KDnuggets

JANUARY 9, 2020

This book is thought for beginners in Machine Learning, that are looking for a practical approach to learning by building projects and studying the different Machine Learning algorithms within a specific context.

Machine Learning 160

Machine Learning Algorithm Project Building 160

The Pragmatic Engineer

APRIL 21, 2024

Evan joined OpenAI in 2020 – two years before ChatGPT launched – and has led the Applied engineering team as ChatGPT launched and scaled. The engineering, product, and design organization that makes and scales these products is called "Applied," and was founded in 2020 when GPT-3 was released.

Engineering 351

Engineering Software Engineer Software Engineering Programming 351

KDnuggets

MARCH 8, 2020

For the international women's day, we feature resources to help more women enter and succeed in AI, Big Data, Data Science, and Machine Learning fields.

Machine Learning 160

Machine Learning Data Science Big Data Data 160

KDnuggets

MARCH 13, 2020

I train a series of Machine Learning models using the iris dataset, construct synthetic data from the extreme points within the data and test a number of Machine Learning models in order to draw the decision boundaries from which the models make predictions in a 2D space, which is useful for illustrative purposes and understanding on how different (..)

Machine Learning 141

Machine Learning Datasets Data 141

KDnuggets

MARCH 23, 2020

TensorFlow Quantum allow data scientists to build machine learning models that work on quantum architectures.

Machine Learning 159

Machine Learning Architecture Building Data 159

KDnuggets

MARCH 12, 2020

A new optimization framework helps to incorporate fairness constraints in machine learning models.

Machine Learning 154

Machine Learning Building 154

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 160

Data Science Machine Learning SQL Python 160

KDnuggets

JANUARY 6, 2020

This article is an overview of H2O, a scalable and fast open-source platform for machine learning. We will apply it to perform classification tasks.

Machine Learning 122

Machine Learning IT Python 122

KDnuggets

MARCH 18, 2020

Support Vector Machines (SVMs) are powerful for solving regression and classification problems. You should have this approach in your machine learning arsenal, and this article provides all the mathematics you need to know -- it's not as hard you might think.

Machine Learning 145

Machine Learning Algorithm IT 145

Cloudera

NOVEMBER 18, 2020

OVO UnCover enables access to real-time customer data using advanced, intelligent data analytics and machine learning to personalize the customer product interaction experience. The post Announcing the 2020 Data Impact Award Winners appeared first on Cloudera Blog. times more effective than traditional mass marketing.

Medical 124

Medical Banking Telecommunication Government 124

KDnuggets

MARCH 23, 2020

This is a short introduction to Made With ML, a useful resource for machine learning engineers looking to get ideas for projects to build, and for those looking to share innovative portfolio projects once built.

Machine Learning 138

Machine Learning Project Building Portfolio 138

DataKitchen

DECEMBER 30, 2020

While 2020 has been a collectively difficult year, we want to take a moment to thank all of our employees for the hard work they put into continually developing our DataKitchen DataOps Platform for our customers. CRN’s The 10 Hottest Data Science & Machine Learning Startups of 2020 (So Far).

Manufacturing 96

Manufacturing Big Data Data Pipeline Data Science 96

Cloudera

NOVEMBER 26, 2020

From all corners of the globe, our customers have delivered incredible amounts of innovation in the enterprise, while overcoming many of the challenges and disruptions 2020 has brought. To learn more about the Data Impact Awards, our judging panel, and winners please visit: [link] . Congrats again to the Experian team!

Machine Learning 106

Machine Learning Big Data Data Database 106

KDnuggets

JANUARY 2, 2020

In this use case, available to the public on GitHub, we’ll see how a data scientist, project manager, and business lead at a retail grocer can leverage automated machine learning and Azure Machine Learning service to reduce product overstock.

Machine Learning 137

Machine Learning Project Retail Management 137

KDnuggets

MARCH 20, 2020

We have compiled a list of some of the best (and free) machine learning books that will prove helpful for everyone aspiring to build a career in the field.

Machine Learning 123

Machine Learning Building 123

KDnuggets

MARCH 13, 2020

After spending a lot of time thinking about the paths that software companies take toward ML maturity, this framework was created to follow as you adopt ML and then mature as an organization.

Machine Learning 140

Machine Learning Building Process Data Science 140

KDnuggets

DECEMBER 9, 2019

As we say goodbye to one year and look forward to another, KDnuggets has once again solicited opinions from numerous research & technology experts as to the most important developments of 2019 and their 2020 key trend predictions.

Deep Learning 83

Deep Learning Machine Learning Data Science Technology 83

Knowledge Hut

JANUARY 16, 2024

Embarking on a journey in the highly demanded field of Machine Learning (ML) opens doors to diverse career opportunities. The avenues to acquire the essential skills for a career in ML are plentiful, ranging from Machine Learning online courses and certifications to formal degree programs. What Is Machine Learning?

Machine Learning 98

Machine Learning Engineering Programming Language Algorithm 98

KDnuggets

JANUARY 13, 2020

When machine learning tools are developed by technology first, they risk failing to deliver on what users actually need. It can also be difficult for development teams to establish meaningful direction.

Machine Learning 101

Machine Learning Designing Technology IT 101

Cloudera

JULY 21, 2021

OVO – 2020’s Data Champion award winner . Launched in January 2020, this engine enables access to customer data in real-time using advanced, intelligent data analytics and machine learning to personalize the customer product interaction experience. Within the first six months of deployment, UnCover proved to be 7.9

Insurance 96

Insurance Hospitality Banking Data 96

KDnuggets

MARCH 10, 2020

Has coronavirus impacted your conference or other travel plans, and do you anticipate it causing further professional or educational disruption in the near future? Take part in the new KDnuggets poll and have your say.

