KDnuggets

NOVEMBER 27, 2019

Also: Deep Learning for Image Classification with Less Data; How to Speed up Pandas by 4x with one line of code; 25 Useful #Python Snippets to Help in Your Day-to-Day Work; Automated Machine Learning Project Implementation Complexities.

Coding 153

Coding Deep Learning Machine Learning Python 153

KDnuggets

SEPTEMBER 16, 2019

How to turn a typical pytorch script into a scalable d6tflow DAG for faster research & development.

Deep Learning 101

Deep Learning Python 101

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 58

Deep Learning Machine Learning Data Science Python 58

Advancing Analytics: Data Engineering

MARCH 5, 2019

applied Databricks The Friday saw Terry deliver a session on using Deep Learning to generate new sessions for SQLBits. This is a condensed version of the training day I offer on deploying machine learning models with Python, Docker and Kubernetes. That session is available to watch now.

Deep Learning 52

Deep Learning Machine Learning Big Data Data Science 52

Knowledge Hut

JANUARY 18, 2024

Data Scientists, also touted as the "sexiest job of the 21st century", have seen job postings for it rise by 256% over the year 2019. It is an interdisciplinary science with multiple approaches, and advancements in Machine Learning and deep learning are creating a paradigm shift in many sectors of the IT industry across the globe.

Data Science 98

Data Science Deep Learning Business Analyst Data Mining 98

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 55

Machine Learning Data Science Deep Learning Building 55

KDnuggets

OCTOBER 24, 2019

See how Deep Learning can help in solving one of the most commonly diagnosed cancer in women.

Deep Learning 110

Deep Learning Healthcare Python 110

LinkedIn Engineering

OCTOBER 19, 2023

There was also a growing need for multi-language support within the overall Java-prevalent teams due to emerging machine learning use cases requiring Python. By 2019, Apache Beam pipelines were powering several critical use cases, and the programming model and framework saw extensive adoption across LinkedIn teams.

Process 119

Process Lambda Architecture Kafka Machine Learning 119

DataKitchen

APRIL 13, 2021

ParallelM — Moves machine learning into production, automates orchestration, and manages the ML pipeline. Acquired by DataRobot June 2019). Metis Machine — Enterprise-scale Machine Learning and Deep Learning deployment and automation platform for rapid deployment of models into existing infrastructure and applications.

Consulting 120

Consulting Machine Learning Data Science Data Pipeline 120

KDnuggets

NOVEMBER 29, 2019

PyTorch Lightning is a lightweight framework which allows anyone using PyTorch to scale deep learning code easily while making it reproducible. In this tutorial we’ll use Huggingface's implementation of BERT to do a finetuning task in Lightning.

Deep Learning 118

Deep Learning Coding IT Python 118

Netflix Tech

NOVEMBER 13, 2023

A voice actor in the studio Our Approach to Speech and Music Activity Detection Although the application of deep learning methods has improved audio classification systems in recent years, this data driven approach for SMAD requires large amounts of audio source material with audio-frame level speech and music activity labels.

Datasets 94

Datasets Metadata Algorithm Architecture 94

ProjectPro

JANUARY 20, 2022

This makes artificial intelligence and machine learning jobs among the hottest in the world today!! The ai and machine learning job opportunities have grown by 32% since 2019, according to Linkedin’s ‘ Jobs on the Rise ’ list in 2021. Deep learning and computer vision-related careers may demand higher degrees.

Machine Learning 52

Machine Learning Deep Learning Algorithm Programming Language 52

KDnuggets

NOVEMBER 13, 2019

On KDnuggets this week: Orchestrating Dynamic Reports in Python and R with Rmd Files; How to Create a Vocabulary for NLP Tasks in Python; What is Data Science?; The Complete Data Science LinkedIn Profile Guide; Set Operations Applied to Pandas DataFrames; and much, much more.

