Dataiku

FEBRUARY 11, 2022

This year, though, we wanted to take a new approach and, instead of solely highlighting the cutting-edge research trends in the space for 2022, we wanted to root that research in reality with real-life data science and AI projects from 2021.

Data Science 59

Data Science Modeling Machine Learning 59

IBM Big Data Hub

AUGUST 11, 2023

Today, 35% of companies report using AI in their business, which includes ML, and an additional 42% reported they are exploring AI, according to the IBM Global AI Adoption Index 2022. MLOps is the next evolution of data analysis and deep learning. How the models are stored. What is MLOps? Where they are deployed.

Data Science 58

Data Science Machine Learning Cost-Benefit Deep Learning 58

KDnuggets

MARCH 16, 2022

How Long Does It Take to Learn Data Science Fundamentals?; Become a Data Science Professional in Five Steps; New Ways of Sharing Code Blocks for Data Scientists; Machine Learning Algorithms for Classification; The Significance of Data Quality in Making a Successful Machine Learning Model.

Data Science 69

Data Science Machine Learning Data Quality Modeling 69

KDnuggets

JANUARY 17, 2022

Also: Top Five SQL Window Functions You Should Know For Data Science Interviews; A Deep Look Into 13 Data Scientist Roles and Their Responsibilities; SQL Interview Questions for Experienced Professionals; Why Do Machine Learning Models Die In Silence?

Data Science 142

Data Science Machine Learning Modeling 142

Dataiku

FEBRUARY 23, 2022

In January, Dataiku’s Léo Dreyfus-Schmidt and Reda Affane presented our annual webinar on up-and-coming machine learning (ML) trends — this year, with a spin on grounding those research trends in reality with actual use cases from our data science team.

Data Science 59

Data Science Machine Learning Optimization Modeling 59

Andrew White

FEBRUARY 8, 2022

From the Executive Leader level (CxO): Executive Leadership: Data and Analytics Primer for 2022. Organizations face greater challenges with more unknowns and often less trusted information through 2022 than ever before. Executive Leadership: Artificial Intelligence Primer for 2022. Artificial Intelligence Primer for 2022.

Analytics 52

Analytics Data-driven Data Science Publishing 52

KDnuggets

FEBRUARY 16, 2022

Also: The High Paying Side Hustles for Data Scientists; Why Do Machine Learning Models Die In Silence?; SQL Interview Questions for Experienced Professionals; and more!

Data Science 73

Data Science Machine Learning Modeling 73

KDnuggets

AUGUST 31, 2022

The Complete Data Science Study Roadmap • 7 Techniques to Handle Imbalanced Data • 3 Ways to Append Rows to Pandas DataFrames • The Bias-Variance Trade-off • How to Package and Distribute Machine Learning Models with MLFlow.

Data Science 98

Data Science Machine Learning Modeling 98

CIO Business Intelligence

OCTOBER 13, 2023

The data architect also “provides a standard common business vocabulary, expresses strategic requirements, outlines high-level integrated designs to meet those requirements, and aligns with enterprise strategy and related business architecture,” according to DAMA International’s Data Management Body of Knowledge.

Data Architecture 130

Data Architecture Data Warehouse Statistics Visualization 130

Cloudera

AUGUST 26, 2021

model = fbprophet.Prophet(). models, forecasts = plot_vaccination_forecast(forecast, country, "Vaccinated per 100"). For example, from the above it seems that the United States will reach the goal around the end of October 2021, while Norway will reach it around January 2022. . # Trim down columns. toPandas().

Data Science 107

Data Science Forecasting Metadata Machine Learning 107

DataRobot Blog

NOVEMBER 1, 2022

I recently went to a Tottenham vs. Leicester City game in London as part of the Premier League, and I’m very much looking forward to the 2022 World Cup. This time, I am excited to apply data science to the football field. On the macro level, which features drive model decisions? The insights from unstructured data.

Unstructured Data 119

Unstructured Data Data Science Modeling Machine Learning 119

DataRobot Blog

SEPTEMBER 1, 2022

For example, a recent IDC study 1 shows that it takes about 290 days on average to deploy a model into production from start to finish. Once you move your model into production, you need to monitor and manage your models to ensure that you can trust predictions and turn them into the right business decisions.

