Hacker News

DECEMBER 21, 2023

These conclusions were predicted by the Climate Foundation’s computer models, supported by small-scale tests at the Woods Hole Oceanographic Institution , and validated by field tests conducted since 2019 in the Philippines. in computer science. This article is part of our special report Top Tech 2024.

Computer Science 181

Computer Science Computer Science 181

Dataconomy

MARCH 6, 2024

Computer scientists are responsible for the deep learning component of AI, taking their inspiration from the human brain and creating artificial neural networks that process information in the same manner as our brains do. Necessary modifications can be made to exclude any bias or issues in the future.

AI 113

AI AI Algorithm Deep Learning 113

NYU Center for Data Science

AUGUST 21, 2023

When tested, GPT-4 (the LLM Chat GPT runs on) correctly identified one-third of the puzzles in one pattern category and only 3% of the puzzles in another. The test, known as ConceptARC, presents a series of colored blocks on a screen, which most people can look at and isolate connecting patterns. But I think the basic capacity is there.”

AI 71

AI AI Data Science Computer Science 71

Tableau

FEBRUARY 24, 2021

Data science has exploded over the past decade, changing the way that we conduct business and prepare the next generation of young people for the jobs of the future. I looked across the research literature to pull on threads of various studies and analyses on data science and data scientists to weave together answers to these questions.

Data Science 96

Data Science Data Scientist Data Visualization Computer Science 96

Pickl AI

OCTOBER 12, 2023

NumPy , abbreviated as Numerical Python, stands as a foundational library within the Python ecosystem, celebrated for its robust capabilities in array-based computation. And, each data type possesses distinct attributes that impact memory utilization, precision, and computational efficiency. What are the Different Data Types in NumPy?

Python 52

Python Data Analysis Data Analysis Data Science 52

NYU Center for Data Science

APRIL 4, 2023

The CDS Associate Professor of Linguistics, Data Science & Computer Science studies neural network models for natural language understanding and is currently working as a visiting researcher for the San Francisco-based AI company Anthropic.

Artificial Intelligence 67

Artificial Intelligence Artificial Intelligence Computer Science Computer Science 67

Pickl AI

MARCH 26, 2024

Summary: The KNN algorithm in machine learning presents advantages, like simplicity and versatility, and challenges, including computational burden and interpretability issues. Its simplicity attracts beginners, but challenges like computational burden and sensitivity to noise persist.

K-nearest Neighbors 52

K-nearest Neighbors Machine Learning Machine Learning Algorithm 52

ML @ CMU

JUNE 30, 2023

Object Goal Navigation We instantiate semantic navigation with the Object Goal navigation task [ Anderson 2018 ], where a robot starts in a completely unseen environment and is asked to find an instance of an object category, let’s say a toilet. Empirical study: We evaluate 3 approaches in 6 unseen homes with 6 goal object categories.

Analytics 222

Analytics Analytics Machine Learning Machine Learning 222

PyImageSearch

FEBRUARY 6, 2023

If you are a regular PyImageSearch reader and have even basic knowledge of Deep Learning in Computer Vision, then this tutorial should be easy to understand. It provides real-time classification capabilities under computing constraints in edge devices. Figure 2 shows 9 of the 15 vegetable image categories from the dataset.

Deep Learning 144

Deep Learning Deep Learning Python Data Analysis 144

Pickl AI

SEPTEMBER 12, 2023

After completing a Bachelor of Computer Applications (BCA) degree, many graduates find themselves at a crucial crossroads, eager to delve deeper into the world of information technology and computer science. Why Pursue a Course in Data Science?

Data Science 52

Data Science Data Analyst Machine Learning Machine Learning 52

Data Science Dojo

JANUARY 25, 2023

Five tips for machine learning projects – Data Science Dojo Let’s dive in. Engineers who understand computer hardware. Still, the appropriate metric will depend on the specific task and the characteristics of your data input, broken down into two categories: classification and regression metrics.

Machine Learning 195

Machine Learning Machine Learning Database ML 195

DrivenData Labs

MARCH 30, 2023

The evaluation harness measured solutions' computational resource usage—including runtime, memory, and simulated network load—which factored into the judging. Techniques used include homomorphic encryption and/or secure multiparty computation (SMPC) protocols such as secure aggregation and private set intersection.

