KDnuggets

JANUARY 21, 2020

This article will demonstrate explainability on the decisions made by LightGBM and Keras models in classifying a transaction for fraudulence, using two state of the art open source explainability techniques, LIME and SHAP.

Deep Learning 115

Deep Learning 115

ProjectPro

NOVEMBER 30, 2021

Deep learning was developed in the early 1940s to mimic the neural networks of the human brain. However, in the last few decades, deep learning has unleashed itself into the world. 85% of data science platform vendors have the first version of deep learning in products. What does a Deep Learning Engineer do?

Deep Learning 52

Deep Learning Engineering Machine Learning Programming Language 52

U-Next

AUGUST 16, 2022

Introduction: About Deep Learning Python. Initiatives based on Machine Learning (ML) and Artificial Intelligence (AI) are what the future has in store. What Is Deep Learning Python? Python is also intriguing to many developers since it is simple to learn. Deep Learning’s Top Python Libraries.

Deep Learning 52

Deep Learning Python Programming Language Machine Learning 52

KDnuggets

DECEMBER 11, 2019

AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments and Key Trends; Down with technical debt! Clean #Python for #DataScientists; Calculate Similarity?-?the the most relevant Metrics in a Nutshell.

Deep Learning 54

Deep Learning Machine Learning Data Science Python 54

Cloudera

NOVEMBER 3, 2021

Thanks to pioneers like Andrew NG and Fei-Fei Li, GPUs have made headlines for performing particularly well with deep learning techniques. Today, deep learning and GPUs are practically synonymous. While deep learning is an excellent use of the processing power of a graphics card, it is not the only use.

Deep Learning 117

Deep Learning Data Science Machine Learning Python 117

Cloudera

AUGUST 20, 2020

2020 may well go down as the year where what seems impossible today, did become possible tomorrow. UOB used deep learning to improve detection of procurement fraud, thereby fighting financial crime. It’s been a year filled with disruption and uncertainty.

Banking 121

Banking Data Science Machine Learning Deep Learning 121

Data Engineering Podcast

JUNE 8, 2020

You’ll build up your portfolio of machine learning projects and gain hands-on experience in writing machine learning algorithms, deploying models into production, and managing the lifecycle of a deep learning prototype.

Data Management 100

Data Management Management Machine Learning Portfolio 100

Cloudera

OCTOBER 5, 2020

Cloudera announced today a new collaboration with NVIDIA that will help Cloudera customers accelerate data engineering, analytics, machine learning and deep learning performance with the power of NVIDIA GPU computing across public and private clouds.

Cloud 93

Cloud Business Analyst Deep Learning Machine Learning 93

Knowledge Hut

DECEMBER 27, 2023

AR/VR Engineers: According to Hired, the demand for engineers in the field of augmented reality/virtual reality (AR/VR) increased by 1400% in 2020. Engineers in cybersecurity are in greater demand than ever in 2020, up 49%. Find out more about the various kinds of highest-paid software engineer skills: 1.

Software Engineering 98

Software Engineering Software Engineer Engineering Programming Language 98

KDnuggets

JANUARY 13, 2020

The new technique can really improve how deep learning models are trained at scale.

Deep Learning 106

Deep Learning 106

KDnuggets

JANUARY 20, 2020

The agenda for Deep Learning World 2020 in Las Vegas, May 31-Jun 4, has been released. Use code KDNUGGETS for a 15% discount on your ticket.

Deep Learning 49

Deep Learning Coding 49

KDnuggets

DECEMBER 16, 2019

Also: Plotnine: Python Alternative to ggplot2; AI, Analytics, Machine Learning, Data Science, Deep Learning Technology Main Developments in 2019 and Key Trends for 2020; Moving Predictive Maintenance from Theory to Practice; 10 Free Top Notch Machine Learning Courses; Math for Programmers!

Machine Learning 52

Machine Learning Data Science Deep Learning Building 52

KDnuggets

DECEMBER 11, 2019

We asked top experts: What were the main developments in AI, Data Science, Deep Learning, and Machine Learning Research in 2019, and what key trends do you expect in 2020?

Machine Learning 49

Machine Learning Deep Learning Data Science Data 49

ProjectPro

APRIL 17, 2015

The number of connected devices to the Internet is anticipated to be more than 25 billion by the year 2020, according to Gartner. Let’s hope for some innovative hit in deep learning to real time business situations by end of 2015. Internet of Things connects conventional devices and products to the web for analysis.

