DrivenData Labs

JUNE 19, 2025

These problems require a diverse skillset, drawing from fields like computer vision, sequence modeling, generative models, and working with 3D mesh data. This also involves techniques like non-linear optimization and graph algorithms. Have you read any good books or articles recently? It's a book about symmetry in our world.

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Hacker News

JULY 1, 2025

Sign In Sign Up Communications of the ACM About Us Frequently Asked Questions Contact Us Follow Us CACM on Twitter CACM on Reddit CACM on LinkedIn News Architecture and Hardware An Algorithm for a Better Bookshelf Managing the strategic positioning of empty spaces. Blelloch described it as “a very elegant result.”

Algorithm 123

Algorithm Computer Science Computer Science Artificial Intelligence 123

ODSC - Open Data Science

JUNE 12, 2025

A Princeton graduate with a degree in Computer Science, Jerry is passionate about building tools that enable developers to create scalable, intelligent LLM-powered systems. She is the co-author of Graph Algorithms and Knowledge Graphs from O’Reilly, and a contributor to Massive Graph Analytics (Routledge) and AI on Trial (Bloomsbury).

Machine Learning 52

Machine Learning Machine Learning AI AI 52

O'Reilly Media

NOVEMBER 26, 2024

Beyond the out-of-control cost, there is evidence that degrees do not map to the skills needed in today’s job market, and there’s an increasing disconnect—particularly in computer science—between the skills employers want and the skills colleges teach. And too many companies fail because they can’t question their own assumptions.

Cloud Computing 114

Cloud Computing AWS Azure Machine Learning 114

PyImageSearch

JANUARY 20, 2025

This algorithm takes advantage of the frequency of occurrence of each data item (e.g., Huffman encoding is a prime example of a lossless compression algorithm. Huffman encoding is a widely used lossless data compression algorithm. Or requires a degree in computer science? What Is Huffman Encoding?

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Deep Learning Deep Learning Algorithm Computer Science 113

Hacker News

JUNE 7, 2025

Williams proof relies on a space-efficient tree evaluation algorithm by James Cook and Ian Mertz from last years STOC conference. Cook and Mertzs algorithm builds on earlier work on catalytic computing, highlighted in a recent Quanta article. Williams then applies the tree evaluation algorithm of Cook and Mertz.

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Algorithm Computer Science Computer Science Big Data 108

PyImageSearch

MARCH 3, 2025

This branch of mathematics is particularly important in the context of optimization algorithms, which are used to fine-tune machine learning models to achieve the best possible performance. This important property is the basis of all gradient-based optimization algorithms in machine learning (as we will see later in this post).

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Machine Learning Machine Learning Deep Learning Deep Learning 62

Hacker News

JULY 1, 2025

I hold a Master’s in Computer Science and have published research in AI. I'm known in the Rails world for my writing (including a book) on the Hotwire stack. I am also an improvisational pianist, published poet, and I've created novel algorithms and tools for studying and composing both music and poetry.

Python 56

Python AWS SQL ML 56

Dataconomy

MARCH 10, 2025

Knowledge engineering combines principles from computer science and artificial intelligence to create systems that emulate the reasoning of human experts. Inference making: Using algorithms to draw conclusions based on the knowledge base. What is knowledge engineering?

Artificial Intelligence 91

Artificial Intelligence Artificial Intelligence Computer Science Computer Science 91

PyImageSearch

APRIL 21, 2025

Gram-Schmidt Process for QR Factorization The Gram-Schmidt algorithm ( Figure 4 ) is a method for obtaining the QR factorization of a matrix by orthogonalizing its columns. Gram-Schmidt Algorithm Given a matrix with columns , the goal is to decompose into an orthogonal matrix and an upper triangular matrix. 0.82807867 2.76026224] [ 0.

Deep Learning 82

Deep Learning Deep Learning Python Algorithm 82

How to Learn Machine Learning

APRIL 8, 2025

TLDR: In this article we will explore machine learning definitions from leading experts and books, so sit back, relax, and enjoy seeing how the field’s brightest minds explain this revolutionary technology! ” What makes Chollet’s definition stand out among other definitions is the inclusion of art alongside science.

Machine Learning 75

Machine Learning Machine Learning Deep Learning Deep Learning 75

AWS Machine Learning Blog

APRIL 30, 2025

Accor Group , a major hospitality company that developed a generative AI-powered booking application, showcased how, even when working with new technologies like generative AI, fundamental software development principles remain a must-have. He holds a PhD in Mathematics & Computer Science on large-scale data management.

