Team
Author(s): Gary Chan Originally published on Towards AI. Top highlight What contributes to the success of Tesla, and what you can do While OpenAI is famous for its success in NLP and DeepMind is well known for RL and decision making, Tesla …
Linear Regression With PyTorch in Python
Author(s): Amit Chauhan Originally published on Towards AI. Deep Learning framework for Machine Learning applications This member-only story is on us. Upgrade to access all of Medium. Photo by Emile Perron on Unsplash In this article, we will create a linear regression …
SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization (Paper Review/Explained)
Author(s): Ala Alam Falaki Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Figure 1. The overall introduced architecture by the paper. (taken from [1]) This paper was published in June 2021, not relatively …
VQ-GAN & Transformer — Taming Transformers for High-Resolution Image Synthesis: Synopsis
Author(s): Rohan Wadhawan Originally published on Towards AI. Summary This post summarizes the work “Taming Transformers for High-Resolution Image Synthesis” by Patrick Esser, Robin Rombach, and Björn Ommer. It highlights the key take-home messages, the scope of improvement, and the applications of …
Make Extra Money on the Side With Data Science!
Author(s): Marie Stephen Leo Originally published on Towards AI. Monetize your Machine Learning models using FastAPI, Docker, GCP Cloud Run, and Rapid API in 5 easy steps! This member-only story is on us. Upgrade to access all of Medium. Photo by Alexander …
Original Research to Predict Prime Numbers — Error Convergence Using Data Science
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. Using Python to Unlock the Prime Number Pattern Top highlight This member-only story is on us. Upgrade to access all of Medium. I. Sample of primes between 0 and 103(excluded) II. Modular Indexing the …
How to build a complex Hybrid AI model to predict oil and gas projects over costs?
Author(s): Felipe Sanchez Garzón Originally published on Towards AI. Hybrid AI model for energy project cost overruns Photo by Warner on Unsplash This member-only story is on us. Upgrade to access all of Medium. In this post, I will explain step by …
ML Algorithms from scratch in Python
Author(s): Ravi Shankar Originally published on Towards AI. Self notes for behind the scenes mathematical understanding This member-only story is on us. Upgrade to access all of Medium. Goal: To build Machine Learning algorithms in python without using any over-the-shelf ML library …
ML Algorithms from scratch in Python
Author(s): Ravi Shankar Originally published on Towards AI the World’s Leading AI and Technology News and Media Company. If you are building an AI-related product or service, we invite you to consider becoming an AI sponsor. At Towards AI, we help scale …
Logistic Regression for Multi-Class Classification: Hands-On with SciKit-Learn
Author(s): Carla Martins Originally published on Towards AI the World’s Leading AI and Technology News and Media Company. If you are building an AI-related product or service, we invite you to consider becoming an AI sponsor. At Towards AI, we help scale …
Towards Artificial Intelligence — Overcoming Data Challenges
Author(s): Ramkumar Hariharan Originally published on Towards AI. The many varieties of messy data, and its fixes “Data Mining is what’s mine is mine and what’s yours is also mine”, Sydney Brenner Using the Data Preprocessing Toolbox is often critical (source: Anete-Lusina, …
Trends in AI — March 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. A monthly selection of ML papers by Zeta Alpha: Audio generation, Gradients without Backprop, Mixture of Experts, Multimodality, Information Retrieval, and more. Image by Zeta Alpha. March has arrived packed with developments …
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