Machine Learning 162

Machine Learning Machine Learning Data Science Algorithm 162

Heartbeat

MARCH 5, 2024

Image by istockphoto Computer vision has become a ground-breaking area in artificial intelligence and machine learning with revolutionary applications. Computer vision has changed how we see and interact with the world, from autonomous vehicles navigating complex metropolitan landscapes to medical imaging identifying diseases.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

AWS Machine Learning Blog

MAY 5, 2023

Voxel51 is the company behind FiftyOne, the open-source toolkit for building high-quality datasets and computer vision models. To create this app, they need a high-quality dataset containing clothing images, labeled with different categories. A retail company is building a mobile app to help customers buy clothes.

Machine Learning 74

Machine Learning Machine Learning AWS ML 74

Dataconomy

AUGUST 16, 2023

” Step into the realm of data science, where numbers dance like fireflies and patterns emerge from the chaos of information. But make no mistake; data science is not a solitary endeavor; it’s a ballet of complexities and creativity. Today’s question is, “What does a data scientist do.”

Data Scientist 172

Data Scientist Data Science Machine Learning Machine Learning 172

Dataconomy

JANUARY 5, 2024

Midjourney Styles List has shown that the popular AI image generation tool utilizes the following styles: Times Punk Core With these three main categories in the Midjourney Styles List, users are able to generate great images.

AI 103

AI AI Database Artificial Intelligence 103

ODSC - Open Data Science

OCTOBER 24, 2023

The goal is to minimize the distance between the two joint empirical distributions (ECDF): one computed on the real data, and the other one on the generated data. Vincent is also a former post-doc at Cambridge University, and the National Institute of Statistical Sciences (NISS). In particular, The ECDF always exists.

Data Science 98

Data Science Cross Validation Algorithm Machine Learning 98

Pickl AI

JULY 25, 2023

Data Science vs. Data Engineering: Unraveling the Key Differences In the digital era, data has become the lifeblood of businesses, driving critical decision-making processes and enabling organizations to gain valuable insights. Role of Data Scientists Data Scientists are the architects of data analysis.

Data Engineering 52

Data Engineering Data Engineer Data Engineering Data Engineering 52

ODSC - Open Data Science

JANUARY 25, 2024

OpenAI Releases GPT Store The GPT Store showcases popular and trending GPTs across diverse categories such as DALL·E, writing, research, programming, education, and lifestyle. ODSC East Call for Volunteers Become a valued part of the ODSC Community and connect with an incredibly motivated group of Data Science enthusiasts!

Data Engineering 52

Data Engineering Data Engineer Data Engineering Data Engineering 52

Mlearning.ai

JANUARY 27, 2023

Save this blog for comprehensive resources for computer vision Source: appen Working in computer vision and deep learning is fantastic because, after every few months, someone comes up with something crazy that completely changes your perspective on what is feasible. Also, they will show you how huge this domain is.

Deep Learning 98

Deep Learning Deep Learning Python Data Scientist 98

ODSC - Open Data Science

JUNE 22, 2023

In today’s world, digital and computer technology is essential for businesses to operate efficiently. While this was an exceptional limitation in the past, the rise of cloud computing has dramatically increased the amount of data companies have to process and access regularly.

Data Lakes 98

Data Lakes Data Warehouse Database Data Science 98

O'Reilly Media

OCTOBER 17, 2023

Attempts to define prompt engineering fall into two categories: Coming up with clever prompts to get an AI to do what you want while sitting at your laptop. It’s arguable whether this should be called “engineering”; at this point, it’s more of an art than an applied science. This definition is essentially interactive.

AI 100

AI AI Database Python 100

Dataconomy

MAY 4, 2023

Machine learning is a computational approach that involves the development and implementation of algorithms and software, which are designed to leverage the machine’s past experiences to enable it to perform specific tasks or enhance its performance over time. What is machine learning?

Machine Learning 192

Machine Learning Machine Learning Algorithm ML 192

Becoming Human

AUGUST 15, 2023

Introduction In the world of data science and machine learning, logistic regression is a powerful and widely-used algorithm. Instead, it is a fundamental tool for classification tasks, helping us predict whether something belongs to one of two categories, like yes/no, true/false, or spam/not spam. Happy classifying!

Machine Learning 52

Machine Learning Machine Learning Algorithm Data Science 52

Data Science Dojo

APRIL 6, 2023

As data-driven decision-making gains popularity, more tech graduates are learning data science to enter the job market. They are commonly used in computer-aided design, web development, and artificial intelligence. SQL commands are grouped into four main categories: 1. Interested in learning more about data science?