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Flipboard

APRIL 1, 2025

Through logic-based algorithms and mathematical validation, Automated Reasoning checks validate LLM outputs against domain knowledge encoded in the Automated Reasoning policy to help prevent factual inaccuracies. Applied Scientist in the Automated Reasoning Group and holds a PhD in Computer Science. Nafi Diallo is a Sr.

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AWS AI AI Computer Science 164

Flipboard

JUNE 18, 2025

And the other unspoken superpower often not mentioned except in furtive whispers is “Cracking the LinkedIn Algorithm Code”. 1: Andrew Ng He is the co-founder of Coursera and founder of DeepLearning.AI , and an Adjunct Professor at Stanford University’s Computer Science Department. They teach. They question.

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ODSC - Open Data Science

MARCH 18, 2025

Allen Downey, PhD, Principal Data Scientist at PyMCLabs Allen is the author of several booksincluding Think Python, Think Bayes, and Probably Overthinking Itand a blog about data science and Bayesian statistics. in computer science from the University of California, Berkeley; and Bachelors and Masters degrees fromMIT.

Data Science 64

Data Science Machine Learning Machine Learning Data Scientist 64

Hacker News

JULY 1, 2025

If you want to work on operating production critical databases in the cloud on k8s + write data-driven algorithms for autoscaling, consider applying! Fun engineering challenges: These include complex distributed systems, low-latency algorithms & infrastructure, and modeling sales calls with large language models.

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Python AWS ML ML 78

Hacker News

JUNE 29, 2025

books, courses, etc) reply jesse__ 8 hours ago | root | parent | next [–] Voxel engines are interesting because they're very much an area of active research. From a dev perspective this area has a ton of super interesting algorithmic / math / data structure applications, and computational geometry has always been special to me.

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AI AI Database Python 82

Hacker News

JANUARY 24, 2025

The library sorting problem is used across computer science for organizing far more than just books. A new solution is less than a page-width away from the theoretical ideal.

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Algorithm Computer Science Computer Science 181

Data Science Dojo

JUNE 4, 2024

While the digital world promotes the use of machines to to learn and create new things, the need and importance of books has always remained constant. Hence, books on AI and other technological developments remain important for the basics and more. What is Meant by Books on AI?

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Artificial Intelligence Artificial Intelligence AI AI 195

DrivenData Labs

MAY 18, 2023

I am a graduate student in Computer Science at UMass Amherst working with Gerome Miklau and Dan Sheldon. In 2022, my colleagues and I at UMass released AIM , a novel algorithm for differentially private synthetic data generation which outperforms many of the existing mechanisms across high-dimensional datasets.

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Data Science Data Scientist Machine Learning Machine Learning 247

Hacker News

JUNE 9, 2025

Posted by gasarch at 9:23 AM Email This BlogThis! International License.

Computer Science 116

Computer Science Computer Science Big Data Big Data 116

Flipboard

JANUARY 2, 2025

Users of Grab, the Philippines most popular ride-hailing app, are at the mercy of an opaque algorithm that calculates service prices. When they book

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Algorithm AI AI Computer Science 153

Hacker News

JUNE 9, 2023

Most modern animators rely on computer graphics and visualization techniques to create popular movies and TV shows like Finding Dory , Toy Story , and Paw Patrol. In the 1960s and ’70s, computer science pioneers David Evans and IEEE Life Member Ivan E. IEEE Milestone Dedication: Utah Computer Graphics youtu.be

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Computer Science Computer Science Algorithm 157

Data Science Dojo

JULY 4, 2023

Generative AI harnesses deep learning algorithms to generate human-like data in response to user input. This technology finds applications in NLP, computer vision, autonomous driving, robotics, and more. Discover Quality Resources : Explore a variety of resources like online courses, books, and tutorials. Automate tasks?

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Pickl AI

JANUARY 13, 2025

Summary: This curated list of 20 Artificial Intelligence books for beginners highlights foundational concepts, coding practices, and ethical insights. This blog highlights the 20 best Artificial Intelligence books tailored for newcomers, offering practical insights, ethical considerations, and real-world applications.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 52

Hacker News

MAY 6, 2023

Organized by John McCarthy , Marvin Minsky , Claude Shannon , and Nathaniel Rochester , it brought together a few dozen of the leading thinkers in AI, computer science, and information theory to map out future paths for investigation. A group photo [shown above] captured seven of the main participants. Where Was the Photo Taken?

