Analytics Vidhya

DECEMBER 25, 2022

Introduction There have been many recent advances in natural language processing (NLP), including improvements in language models, better representation of the linguistic structure, advancements in machine translation, increased use of deep learning, and greater use of transfer learning.

Natural Language Processing 271

Natural Language Processing Deep Learning Deep Learning Analytics 271

KDnuggets

DECEMBER 14, 2021

We have solicited insights from experts at industry-leading companies, asking: "What were the main AI, Data Science, Machine Learning Developments in 2021 and what key trends do you expect in 2022?" Read their opinions here.

Data Science 399

Data Science Analytics Analytics Machine Learning 399

Analytics Vidhya

FEBRUARY 25, 2023

In this project, we’ll dive into the historical data of Google’s stock from 2014-2022 and use cutting-edge anomaly detection techniques to uncover hidden patterns and gain insights into the stock market.

Analytics 343

Analytics Analytics Data Visualization Data Analysis 343

KDnuggets

JANUARY 25, 2022

Now in print! New edition of the bestselling original by François Chollet.

Deep Learning 360

Deep Learning Deep Learning Python 360

KDnuggets

DECEMBER 13, 2021

Also: 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022; How to Get Certified as a Data Scientist; A $9B AI Failure, Examined; AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2021 and Key Trends for 2022.

Deep Learning 348

Deep Learning Deep Learning Data Science Data Scientist 348

Analytics Vidhya

SEPTEMBER 12, 2022

The post All you Need to Know About AutoEncoders in 2022 appeared first on Analytics Vidhya. GPUs, TPUs, and other faster storage and processing mechanisms have so far successfully processed vast amounts of data in […].

Artificial Intelligence 349

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 349

KDnuggets

NOVEMBER 16, 2022

10 Cheat Sheets You Need To Ace Data Science Interview • 7 Free Platforms for Building a Strong Data Science Portfolio • The Complete Free PyTorch Course for Deep Learning • 3 Valuable Skills That Have Doubled My Income as a Data Scientist • 25 Advanced SQL Interview Questions for Data Scientists • A Data Science Portfolio That Will Land You The Job (..)

Data Science 266

Data Science Data Scientist Deep Learning Deep Learning 266

Analytics Vidhya

DECEMBER 12, 2022

The post Top 10 Guest Authors on Analytics Vidhya in 2022 appeared first on Analytics Vidhya. Not just the leading technology giants in India but medium and small-scale companies are also betting on data science to revolutionize how business operations are performed.

Analytics 342

Analytics Analytics Data Science Data Visualization 342

Analytics Vidhya

DECEMBER 15, 2021

The post A Review of 2021 and Trends in 2022 – A Technical Overview of the Data Industry! We all aged simultaneously with a never-ending pandemic turning up with new variants every now and then. Coming to data science, 2021 was a very incremental year for this […]. appeared first on Analytics Vidhya.

Data Science 358

Data Science Analytics Analytics Deep Learning 358

KDnuggets

NOVEMBER 2, 2022

The Current State of Data Science Careers • 15 Free Machine Learning and Deep Learning Books • How to Make Python Code Run Incredibly Fast • Machine Learning on the Edge • Don't Become a Commoditized Data Scientist.

Deep Learning 269

Deep Learning Deep Learning Machine Learning Machine Learning 269

Analytics Vidhya

DECEMBER 30, 2022

The post Top 10 blogs on NLP in Analytics Vidhya 2022 appeared first on Analytics Vidhya. It involves developing algorithms and models to analyze, understand, and generate human language, enabling computers to perform sentiment analysis, language translation, text summarization, and tasks. Natural language processing (NLP) is […].

Natural Language Processing 316

Natural Language Processing Analytics Analytics Computer Science 316

KDnuggets

DECEMBER 17, 2021

What AI and data analytics trends are taking the industry by storm this year? This comprehensive review highlights upcoming directions in AI to carefully watch and consider implementing in your personal work or organization.

Analytics 400

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KDnuggets

DECEMBER 15, 2021

In this issue: Building a solid data team; Stop Learning Data Science to Find Purpose and Find Purpose to Learn Data Science; AI, Analytics, Machine Learning, Data Science, Deep Learning Main Developments in 2021 and Key Trends for 2022 - Research, Technology, and Industry perspectives.

Data Science 205

Data Science Machine Learning Machine Learning Deep Learning 205

Hacker News

MARCH 5, 2024

While deep learning has enabled tremendous progress on text and image datasets, its superiority on tabular data is not clear. We contribute extensive benchmarks of standard and novel deep learning methods as well as tree-based models such as XGBoost and Random Forests, across a large number of datasets and hyperparameter combinations.

Deep Learning 132

Deep Learning Deep Learning 132

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. In 2022, we studied different strategies to achieve this, notably those based on knowledge distillation and adaptive computation.

Deep Learning 118

Deep Learning Deep Learning Algorithm ML 118

Towards AI

SEPTEMBER 10, 2023

What I’ve learned from the most popular DL course Photo by Sincerely Media on Unsplash I’ve recently finished the Practical Deep Learning Course from Fast.AI. So you definitely can trust his expertise in Machine Learning and Deep Learning. Luckily, there’s a handy tool to pick up Deep Learning Architecture.

Deep Learning 124

Deep Learning Deep Learning ML ML 124

insideBIGDATA

JUNE 23, 2023

Kaggle is a great way to gain valuable experience with data science and machine learning. The Kaggle Book by Konrad Banachewicz and Luca Massaron published in 2022, and The Kaggle Workbook by the same authors published in 2023, both from UK-based Packt Publishing, are excellent learning resources.

