KDnuggets

MARCH 19, 2020

Many cloud providers, and other third-party services, see the value of a Jupyter notebook environment which is why many companies now offer cloud hosted notebooks that are hosted on the cloud. Let's have a look at 3 such environments.

Deep Learning 144

Deep Learning Cloud Python 144

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 46

Deep Learning Machine Learning Data Science Python 46

KDnuggets

JANUARY 8, 2020

The standard job description for a Data Scientist has long highlighted skills in R, Python, SQL, and Machine Learning. With the field evolving, these core competencies are no longer enough to stay competitive in the job market.

Data Science 156

Data Science Machine Learning SQL Python 156

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 94

Deep Learning 94

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

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

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 45

Deep Learning Coding 45

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

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 45

Machine Learning Deep Learning Data Science Data 45

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 92

Cloud Business Analyst Deep Learning Machine Learning 92

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 45

Machine Learning Data Science Deep Learning Building 45

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 74

Data Governance Government Machine Learning Data Science 74

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 Deep Learning Data Science Machine Learning 121

Striim

NOVEMBER 18, 2022

The hospital management uses real-time data from EHRs and machine learning algorithms for creating classifiers (a deep-learning algorithm that can categorize data into relevant categories) to identify when a patient’s health worsens due to sepsis.

Healthcare 52

Healthcare Hospitality Medical Electronics 52

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

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

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

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

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

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 89

Unstructured Data Pipeline-centric Database-centric Entertainment 89

U-Next

SEPTEMBER 23, 2022

According to the Bureau of Labor Statistics , computer and information research jobs, including Data Scientist positions, are projected to grow 22% between 2020 and 2030. . Deep Learning . An artificial neural network, or an ANN, is used to perform deep learning, specifically a convolutional neural network.

Machine Learning 40

Machine Learning Banking Deep Learning Algorithm 40

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

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

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 67

Healthcare Deep Learning 67

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 93

Machine Learning Architecture Engineering Utilities 93

Knowledge Hut

MARCH 19, 2024

Select EC2 accelerated computing instances if you require a lot of processing power and GPU capability for deep learning and machine learning. Challenge Early in 2020, COVID-19 was discovered, and telemedicine services were used to lessen the strain on hospital infrastructure.

AWS 52

AWS Amazon Web Services Hospitality Cloud Computing 52

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 46

Machine Learning Deep Learning Healthcare IT 46

U-Next

SEPTEMBER 29, 2022

Recent data shows that the business market for artificial intelligence during 2020 was valued at $51.08 Learn concepts like ML on Big Data, Cloud, Cyber Security IoT -An IoT cloud is a massive network that supports IoT devices and applications. The business market for artificial intelligence is projected to be over $640.3

Machine Learning 40

Machine Learning Education Computer Science Python 40

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

ProjectPro

NOVEMBER 24, 2021

In 2020, it ranked at number three, but it has stepped up again to number two in the current year, 2021. Knowledge of machine learning algorithms and deep learning algorithms. It is easier to learn data science if you have a master’s degree in statistics. What are the requirements to learn machine learning ?

Data Science 52

Data Science Consulting Machine Learning Software Engineering 52

U-Next

SEPTEMBER 7, 2022

billion in 2020 and is predicted to be worth USD 17.60 As training data increases, deep learning requires scalability. The Global Data-Warehouse-as-a-Service Market is expected to be worth USD 2,311.51 million in 2022, and USD 4,429.92 million by 2027, at a compound annual growth rate (CAGR) of 13.85%. between 2021 and 2026. .

Data Lake 52

Data Lake Data Warehouse Unstructured Data Amazon Web Services 52

ProjectPro

SEPTEMBER 6, 2021

The machine learning techniques are applicable in enhancing the security of the transactions by detecting the possibilities of fraud in advance. Deep learning solutions using Python or R programming language can predict fraudulent behavior. and customize the content as per the customer's likings and preferences.

Machine Learning 52

Machine Learning Retail Healthcare Algorithm 52

ProjectPro

DECEMBER 10, 2021

In fact, as per a report by the Bureau of Labor Statistics, the jobs for BI analysts are expected to rise by 14% between the years 2020 and 2030. Along with that, deep learning algorithms and image processing methods are also used over medical reports to support a patient’s treatment better.

Business Intelligence 52

Business Intelligence Coding Project BI 52

ProjectPro

FEBRUARY 16, 2022

Early in 2020, when Myntra launched its visual product search for the first time, it created waves in e-commerce. The 19 layers deep convolutional neural network did not follow the ongoing trend of using high dimensional convolutional layers but instead used simple 3x3 convolutional layers. PREVIOUS NEXT <

Architecture 52

Architecture Deep Learning Banking Datasets 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

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

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 50

Deep Learning Machine Learning IT 50