KDnuggets

AUGUST 22, 2022

Machine Learning Algorithms Explained in Less Than 1 Minute Each • Free Python Automation Course • Free Python Crash Course • The 5 Hardest Things to Do in SQL • 16 Essential DVC Commands for Data Science • 12 Essential VSCode Extensions for Data Science • Parallel Processing Large • File in Python • Linear Algebra for Data Science.

Machine Learning 272

Machine Learning Machine Learning Algorithm Data Science 272

KDnuggets

MAY 17, 2022

Also: 9 Free Harvard Courses to Learn Data Science in 2022; Free University Data Science Resources; Top Programming Languages and Their Uses; Naïve Bayes Algorithm: Everything You Need to Know.

Decision Trees 206

Decision Trees Algorithm Data Science 206

Dataconomy

AUGUST 13, 2024

trillion in April 2022, according to the Bank for International Settlements (BIS). The Rise of Algorithmic FX Trading One of the most significant applications of data science in FX trading is the development of algorithmic trading strategies.

Algorithm 186

Algorithm Data Science Machine Learning Machine Learning 186

KDnuggets

JUNE 22, 2022

Primary Supervised Learning Algorithms Used in Machine Learning; Top 15 Books to Master Data Strategy; Top Data Science Podcasts for 2022; Prepare Your Data for Effective Tableau & Power BI Dashboards; Generate Synthetic Time-series Data with Open-source Tools.

Supervised Learning 227

Supervised Learning Machine Learning Machine Learning Power BI 227

Google Research AI blog

FEBRUARY 7, 2023

The explosion in deep learning a decade ago was catapulted in part by the convergence of new algorithms and architectures, a marked increase in data, and access to greater compute. Below, we highlight a panoply of works that demonstrate Google Research’s efforts in developing new algorithms to address the above challenges.

Deep Learning 118

Deep Learning Deep Learning Algorithm ML 118

KDnuggets

JUNE 1, 2022

The Complete Collection of Data Science Books - Part 2; Data Science Projects That Will Land You The Job in 2022; How to Become a Machine Learning Engineer; Dynamic Time Warping Algorithm in Time Series, Explained; Free Data Engineering Courses.

Data Science 209

Data Science Machine Learning Machine Learning Data Engineering 209

KDnuggets

FEBRUARY 23, 2022

The Complete Collection of Data Science Cheat Sheets - Part 2; An Easy Guide to Choose the Right Machine Learning Algorithm; How to Become a Successful Data Science Freelancer in 2022; Essential Machine Learning Algorithms: A Beginner’s Guide; Orchestrate a Data Science Project in Python With Prefect.

Machine Learning 212

Machine Learning Machine Learning Data Science Algorithm 212

KDnuggets

JUNE 27, 2022

Also: Decision Tree Algorithm, Explained; 15 Python Coding Interview Questions You Must Know For Data Science; Naïve Bayes Algorithm: Everything You Need to Know; KDnuggets Top Posts for May 2022: 9 Free Harvard Courses to Learn Data Science in 2022.

Data Science 351

Data Science Decision Trees Algorithm Python 351

Flipboard

DECEMBER 27, 2023

As skiers schussed and swerved in a snow park outside Beijing during the 2022 Winter Olympics, a few may have noticed a string of towers along the way. If, however, the surveillance system fines one neglectful neighbor more than another because its algorithm favors one skin color or clothing style over another, opinions could change.

Algorithm 181

Algorithm Internet of Things AI AI 181

KDnuggets

MAY 30, 2022

Also: Decision Tree Algorithm, Explained; Data Science Projects That Will Land You The Job in 2022; The 6 Python Machine Learning Tools Every Data Scientist Should Know About; Naïve Bayes Algorithm: Everything You Need to Know.

Data Science 400

Data Science Decision Trees Data Scientist Machine Learning 400

KDnuggets

FEBRUARY 14, 2022

Also: How to Learn Math for Machine Learning; 7 Steps to Mastering Machine Learning with Python in 2022; Top Programming Languages and Their Uses; The Complete Collection of Data Science Cheat Sheets – Part 1.