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AI AI Artificial Intelligence Artificial Intelligence 166

PyImageSearch

JUNE 12, 2023

Home Table of Contents DETR Breakdown Part 2: Methodologies and Algorithms The DETR Model ?️ Summary Citation Information DETR Breakdown Part 2: Methodologies and Algorithms In this tutorial, we’ll learn about the methodologies applied in DETR. 2020) propose the following algorithm. Object Detection Set Prediction Loss ?

Algorithm 62

Algorithm Deep Learning Deep Learning Computer Science 62

Towards AI

FEBRUARY 15, 2024

Coding, algorithms, statistics, and big data technologies are especially crucial for AI engineers. Soft skills are important in computer science careers as well. CAIE™’s self-paced learning format enables candidates to learn through study books, hands-on videos with practice code, and eLearning materials with workshops.

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Artificial Intelligence Artificial Intelligence AI AI 111

ODSC - Open Data Science

MARCH 3, 2023

As newer fields emerge within data science and the research is still hard to grasp, sometimes it’s best to talk to the experts and pioneers of the field. Recently, we spoke with Pedro Domingos, Professor of computer science at the University of Washington, AI researcher, and author of “The Master Algorithm” book.

Machine Learning 52

Machine Learning Machine Learning Algorithm Data Science 52

ODSC - Open Data Science

JANUARY 26, 2023

The next installment in ODSC’s popular lightning interview series will feature Pedro Domingos, Professor Emeritus of Computer Science at the University of Washington and recipient of the SIGKDD Innovation Award. by Judea Pearl, author of The Book of Why, Professor of Computer Science at UCLA and winner of the A.

Computer Science 52

Computer Science Computer Science Algorithm Machine Learning 52

PyImageSearch

MAY 8, 2023

You could write an algorithm that predicts the sales of comic books, and your model works well and produces high-accuracy predictions, but you need to know why. Or maybe it’s the opposite, your algorithm predicts completely wrong sales figures, and you need to figure out why. Disney+ has shows about comic book characters.

Machine Learning 113

Machine Learning Machine Learning Deep Learning Deep Learning 113

Data Science Dojo

SEPTEMBER 19, 2023

Read the Top 10 Statistics Books for Data Science Geometry and Topology 7. Information theory is used in many different areas of communication, computer science, and statistics. It is also used in everyday life, such as when designing data compression algorithms and communication protocols.

Computer Science 195

Computer Science Computer Science Data Science Algorithm 195

O'Reilly Media

APRIL 5, 2023

That’s because AI algorithms are trained on data. And it’s safe to say that most AI algorithms are trained on datasets that are significantly older. Author’s note: Julia Stoyanovich is the co-author of a five-volume comic book on AI that can be downloaded free from GitHub. You turned left or right. Your coat was red or blue.

Algorithm 128

Algorithm AI AI Computer Science 128

How to Learn Machine Learning

AUGUST 12, 2024

According to SEO Toronto Experts , AI engineers work on creating algorithms, building advanced techniques for data processing, and improving the reliability and performance of AI systems to ensure they solve problems that are complex in nature and efficiently optimize their operations. Then, what does an AI Engineer do?

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Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 64

Dataconomy

MAY 2, 2023

They design, develop, and deploy the machine learning algorithms that power everything from self-driving cars to personalized recommendations. They are the driving force behind the artificial intelligence revolution, creating new opportunities and possibilities that were once the stuff of science fiction. They build the future.

ML 110

ML ML Machine Learning Machine Learning 110

Pickl AI

JANUARY 27, 2025

Introduction Array are fundamental data structure in computer science, widely used for storing collections of data. In programming, arrays are essential for tasks ranging from simple data storage to implementing complex algorithms. They allow programmers to manage and manipulate data efficiently.

Computer Science 52

Computer Science Computer Science Algorithm Database 52

PyImageSearch

OCTOBER 21, 2024

One such technique is the Isolation Forest algorithm, which excels in identifying anomalies within datasets. In this tutorial, you will learn how to implement a predictive maintenance system using the Isolation Forest algorithm — a well-known algorithm for anomaly detection. And Why Anomaly Detection?

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