In computer science, SUHA (Simple Uniform Hashing Assumption) is a basic assumption that facilitates the mathematical analysis of hash tables. The assumption states that a hypothetical hashing function will evenly distribute items into the slots of a hash table. Moreover, each item to be hashed has an equal probability of being placed into a slot, regardless of the other elements already placed. This assumption generalizes the details of the hash function and allows for certain assumptions about the stochastic system. (Wikipedia).
Learn computer science terminology. We'll take a dive into understanding some of the terms used in computer science and software development. The video starts with the basics and then gets more advanced. Video from Forrest Knight. Check out his channel: https://www.youtube.com/channel/UC
From playlist Computer Science Concepts
Welcome to part one of computer science terminology, where we take a dive into understanding some of the terms used in computer science and software development. We've started with the basics and will continue to get more complex as this series progresses. --------------------------------
From playlist Computer Science
Computer Basics: What Is a Computer?
Computers are all around us, and they play an important role in our lives. But what exactly is a computer? We're going to answer that question and give you an overview of some of the different types of computers you might use. 0:00 Intro 0:22 Ones and zeros 0:39 Hardware and software 1:0
From playlist Starting out with Technology
Why Study Computer Science? | College Majors | College Degrees | Study Hall
What can you do with a Computer Science major? In Computer Science you can expect to study discrete mathematics, probability and statistics, linear algebra, physics and so much more. Basically, Computer Science is the study of computer systems and how they function. If you want to dig de
From playlist Fast Guides: To Electives and Majors
Privacy-Preserving Natural Language Processing - Big Science - Module 1
For more details about this project see: https://ai.science/l/f0c69d9b-143c-4a9e-98b1-461dca8f3d67 Join our community to participate in this project (message Suhas Pai): https://join.slack.com/t/aisc-to/shared_invite/zt-f5zq5l35-PSIJTFk4v60FML177PgsPg # Join Our Global Effort: This projec
From playlist AISC - Promo
Google Workshop on Federated Learning and Analytics: Breakout Session Closing Summaries
A Google TechTalk, 2020/7/30, presented by Peter Kairouz, Marco Gruteser, and all Breakout Session Leaders ABSTRACT:
From playlist 2020 Google Workshop on Federated Learning and Analytics
Certificate Overview: Advanced Cybersecurity
More information: https://online.stanford.edu/professional-education/cybersecurity?utm_source=youtube&utm_medium=social&utm_campaign=webinar Gain vital skills needed for today’s cyber workforce. From state-of-the-art software security design principles to concrete programming techniques,
From playlist Computer Science & Cybersecurity
Unix for Programmers - My Computer Science Degree in the Real World
I took a unix for programmers in college while pursuing my computer science degree. Today as a software engineer, I want to see what was carried over from that classroom to the real world of software development. ---------------------------------------------------------- I share and docu
From playlist Computer Science
Efficient QA NeurIPS 2020 Competition: Human vs. Computer Introduction
The questions in NQ are posed by humans to computers, and the competition attracted some of the strongest and most efficient QA systems available today. However, humans also answer questions for fun and recreation and the ultimate goal of artificial intelligence is to create machines that
From playlist 2020 NeurIPS Efficient QA Competition
Open Source Computer Science Degree
In this video, I will be taking you through the various resources that make up the open-source computer science degree. The OSSU curriculum is a complete education in computer science using online materials. It's not merely for career training or professional development. It's for those wh
From playlist Ethical Hacking & Penetration Testing - Complete Course
Byzantine-Resilient High-Dimensional SGD with Local Iterations on Heterogenous Data
A Google TechTalk, 2020/7/30, presented by Deepesh Data and Suhas Diggavi, UCLA ABSTRACT: We study stochastic gradient descent (SGD) with local iterations in the presence of malicious/Byzantine clients, motivated by the federated learning. The clients, instead of communicating with the ce
From playlist 2020 Google Workshop on Federated Learning and Analytics
ChatGPT - the Chatbot that Follows Instructions - DRT S2E9
In this episode we talked about: - how things changed since 2017 with transformers; BERT based models as encoders, and GPT based models as decoders - how scaling laws for LMs got to a point where emergent mult-tasking behavior appeared beyond certain model capacities - how prompt enginee
From playlist Deep Random Talks- Season 2
Deepmind's AlphaCode - Deep Random Talks - Episode 3
Notes and resources: https://ai.science/l/c8d1cbd2-94e1-4197-a77f-e088a674dc6e@/recipes -Join our ML slack community: https://join.slack.com/t/aisc-to/shared_invite/zt-f5zq5l35-PSIJTFk4v60FML177PgsPg -Visit our website: https://ai.science -Book a 20-min AMA with Amir: https://calendly
From playlist Deep Random Talks - Season 1
Cohomology for computer science - Alex Lubotzky
https://www.math.ias.edu/seminars/abstract?event=83684
From playlist Computer Science/Discrete Mathematics
Best Laptops for Computer Science Students
Picking a laptop for your computer science degree can be a challenge. Let's break down what you need to know before buying your first laptop as a computer science student. Why Unix? --- https://tinyurl.com/y7paopyf A Quarter Century of Unix --- https://amzn.to/2P7bIHK Dell XPS on Amazon
From playlist Computer Science
A Literature Review on Deep Learning in Finance | AISC
For slides and more information on the paper, visit https://ai.science/e/a-literature-review-on-machine-learning-in-finance--PJBMDdnbGrHr0bJA2bei Speaker: Prasad Seemakurthi; Moderator: Suhas Pai Link to the survey paper: https://arxiv.org/abs/2002.05786 Abstract Computational intellig
From playlist Literature Review
Host: Suhas Pai, Stream Owner at Aggregate Intellect Speaker: Yan Nusinovich; Data Scientist @ New Energy Risk Abstract: This video provides an overview of the paper ""A Unified Architecture for NLP: Deep Neural Networks with Multitask Learning"" For more videos, see http://ai.science
From playlist Natural Language Processing
Machine Learning on Source Code - GitHub / Open AI Copilot
See related papers, repos, and other resources related to this talk in this RECIPE: https://ai.science/l/d0a204b9-5bc5-494a-b8d2-848110366849 This video goes in-depth on GitHub & Open AI's Co-Pilot pair programmer. This interview features Amir Feizpour (CEO & Co-Founder, Aggregate Intelle
From playlist Natural Language Processing
Attention is not not explanation + Character Eyes: Seeing Language through Character-Level Taggers |
For slides and more information on the paper, visit https://aisc.ai.science/events/2020-02-11 Discussion lead: Yuval Pinter Discussion facilitator(s): Suhas Pai
From playlist Natural Language Processing
Certificate Overview: Advanced Cybersecurity
More information: online.stanford.edu/advanced-cybersecurity Gain vital skills needed for today’s cyber workforce. From state-of-the-art software security design principles to concrete programming techniques, this online computer science program exposes you to expert instruction and rese
From playlist Computer Science & Cybersecurity