Decision Trees 271

Decision Trees Algorithm Machine Learning Machine Learning 271

Towards AI

NOVEMBER 16, 2024

Keswani’s Algorithm introduces a novel approach to solving two-player non-convex min-max optimization problems, particularly in differentiable sequential games where the sequence of player actions is crucial. Keswani’s Algorithm: The algorithm essentially makes response function : maxy∈{R^m} f (.,

Algorithm 77

Algorithm ML ML AI 77

Hacker News

SEPTEMBER 6, 2024

Knowing and recognizing these squares can be useful for mental multiplication (in some cases), factoring expressions and even algorithms for mentally calculating square roots of arbitrary numbers! However, recently I thought maybe I would want to extend my knowledge of perfect squares up to 100^2 = 10000.

Algorithm 150

Algorithm 150

insideBIGDATA

JANUARY 13, 2024

Algorithmiq, a scaleup developing quantum algorithms to solve the most complex problems in life sciences, has successfully run one of the largest scale error mitigation experiments to date on IBM’s hardware. This achievement positions them, with IBM, as front runners to reach quantum utility for real world use cases.

Algorithm 293

Algorithm 293

KDnuggets

JULY 20, 2022

14 Essential Git Commands for Data Scientists • Statistics and Probability for Data Science • 20 Basic Linux Commands for Data Science Beginners • 3 Ways Understanding Bayes Theorem Will Improve Your Data Science • Learn MLOps with This Free Course • Primary Supervised Learning Algorithms Used in Machine Learning • Data Preparation with SQL Cheatsheet. (..)

Data Science 385

Data Science Supervised Learning Data Preparation Data Scientist 385

KDnuggets

JULY 27, 2022

Calculus for Data Science • Real-time Translations with AI • Using Numpy's argmax() • Using the apply() Method with Pandas DataFrames • An Introduction to Hill Climbing Algorithm in AI.

Algorithm 336

Algorithm Data Science AI AI 336

Flipboard

NOVEMBER 13, 2024

The new system was deployed in the barrel of the ECAL in 2022 and in the endcaps in 2023. Such real-time capability is essential in the fast-paced LHC environment for quick detection and correction of detector issues, which in turn improves the overall quality of the data.

Algorithm 110

Algorithm Data Quality Machine Learning Machine Learning 110

Hacker News

AUGUST 18, 2024

A short guide on OCaml type checker, describing the surprisingly elegant algorithm for generalization, which generalizes to first-class polymorphism, MLF and local types. Polymorphism and regions have much in common.

Algorithm 114

Algorithm 114

KDnuggets

OCTOBER 20, 2022

Free Python for Data Science Course • 7 Machine Learning Portfolio Projects to Boost the Resume • Free Algorithms in Python Course • How to Select Rows and Columns in Pandas • 5 Data Science Skills That Pay & 5 That Don't • Everything You’ve Ever Wanted to Know About Machine Learning • Free SQL and Database Course • 7 Data Analytics Interview (..)

Data Science 282

Data Science Python Machine Learning Machine Learning 282

Hacker News

JULY 26, 2023

tl;dr: part 1 explains what an explanation algorithm is, and part 2 describes an open source SQL data differ.

Algorithm 94

Algorithm SQL 94

Flipboard

FEBRUARY 26, 2023

February 27, 2023 In 2022, there was an explosion of innovation in the field of machine learning. Systems like DALL-E 2 and Whisper AI have allowed us …

Machine Learning 152

Machine Learning Machine Learning Algorithm AI 152

Smart Data Collective

DECEMBER 1, 2022

As we look ahead to 2022, there are four key trends that organizations should be aware of when it comes to big data: cloud computing, artificial intelligence, automated streaming analytics, and edge computing. This post outlines five current trends in big data for 2022 and beyond. The Rise of Streaming Analytics.

Big Data 140

Big Data Big Data Natural Language Processing Artificial Intelligence 140

Hacker News

AUGUST 22, 2024

Furthermore, a causal forest machine learning algorithm revealed divergent impacts between different types of console, with one showing smaller benefits for adolescents and females while the other showed larger benefits for adolescents. The console ownership reduced psychological distress and improved life satisfaction by 0.1–0.6

Machine Learning 181

Machine Learning Machine Learning Algorithm 181

KDnuggets

OCTOBER 31, 2022

How to Select Rows and Columns in Pandas Using [ ],loc, iloc,at and.iat • Decision Tree Algorithm, Explained • Graphs: The natural way to understand data • 7 Techniques to Handle Imbalanced Data • A Data Science Portfolio That Will Land You The Job in 2022.

Decision Trees 271

Decision Trees Data Science Algorithm 271

KDnuggets

JULY 20, 2022

Machine Learning Algorithms Explained in Less Than 1 Minute Each; Parallel Processing Large File in Python; Free Python Automation Course; How Does Logistic Regression Work?; 12 Most Challenging Data Science Interview Questions.