Big Data 52

Big Data Data Analysis NoSQL Deep Learning 52

KDnuggets

JANUARY 22, 2020

5 Key Reasons Why Data Scientists Are Quitting their Jobs; My Pandas Cheat Sheet; Google Colab: Jupyter Lab on steroids (perfect for Deep Learning); Top 5 Must-have Data Science Skills.

Deep Learning 92

Deep Learning Data Science Data 92

Knowledge Hut

DECEMBER 26, 2023

According to reports by DICE Insights, the job of a Data Engineer is considered the top job in the technology industry in the third quarter of 2020. To understand the basics, you should focus on the following topics that answer the following questions: What is the difference between Machine Learning and Deep Learning?

Data Engineering 98

Data Engineering Data Engineer Engineering Hadoop 98

Cloudera

OCTOBER 1, 2022

It is pretty impressive just how much has changed in the enterprise machine learning and AI landscape. Thinking back to the conversations I had in late 2019, early 2020, most of the mainstream organizations I was talking to, meaning not the Facebooks and the Googles of the world, had very similar machine learning and AI journeys.

Data Governance 75

Data Governance Government Machine Learning Data Science 75

Cloudera

NOVEMBER 15, 2021

Seagate Technology forecasts that enterprise data will double from approximately 1 to 2 Petabytes (one Petabyte is 10^15 bytes) between 2020 and 2022. For example, the number of hyperscale centres is reported to have doubled between 2015 and 2020. Most of that data will be unstructured, and only about 10% will be stored.

Unstructured Data 90

Unstructured Data Pipeline-centric Database-centric Entertainment 90

KDnuggets

JANUARY 23, 2020

Visit Deep Learning World, 11-12 May in Munich, to broaden your knowledge, deepen your understanding and discuss your questions with other Deep Learning experts!

Healthcare 74

Healthcare Deep Learning 74

DataKitchen

APRIL 13, 2021

Acquired by Informatica, July 2020) . Metis Machine — Enterprise-scale Machine Learning and Deep Learning deployment and automation platform for rapid deployment of models into existing infrastructure and applications. CompactBI — TestDrive is a testing framework for your data and the processes behind them.

Consulting 120

Consulting Machine Learning Data Science Data Pipeline 120

AltexSoft

DECEMBER 15, 2021

Neural architecture search or NAS is a subset of hyperparameter tuning related to deep learning, which is based on neural networks. For example, the Model Search platform developed by Google Research can produce deep learning models that outperform those designed by humans — at least, according to experimental findings.

Machine Learning 59

Machine Learning Deep Learning Algorithm Telecommunication 59

ProjectPro

NOVEMBER 16, 2021

To help accelerate the application development process and enable more efficient and effective practical usage, developers rely on open-source AI projects to build superior deep learning-based solutions. TensorFlow TensorFlow is the leading open-source AI project for deep learning. TensorFlow 2. Detectron2 5.

Project 52

Project Deep Learning Machine Learning Algorithm 52

AltexSoft

OCTOBER 13, 2022

GPT-3 is a series of deep learning language models built by the OpenAI team — a San Francisco-based artificial intelligence research laboratory. Source: DeepFaceDrawing: Deep Generation of Face Images from Sketches. One of the papers discussing this technology is “ DeepFaceDrawing: Deep Generation of Face Images from Sketches.”

Algorithm 90

Algorithm Deep Learning Machine Learning Datasets 90

KDnuggets

DECEMBER 16, 2019

Gain an understanding of the important developments of the past year, as well as insights into what expect in 2020. It is an annual tradition for Xavier Amatriain to write a year-end retrospective of advances in AI/ML, and this year is no different.

Machine Learning 53

Machine Learning Deep Learning Healthcare IT 53

Pinterest Engineering

JANUARY 9, 2024

The next set of iterations happened by transitioning from this GBDT + logistic regression structure to a deep learning based single model, and also unlocking the ability to do Multi-Task Learning (MTL) by co-training multiple objectives together like clicks, good clicks, checkout, and add-to-cart conversions.

Machine Learning 98

Machine Learning Architecture Engineering Utilities 98

KDnuggets

JANUARY 15, 2020

This year’s NEURIPS-2019 Vancouver conference recently concluded and featured a dozen papers on disentanglement in deep learning. What is this idea and why is it so interesting in machine learning? This summary of these papers will give you initial insight in disentanglement as well as ideas on what you can explore next.