Data Science 468

Data Science Data Scientist Machine Learning Machine Learning 468

insideBIGDATA

AUGUST 20, 2023

Surfshark’s study examined the timeline and frequency of recorded AI incidents and found that 2023 already has more than half the number of AI incidents reported in all of 2022.

AI 195

AI AI Deep Learning Deep Learning 195

KDnuggets

MAY 18, 2022

5 Free Hosting Platform For Machine Learning Applications; Data Mesh Architecture: Reimagining Data Management; Popular Machine Learning Algorithms; Reinforcement Learning for Newbies ; Deep Learning For Compliance Checks: What's New?

Machine Learning 268

Machine Learning Machine Learning Deep Learning Deep Learning 268

KDnuggets

NOVEMBER 9, 2022

7 Tips To Produce Readable Data Science Code • 30 Resources for Mastering Data Visualization • 15 More Free Machine Learning and Deep Learning Books • Simple and Fast Data Streaming for Machine Learning Projects • The AI Education Gap and How to Close It.

Data Visualization 270

Data Visualization Data Science Machine Learning Machine Learning 270

Hacker News

SEPTEMBER 2, 2023

Comments (..)

Deep Learning 110

Deep Learning Deep Learning 110

Dataversity

DECEMBER 17, 2021

Despite extraordinary advancements in the field, machine learning (ML) and deep learning have seen slow adoption in the enterprise. However, in 2022 AI will evolve to better deliver on its promise. The post Will AI Become the Real Deal in 2022? appeared first on DATAVERSITY.

Deep Learning 98

Deep Learning Deep Learning Machine Learning Machine Learning 98

fast.ai

JULY 20, 2022

Today we’re releasing Practical Deep Learning for Coders 2022 —a complete from-scratch rewrite of fast.ai’s most popular course, that’s been two years in the making. Previous fast.ai courses have been studied by hundreds of thousands of students, from all walks of life, from all parts of the world.

Deep Learning 59

Deep Learning Deep Learning 59

Analytics Vidhya

APRIL 29, 2024

Our way of working has completely changed after the inception of OpenAI’s ChatGPT in 2022. Introduction In 2018, when we were contemplating whether AI would take over our jobs or not, OpenAI put us on the edge of believing that. But is it a threat or a boon?

Analytics 318

Analytics Analytics AI AI 318

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 145

Big Data Big Data Natural Language Processing Internet of Things 145

ML @ CMU

JANUARY 2, 2025

We hypothesize that this architecture enables higher efficiency in learning the structure of natural tasks and better generalization in tasks with a similar structure than those with less specialized modules. 2022 ; Mittal et al., Previous works ( Goyal et al.,

Deep Learning 336

Deep Learning Deep Learning AI AI 336

Flipboard

NOVEMBER 6, 2024

We developed and validated a deep learning model designed to identify pneumoperitoneum in computed tomography images. Delays or misdiagnoses in detecting pneumoperitoneum can significantly increase mortality and morbidity. External validation included 480 scans from Cedars-Sinai Medical Center. and a specificity of 0.97–0.99

Deep Learning 87

Deep Learning Deep Learning Algorithm ML 87

PyImageSearch

JANUARY 30, 2023

This last blog of the series will cover the benefits, applications, challenges, and tradeoffs of using deep learning in the education sector. To learn about Computer Vision and Deep Learning for Education, just keep reading. As soon as the system adapts to human wants, it automates the learning process accordingly.

Deep Learning 90

Deep Learning Deep Learning AI AI 90

Google Research AI blog

FEBRUARY 14, 2023

As we do this, we’re transforming robot learning into a scalable data problem so that we can scale learning of generalized low-level skills, like manipulation. In this blog post, we’ll review key learnings and themes from our explorations in 2022.

Algorithm 139

Algorithm System Architecture Deep Learning Deep Learning 139

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

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. In 2022, the Quantum AI team used this approach to observe the first experimental evidence of multiple microwave photons in a bound state using superconducting qubits.

ML 105

ML ML Database Machine Learning 105

Smart Data Collective

OCTOBER 13, 2021

Over time, it is true that artificial intelligence and deep learning models will be help process these massive amounts of data (in fact, this is already being done in some fields). The post Biggest Trends in Data Visualization Taking Shape in 2022 appeared first on SmartData Collective.

Data Visualization 145

Data Visualization Big Data Big Data Predictive Analytics 145

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

insideBIGDATA

NOVEMBER 10, 2023

Startup company valuation expectations among backers, however, are significantly lower than in 2022.

AI 243

AI AI Deep Learning Deep Learning 243

insideBIGDATA

MAY 14, 2023

DDN®, a leader in artificial intelligence (AI) and multi-cloud data management solutions, announced that it has sold more AI storage appliances in the first four months of 2023 than it had for all of 2022.

Machine Learning 243

Machine Learning Machine Learning Cloud Data Artificial Intelligence 243

Machine Learning Mastery

DECEMBER 30, 2022

Last Updated on December 30, 2022 Logistic regression is a type of regression that predicts the probability of an event. It is used for classification problems and has many applications in the fields of machine learning, artificial intelligence, and data mining.

Data Mining 245

Data Mining Data Mining Data Mining Artificial Intelligence 245

Machine Learning Mastery

DECEMBER 30, 2022

Last Updated on December 30, 2022 In the previous session of our PyTorch series, we demonstrated how badly initialized weights can impact the accuracy of a classification model when mean square error (MSE) loss is used. We noticed that the model didn’t converge during training and its accuracy was also significantly reduced.

Deep Learning 240

Deep Learning Deep Learning 240