Machine Learning 261

Machine Learning Machine Learning Algorithm Python 261

KDnuggets

APRIL 18, 2022

Also: Decision Tree Algorithm, Explained; Naïve Bayes Algorithm: Everything You Need to Know; Why Are So Many Data Scientists Quitting Their Jobs?; Top Programming Languages and Their Uses.

Data Scientist 199

Data Scientist Decision Trees Algorithm Python 199

Applied Data Science

DECEMBER 23, 2022

Just wait until you hear what happened in 2022. In our review of 2019 we talked a lot about reinforcement learning and Generative Adversarial Networks (GANs), in 2020 we focused on Natural Language Processing (NLP) and algorithmic bias, in 202 1 Transformers stole the spotlight. In 2022 we got diffusion models ( NeurIPS paper ).

AI 130

AI AI Data Science Deep Learning 130

Flipboard

NOVEMBER 6, 2024

The model is trained on abdominal scans from Far Eastern Memorial Hospital (January 2012–December 2021) and evaluated using a simulated test set (14,039 scans) and a prospective test set (6351 scans) collected from the same center between December 2022 and May 2023. Overall, the model achieves a sensitivity of 0.81–0.83

Deep Learning 82

Deep Learning Deep Learning Algorithm ML 82

Smart Data Collective

OCTOBER 16, 2022

AI technology has helped investors make automated trades with algorithmic trading. Algorithmic trading for short-selling with AI Technology. But, there’s another way to do it, which is algorithmic trading which relies on AI algorithms. from 2022 to 2027. Algorithmic trading short-selling solutions.

Algorithm 133

Algorithm AI AI Artificial Intelligence 133

Hacker News

JUNE 15, 2023

The combination of choices for data and computation distribution creates a large design space that includes many algorithms from both the past (e.g., Cannon's algorithm) and the present (e.g.,

Algorithm 122

Algorithm 122

Google Research AI blog

FEBRUARY 14, 2023

In this blog post, we’ll review key learnings and themes from our explorations in 2022. We’re also progressing towards making our learning algorithms more data efficient so that we’re not relying only on scaling data collection.

Algorithm 139

Algorithm System Architecture Deep Learning Deep Learning 139

Google Research AI blog

FEBRUARY 21, 2023

In 2022, we leveraged recent advances in deep learning to accurately predict protein function from raw amino acid sequences. Feeding data from quantum sensors directly to quantum algorithms without going through classical measurements may provide a large advantage.

ML 105

ML ML Database Machine Learning 105

Smart Data Collective

SEPTEMBER 30, 2022

Now that we’ve marched into 2022 it’s time to recollect those talks, inspect the current market and finally understand if blockchain really brings some changes into ad tech and martech scene. The landscape of blockchain-driven solutions: from 2018 to 2022. Globally, ad fraud will most certainly cost advertisers $81 billion in 2022.

Database 137

Database Algorithm AI AI 137

Smart Data Collective

AUGUST 1, 2022

However, some have started using AI to automate many trading decisions with algorithmic trading. Algorithmic trading refers to a method of trading based on pre-programmed instructions fed to a computer. The AI algorithms that it uses can identify trading opportunities most humans would have missed. from 2022 to 2027.

Algorithm 112

Algorithm AI AI Python 112

Universe of Data Science

MARCH 12, 2023

The dce-GMDH type neural network algorithm is a heuristic self-organizing algorithm to assemble the well-known classifiers. Find out how to apply dce-GMDH algorithm for binary classification in R. Architecture of GMDH Algorithm (Dag et al., 2022), available in boot package (Canty and Ripley, 2020). respectively.

Algorithm 52

Algorithm Clean Data Data Science 52

Dataversity

JANUARY 10, 2022

A whole host of issues emerged in 2021 related to AI – from leveraging AI and automation to fill in the gaps of the shifting working landscape where mass resignations are hitting every industry and algorithms falling short on promises made by industry leaders. It was a dynamic year for those in the AI industry […].

AI 98

AI AI Algorithm Artificial Intelligence 98

Google Research AI blog

FEBRUARY 23, 2023

Commensurate with our mission to demonstrate these societal benefits , Google Research’s programs in applied machine learning (ML) have helped place Alphabet among the top five most impactful corporate research institutions in the health and life sciences publications on the Nature Impact Index in every year from 2019 through 2022.

ML 104

ML ML Deep Learning Deep Learning 104