Deep Learning 53

Deep Learning Machine Learning IT 53

Knowledge Hut

APRIL 20, 2023

The Bureau of Labor Statistics projects that between 2020 and 2030, employment of information security analysts, which includes cybersecurity specialists, would increase by 33%, which is substantially faster than the average for all occupations. Cloud tool understanding in Apache Spark, AWS , Hadoop , Google Cloud, Microsoft Aure, etc.

Data Science 52

Data Science Computer Science Healthcare Recruitment 52

Engineering at Meta

MARCH 9, 2023

The project was originally created by Meta in 2020 and is under continued development in collaboration with Ahana, along with other open source contributors. TorchArrow TorchArrow is a dataframe Python library for data preprocessing in deep learning, and part of the PyTorch project. Gluten’s codebase is available on GitHub.

Engineering 76

Engineering Java Data Ingestion Bytes 76

ProjectPro

JANUARY 19, 2022

As per a 2020 report by DICE, data engineer is the fastest-growing job role and witnessed 50% annual growth in 2019. The report also mentioned that big tech giants like Amazon and Accenture are willing to dig a deep hole in their pockets for hiring skilled data engineers. For machine learning, an introductory text by Gareth M.

Data Engineer 52

Data Engineer Data Engineering Engineering Amazon Web Services 52

Knowledge Hut

JANUARY 16, 2024

Look at the stats that show a positive trend for machine learning projects and careers. million jobs in machine learning would be available across the globe by 2020. For achieving this, the following concepts are essential for a machine learning engineer: Fourier transforms Music theory TensorFlow 8.

Machine Learning 98

Machine Learning Engineering Programming Language Algorithm 98

Knowledge Hut

NOVEMBER 3, 2023

Enroll in Artificial Intelligence Engineering Bootcamp to learn machine learning, deep learning, computer vision, NLP, generative AI, prompt engineering, ChatGPT, and more. Proficiencies in sought-after areas like Natural Language Processing and Deep Learning often translate into more competitive compensation packages.

Deep Learning 52

Deep Learning Education Machine Learning Certification 52

ProjectPro

JANUARY 20, 2022

These statistics show that it's a perfect time to pursue a career in machine learning and artificial intelligence. Companies will need to search for candidates with machine learning, natural language processing, AI integration, etc., Deep learning and computer vision-related careers may demand higher degrees.

Machine Learning 52

Machine Learning Deep Learning Algorithm Programming Language 52

ProjectPro

MARCH 29, 2021

‘Man and machine together can be better than the human’ All thanks to deep learning frameworks like PyTorch, Tensorflow, Keras, Caffe, and DeepLearning4j for making machines learn like humans with special brain-like architectures known as Neural Networks.

Deep Learning 40

Deep Learning Machine Learning Programming Language Python 40

ProjectPro

JULY 21, 2021

As per the Future of Jobs Report released by the World Economic Forum in October 2020, humans and machines will be spending an equal amount of time on current tasks in the companies, by 2025. Good knowledge of commonly used machine learning and deep learning algorithms. This dataset has two columns: text and language.

Coding 52

Coding Project Deep Learning Algorithm 52

U-Next

OCTOBER 28, 2022

The Best App of 2020 award was presented to it by Google Play. The Myelin Foundry team has also been awarded a NASSCOM Emerge 50 Award 2020 in the enterprise category. Regular users have reported a 40% reduction in symptoms of depression in their self-reports after using the startup for a month. Happiest Minds. 13 thousand crores.

Machine Learning 52

Machine Learning Algorithm Technology Deep Learning 52

ProjectPro

OCTOBER 5, 2018

billion by 2020 growing a a compound annual growth rate of 70.8% from 2014 to 2020.With LinkedIn’s open-source project Tony aims at scaling and managing deep learning jobs in Tensorflow using YARN scheduler in Hadoop.Tony uses YARN’s resource and task scheduling system to run Tensorflow jobs on a Hadoop cluster.

Hadoop 40

Hadoop BI Big Data MongoDB 40

Knowledge Hut

DECEMBER 27, 2023

Hence, between 2020-2030 the employment of software developers is expected to increase by 22.2%. Many industries, such as medicine, business, technology, defense, aerospace, marketing, and manufacturing, need a team of software developers to ensure their businesses' maximum performance and introduce innovative software and technologies.

Medical 98

Medical Programming Language Amazon Web Services Entertainment 98