When is a Machine Learning Model ready for Product
Author(s): Rijul Singh Malik Originally published on Towards AI. What to look for in your machine learning model when building a product Photo by REVOLT on Unsplash When you build a machine learning model, you need to make sure that the model …
Examples of Information Retrieval Application on Image and Text
Author(s): Haryo Akbarianto Wibowo Originally published on Towards AI. Information Retrieval in Image and Text use-case Photo by NASA on Unsplash Hello, welcome to my second blog post. In this post, I want to write what I shared when I got invited …
Trading With AI, a Dream Or Reality
Author(s): Ali Ghandi Originally published on Towards AI. I am sure you see multiple stories about how AI can trade in the market without emotion and rational decision-making. But is this true? I believe the short answer is “No”, at least in …
Backtesting Strategy for ML Models
Author(s): Dr. Samiran Bera (PhD) Originally published on Towards AI. A form of cross-validation across time Image Source: corporatefinanceinstitute.com Model performance is critical to any business process and must be validated periodically. To establish the efficacy of model performance, business organizations often …
Linear Regression Math Intuitions
Author(s): Fernando Guzman Originally published on Towards AI. Linear regression is the simplest model in machine learning that in its original version describes the relationship between 2 variables. It stills important to understand linear regression concepts basis, because it is the base …
Build Your First Recommendation Engine
Author(s): Songhao Wu Originally published on Towards AI. What are the different types of recommendation algorithms? This member-only story is on us. Upgrade to access all of Medium. Photo by camilo jimenez on Unsplash Have you wondered why social media always feed …
Guide to Using Descriptive Statistics in Data Science
Author(s): Paula Maldonado Originally published on Towards AI. Understand the key concepts to summarize data This member-only story is on us. Upgrade to access all of Medium. Photo by Cathryn Lavery on Unsplash Statistics are at the heart of data science and …
Trends in AI — May 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. A monthly selection of news and research papers: open-source DALLE·2, Meta openly shares a 175B GPT-3 clone, Video Diffusion Models, Autoregressive Search Engines, Adversarial backdoor attacks, and more. Image by Zeta Alpha. …
These Are the Two Main Types of Adversarial Attacks in Neural Networks
Author(s): Jesus Rodriguez Originally published on Towards AI. Black-box and white-box attacks are the two types of adversarial attacks that ML engineers should understand. This member-only story is on us. Upgrade to access all of Medium. Source: https://bdtechtalks.com/2020/12/07/vonenet-neurscience-inspired-deep-learning/ I recently started an …
7 Data Pre-Processing Methods With SciKit-Learn
Author(s): Carla Martins Originally published on Towards AI. Using Python and Google Colab Top highlight This member-only story is on us. Upgrade to access all of Medium. Photo by James Harrison on Unsplash Data pre-processing is an important part of preparing, organizing, …
A Data Scientist Is More Than Just a Data Scientist
Author(s): Shanmukh Dara Originally published on Towards AI. My thoughts on the best way to enter and advance in the field of data science… Photo by UX Indonesia on Unsplash Hello there, may I ask you a question? What are the top …
AI Researchers Are Constantly Trying To Recreate These Cognitive Functions of the Human Brain
Author(s): Jesus Rodriguez Originally published on Towards AI. Attention, memory, imagination, inference, and continual learning are cognitive functions of the human brain that are at the forefront of AI research. This member-only story is on us. Upgrade to access all of Medium. …
All About Adaboost
Author(s): Akash Dawari Originally published on Towards AI. All About Adaboost The article will explore the idea of Adaboost by answering the following questions: What is Adaboost? Why are we learning Adaboost? How do Adaboost works? What are the differences between Random …
Uber Uses This Framework for Rapid ML Development
Author(s): Jesus Rodriguez Originally published on Towards AI. PyML is a framework that allows the rapid development of ML models compatible with Uber’s infrastructure. This member-only story is on us. Upgrade to access all of Medium. Image Credit: Uber I recently started …
Create Indonesian Recipe Generator by Fine-tuning T5, BART, and GPT-2
Author(s): Haryo Akbarianto Wibowo Originally published on Towards AI. An Indonesian recipe generator Deep Learning model trained by fine-tuning pre-trained models such as T5, BART, and GPT-2 Preview Image is from Unsplash by Brooke Lark Hello Everyone! Welcome to my first technical …
Popular posts
Updates
Recent Posts