Data Science 57

Data Science Python Data Deep Learning 57

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

JANUARY 19, 2022

Data Engineering Requirements Data Engineer Learning Path: Self-Taught Learn Data Engineering through Practical Projects Azure Data Engineer Vs AWS Data Engineer Vs GCP Data Engineer FAQs on Data Engineer Job Role How long does it take to become a data engineer? How much python should you know to become a data engineer?

Data Engineering 52

Data Engineering Data Engineer Engineering Amazon Web Services 52

Data Engineering Weekly

SEPTEMBER 3, 2023

On a similar line, Adevinta writes about Fisher, a Python package that enables Data Scientists to run straightforward hypothesis testing and to produce comprehensive reports with very few lines of code.

Data Engineering 73

Data Engineering Data Engineer Engineering Data 73

KDnuggets

OCTOBER 14, 2019

Also: Activation maps for deep learning models in a few lines of code; The 4 Quadrants of Data Science Skills and 7 Principles for Creating a Viral Data Visualization; OpenAI Tried to Train AI Agents to Play Hide-And-Seek but Instead They Were Shocked by What They Learned; 10 Great Python Resources for Aspiring Data Scientists.

Data Analysis 56

Data Analysis Deep Learning Process SQL 56

KDnuggets

AUGUST 26, 2019

Also: Deep Learning for NLP: Creating a Chatbot with Keras!; Understanding Decision Trees for Classification in Python; How to Become More Marketable as a Data Scientist; Is Kaggle Learn a Faster Data Science Education?

Deep Learning 53

Deep Learning Education Data Science SQL 53

Knowledge Hut

DECEMBER 26, 2023

Even you have seen many courses following the technology, like Machine Learning courses, Software Developer Course , Mobile Development, AI and Deep Learning Courses, etc. According to the DevTestOps Landscape Survey 2019, TestRail is the most widely used test management platform. Do you find it difficult to follow them?

Software Engineer 98

Software Engineer Software Engineering Engineering Java 98

ProjectPro

AUGUST 5, 2021

Pneumonia Detection with Python 8. Sign Language Recognition App with Python 10. Keyword Research using Python How to Launch a Career in AI ? You can use the NLTK Python library for this purpose. You can use a pre-trained machine learning model called BERT to perform this classification. Python Package: GluonNLP 4.

Project 52

Project Datasets Machine Learning Deep Learning 52

ProjectPro

JUNE 26, 2021

Here is a list of them: Use Deep learning models on the company's data to derive solutions that promote business growth. Leverage machine learning libraries in Python like Pandas, Numpy, Keras, PyTorch, TensorFlow to apply Deep learning and Natural Language Processing on huge amounts of data.

Project 40

Project Deep Learning Datasets Medical 40

Zalando Engineering

DECEMBER 5, 2018

The course is expected to launched in Q1, 2019 and will cover the following topics: - Introduction to a maintainer’s multiple roles - Open source adoption guidelines - Process to release open source - Compliance - Advocacy and stewardship - Mentorship and coaching Machine Learning meets Fashion.

PostgreSQL 52

PostgreSQL Java Machine Learning Deep Learning 52

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

Zalando Engineering

APRIL 18, 2022

In early 2019 we at Zalando decided to use AWS Step Functions for orchestrating machine learning pipelines. We addressed this problem by creating zflow, a Python tool for building machine learning pipelines. A pipeline in a zflow script is a Python object with a series of stages attached to it.

Machine Learning 52

Machine Learning AWS Software Engineering Software Engineer 52

ProjectPro

AUGUST 21, 2021

Get FREE Access to Machine Learning Example Codes for Data Cleaning, Data Munging, and Data Visualization 3) Boxplot with Seaborn Seaborn is another statistical graphics library in Python built on top of matplotlib. Explore More Data Science and Machine Learning Projects for Practice.

Coding 52

Coding Project Machine Learning Datasets 52

ProjectPro

AUGUST 28, 2021

ML Project for Medical Image Segmentation with Deep Learning This project segments medical colonoscopic images/scans and detects colon polyps present in the frames. You will learn about H20.ai You will also get to learn hyperparameters selection using Open SerachCV.