Database 195

Database SQL Data Science Business Intelligence 195

Heartbeat

MARCH 6, 2023

Source: [link] Computer vision is an interesting field in machine learning as it helps computers understand what they see. Computer vision has various sub-topics like segmentation, object detection, image synthesis, etc. Image classifiers are considered the basis of other computer vision problems.

ML 52

ML ML Deep Learning Deep Learning 52

Tableau

FEBRUARY 24, 2021

Data science has exploded over the past decade, changing the way that we conduct business and prepare the next generation of young people for the jobs of the future. I looked across the research literature to pull on threads of various studies and analyses on data science and data scientists to weave together answers to these questions.

Data Science 52

Data Science Data Scientist Data Visualization Computer Science 52

Mlearning.ai

JULY 2, 2023

The Art of Forecasting in the Retail Industry Part I : Exploratory Data Analysis & Time Series Analysis In this article, I will conduct exploratory data analysis and time series analysis using a dataset consisting of product sales in different categories from a store in the US between 2015 and 2018.

Exploratory Data Analysis 52

Exploratory Data Analysis Data Analysis Data Analysis Data Visualization 52

AWS Machine Learning Blog

OCTOBER 6, 2023

For instance, in an application that recommends movies, features could include previous ratings, preference categories, and demographics. To simplify, you can build a regression algorithm using a user’s previous ratings across different categories to infer their overall preferences. This can be done with algorithms like XGBoost.

AI 109

AI AI Natural Language Processing ML 109

Smart Data Collective

JUNE 4, 2021

What is data science? Data science is analyzing and predicting data, It is an emerging field. Some of the applications of data science are driverless cars, gaming AI, movie recommendations, and shopping recommendations. Data science is one of the highest-paid jobs of the 21st century. Domain experts of all fields use it.

Data Science 104

Data Science Exploratory Data Analysis Machine Learning Machine Learning 104

Towards AI

FEBRUARY 13, 2024

Artists can also decide what content categories their voice can be used for. FunSearch: Making new discoveries in mathematical sciences using LLMs FunSearch is a method to search for new mathematics and computer science solutions. This article shared the practices and techniques for improving data quality.

AI 99

AI AI Computer Science Computer Science 99

Data Science Dojo

FEBRUARY 23, 2024

GPTs for Data science are the next step towards innovation in various data-related tasks. However, our focus lies on exploring the GPTs for data science available on the platform. Before we dig deeper into options on the GPT store , let’s understand the concept of GPTs for data science. What are GPTs for data science?

Data Science 363

Data Science Data Analysis Data Analysis ML 363

Heartbeat

JULY 6, 2023

The process of locating and identifying objects of interest in an image or video is part of the object detection method, a popular computer vision technique. The Swin Transformer is a deep learning model architecture that uses a hierarchical approach to perform object recognition in computer vision. What is the Swin Transformer?

Deep Learning 59

Deep Learning Deep Learning Natural Language Processing Supervised Learning 59

Pickl AI

APRIL 25, 2023

All of these subsets are not exclusive categories but are often useful when in combination. Machine Learning is one of the biggest branches of Artificial Intelligence, which focuses on enabling computers to learn from large datasets without requiring explicit programming. What is Machine Learning?

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Natural Language Processing Machine Learning 52

Precisely

NOVEMBER 20, 2023

Read Here are some of the categories of enriched data that Precisely offers: Address and property data , including highly granular information on specific properties, verified and constantly updated with the latest details. From a data science perspective, this offers tremendous advantages. Faster model training.

AI 121

AI AI Clean Data Predictive Analytics 121

Mlearning.ai

APRIL 6, 2023

✔ how to reduce the complexity and computational expensiveness of ML models ? ▶ Number of Classes : The number of classes or categories in your dataset is an essential consideration when selecting a classification algorithm. ✔ Data tells everything, you just need to take a call!! ⚠ Bonus tip ⚠ Always start with KNN!!!!!!! .

Machine Learning 52

Machine Learning Machine Learning Algorithm Decision Trees 52

Snorkel AI

OCTOBER 23, 2023

They also partnered with Snorkel to collaborate on a computer vision use case that unlocks rich information from product images. Wayfair was also looking to launch a computer vision initiative to unlock information from millions of product images using visual information extraction (VIE).

ML 64

ML ML Machine Learning Machine Learning 64