Machine Learning 158

Machine Learning Data Science Education Data 158

KDnuggets

MARCH 9, 2020

Game theory is experiencing a renaissance driven by the evolution of AI. What are some classic and new ideas that data scientists should be aware of.

Machine Learning 155

Machine Learning Data 155

Cloudera

DECEMBER 21, 2020

Data science and machine learning are used to automate across the entire data flow and, in conjunction with graph technologies, are helping the force identify matches, patterns, and associations. The post 2020 Data Impact Award Winner Spotlight: West Midlands Police appeared first on Cloudera Blog.

Cloud 101

Cloud Data Machine Learning Data Science 101

KDnuggets

MARCH 9, 2020

Also: Linear to Logistic Regression, Explained Step by Step; Trends in Machine Learning in 2020; Tokenization and Text Data Preparation with TensorFlow & Keras; The Death of Data Scientists — will AutoML replace them?

Machine Learning 63

Machine Learning Data Science Data Preparation Data 63

KDnuggets

MARCH 11, 2020

Also: Recreating Fingerprints using Convolutional Autoencoders; A simple and interpretable performance measure for a binary classifier; Resources for Women in AI, Data Science, and Machine Learning; Trends in Machine Learning in 2020; A Crash Course in Game Theory for Machine Learning; and much more.

Machine Learning 85

Machine Learning Data Science Data 85

Christophe Blefari

MARCH 15, 2024

RAG is the new trend — RAG means retrieval-augmented generation, it has been coined in 2020 ( see more ) and let's you ground AI models with facts fetched from external sources. The State of competitive machine learning — a study about ML competition platforms. Give a lot of insights on the market.

Metadata 272

Metadata Datasets Data Data Warehouse 272

KDnuggets

JANUARY 15, 2020

Which algorithm works best for unbalanced data? Are there any tradeoffs?

Algorithm 122

Algorithm Machine Learning Data 122

KDnuggets

MARCH 11, 2020

While building a machine learning model might be the fun part, it won't do much for anyone else unless it can be deployed into a production environment.

Machine Learning 79

Machine Learning Software Engineer Software Engineering Engineering 79

KDnuggets

MARCH 11, 2020

Also: The three phases of #COVID19 – and how we can make it manageable; 50 Must-Read Free Books For Every Data Scientist in 2020; Binary classification is a core machine learning technique, but is there a better way to evaluate its performance than ROC-AUC?

Machine Learning 78

Machine Learning Data Science Data Management 78

Cloudera

NOVEMBER 24, 2020

This year, OVO has done just that, setting itself apart to win the Data Champions category at our 2020 Data Impact Awards. To learn more about the Data Impact Awards, our judging panel, and winners please visit: [link]. The post 2020 Data Impact Award Winner Spotlight: OVO (PT VISIONET INTERNASIONAL) appeared first on Cloudera Blog.

Banking 79

Banking Insurance Finance Data 79

Team Data Science

NOVEMBER 4, 2020

Week 1: 10/9/20 - 10/16/20 In my quest to further improve my overall data science skills, I pulled the trigger on October 9th, 2020, and enrolled in a Data Engineering boot camp lead by Andreas Kretz. A little more than a year ago, I decided to pivot to Machine Learning and Data Science. Let's call this October 2020 cohort.

Data Science 130

Data Science Machine Learning Programming Language Business Intelligence 130

KDnuggets

JANUARY 6, 2020

In this webinar, Jan 15 @ 12PM EST, we'll offer solutions to the common challenges data scientists and data engineers face when building a machine learning pipeline. Register now to attend live or to watch a recording afterwards.

Machine Learning 75

Machine Learning Building Data Engineering Data Engineer 75

Cloudera

JANUARY 13, 2021

2020 was a year of immense change and disruption. Despite the challenges, 2020 also provided positive opportunities for forward leaps to be made in the realm of digital transformation. To learn more about UOB please visit: [link] .

Banking 58

Banking Data Lake Big Data Data Analytics 58

KDnuggets

JANUARY 22, 2020

If you want to be a Data Scientist, but not sure how to start - there is a perfect blog for you; Baidu top 10 technology trends for 2020; Math for programmers!; The future of Machine Learning; and more.

Technology 63

Technology Machine Learning Data 63

The Pragmatic Engineer

AUGUST 14, 2024

See his talk on linting (SeleniumConf, London, 2020) and on Mobile testing (SauceCon, San Francisco, 2017) Sendil Kumar N (Amsterdam, Uber). See her talk at Big Data LDN 2023 (on machine learning ethics.) See his talks at IT Revolution 2024 , at Italian Agile Moment 2023 and in 2020. Talks about various testing topics.

Software Engineer 133

Software Engineer Software Engineering Education Architecture 133

KDnuggets

DECEMBER 16, 2021

Let’s take a closer look on Cloud ML market in 2021 in retrospective (with occasional drills into realities of 2020, too). Read this in-depth analysis.

Cloud 149

Cloud Project Machine Learning 149

ProjectPro

NOVEMBER 30, 2021

We all know this , so you might have heard terms like Artificial Intelligence (AI), Machine Learning, Data Mining, Neural Networks, etc. We all are aware of the wonders done by Data mining and Machine Learning. Table of Contents Data Science vs Data Mining vs Machine Learning What is Data Science?

Data Mining 52

Data Mining Machine Learning Data Science Algorithm 52