Portfolio 52

Portfolio Project Datasets Algorithm 52

KDnuggets

NOVEMBER 28, 2019

Open source is becoming the standard for sharing and improving technology. Some of the largest organizations in the world namely: Google, Facebook and Uber are open sourcing their own technologies that they use in their workflow to the public.

Data Science 160

Data Science Project Technology Data 160

KDnuggets

DECEMBER 6, 2019

Are you interested in studying machine learning over the holidays? This collection of 10 free top notch courses will allow you to do just that, with something for every approach to improving your machine learning skills.

Machine Learning 159

Machine Learning Deep Learning Python 159

Knowledge Hut

JUNE 13, 2024

Deep learning and image recognition technologies in health Data Science allow detection of minute deformities in these scanned images, helping doctors plan an effective treatment strategy. It involves communicating with research colleagues, clinicians, patients as well as the general public.

Healthcare 52

Healthcare Data Science Medical Pharmaceutical 52

Databand.ai

DECEMBER 13, 2022

Currently, Charles works at PitchBook Data and he holds degrees in Algorithms, Network, Computer Architecture, and Python Programming from Bradfield School of Computer Science and Bellevue College Continuing Education. This blended experience shows on LinkedIn, where he discusses data, Python, creativity, psychometrics, and data engineering.

Data Engineering 52

Data Engineering Data Engineer Engineering AWS 52

AltexSoft

MAY 30, 2022

Deep learning (DL) is a specific approach within machine learning that utilizes neural networks to make predictions based on large amounts of data. Deep learning enables computers to perform more complex functions like understanding human speech. It also uses the power of machine learning.

Banking 52

Banking Machine Learning Deep Learning Algorithm 52

Databand.ai

DECEMBER 29, 2022

He is also the host of the Monday Morning Data Chat podcast , an adjunct professor at the University of Utah, active in the Utah Python and data engineering communities, and the co-author of Fundamentals of Data Engineering (O’Reilly 2022). From 2015 to 2019, Cindi served as Vice President in Data and Analytics at Gartner.

BI 52

BI Consulting Data Science Data Governance 52

ProjectPro

OCTOBER 27, 2021

You could also take the moving average of the older stock prices to get a more accurate machine learning solution. Another simple machine learning algorithm for stock price prediction is Linear Regression from the sci-kit learn module in Python. What makes Python one of the best programming languages for ML Projects?

Finance 52

Finance Machine Learning Project Banking 52

ProjectPro

FEBRUARY 11, 2021

Having that designation means you can build end-to-end machine learning solutions , which is a highly marketable skill set considering the fact that it has been the fastest-growing job title in the world since 2019. But what does it actually take to achieve the designation of a machine learning engineer?

Machine Learning 40

Machine Learning Engineering Programming Language Portfolio 40

KDnuggets

SEPTEMBER 17, 2019

We identify two main groups of Data Science skills: A: 13 core, stable skills that most respondents have and B: a group of hot, emerging skills that most do not have (yet) but want to add. See our detailed analysis.

Data Science 123

Data Science Data Deep Learning Scala 123

KDnuggets

JULY 30, 2019

Data Scientists need computing power. Whether you’re processing a big dataset with Pandas or running some computation on a massive matrix with Numpy, you’ll need a powerful machine to get the job done in a reasonable amount of time.

Data Science 120

Data Science Datasets Data Process 120

ProjectPro

JULY 2, 2021

A survey conducted by Gartner revealed in 2019 that 37% of the surveyed companies have started implementing AI in their day-to-day tasks, thus signifying a 270% increase in the last four years (w.r.t. Get More Practice, More Data Science and Machine Learning Projects , and More guidance.Fast-Track Your Career Transition with ProjectPro 1.

Algorithm 40

Algorithm Machine Learning Recruitment Banking 40