Metrics 145

Metrics Statistics Modeling Data Science 145

KDnuggets

JANUARY 19, 2022

A Deep Look Into 13 Data Scientist Roles and Their Responsibilities; Top Five SQL Window Functions You Should Know For Data Science Interviews; 5 Things to Keep in Mind Before Selecting Your Next Data Science Job; Models Are Rarely Deployed: An Industry-wide Failure in Machine Learning Leadership; Running Redis on Google Colab.

Data Science 94

Data Science Machine Learning Modeling 94

DataRobot Blog

OCTOBER 18, 2022

Organizations are looking for AI platforms that drive efficiency, scalability, and best practices, trends that were very clear at Big Data & AI Toronto. DataRobot Booth at Big Data & AI Toronto 2022. Monitoring and Managing AI Projects with Model Observability.

Big Data 96

Big Data Forecasting Experimentation Metrics 96

Cloudera

MARCH 26, 2024

The release of LLMs surged by 136% in 2023 compared to 2022, and this upward trend is projected to continue in 2024. How do you adapt a foundational model to your specific needs? Our leading AI platform includes: Notebooks: Develop your applications and models using your preferred language and framework.

Cost-Benefit 78

Cost-Benefit Machine Learning Enterprise Modeling 78

CIO Business Intelligence

APRIL 17, 2024

billion in 2022. Informatica would be an important piece of the puzzle for Salesforce customers trying to prepare an ecosystem for generative AI and other advanced data science projects,” Park said. The iPaaS market in 2023, according to a Gartner report , garnered a revenue of $8 billion globally, growing from $6.5

Cost-Benefit 127

Cost-Benefit B2B Marketing Enterprise 127

KDnuggets

JANUARY 10, 2022

3 Tools to Track and Visualize the Execution of Your Python Code; SQL Interview Questions for Experienced Professionals; Deliver a Killer Presentation in Data Science Interviews. Also: Why are More Developers Using Python for Their Machine Learning Projects?;

Machine Learning 114

Machine Learning Modeling Visualization Data Science 114

KDnuggets

FEBRUARY 2, 2022

Are you interested in learning more about how to analyze and improve the performance and trustworthiness of your machine learning models? Then this 4-week, live online course is for you.

Data Science 81

Data Science Management Machine Learning Modeling 81

CIO Business Intelligence

FEBRUARY 13, 2023

In one use case, AR and VR are being used to re-create people’s spines in a model so that surgeons can look at them in advance of surgeries to help them perform better, says Peter Fleischut, group senior vice president and chief information and transformation officer. growth in 2022, according to Gartner. in 2023, the firm says.

IT 145

IT Insurance Machine Learning Marketing 145

CIO Business Intelligence

JANUARY 26, 2024

If you want to grow your data scientist career and capitalize on the demand for the role, you might consider getting a graduate degree in AI. The AI program focuses on the principles and technologies that underlie AI, including logic, knowledge representation, probabilistic models, and machine learning.

Machine Learning 103

Machine Learning Statistics Recreation/Entertainment Data Science 103

Cloudera

MAY 28, 2019

Gartner states that “By 2022, 75% of new end-user solutions leveraging machine learning (ML) and AI techniques will be built with commercial instead of open source platforms” ¹. Spoiler alert: it’s not because data scientists will stop relying on open source for the latest innovation in ML algorithms and development environments.

Data Science 47

Data Science Machine Learning Data Strategy Cost-Benefit 47

Cloudera

OCTOBER 11, 2022

A recent VentureBeat article , “4 AI trends: It’s all about scale in 2022 (so far),” highlighted the importance of scalability. This leads to the obvious question – how do you do data at scale ? Al needs machine learning (ML), ML needs data science. Data science needs analytics.

Snapshot 89

Snapshot Data Science Digital Transformation Metadata 89

CIO Business Intelligence

NOVEMBER 14, 2022

A DSS leverages a combination of raw data, documents, personal knowledge, and/or business models to help users make decisions. The data sources used by a DSS could include relational data sources, cubes, data warehouses, electronic health records (EHRs), revenue projections, sales projections, and more.

Data mining 134

Data mining Data-driven Statistics OLAP 134

CIO Business Intelligence

OCTOBER 4, 2023

From 2016 to 2022, the company went from processing a payments volume of $354 billion to $1.36 An example of the impact of AI can be seen from 2019 to 2022, when the company’s loss rate reduced by almost half, in part thanks to advances in algorithms and AI technology. trillion last year.

Digital Transformation 127

Digital Transformation Deep Learning Data Lake Risk 127

IBM Big Data Hub

OCTOBER 4, 2022

Furthermore, 59% of executives claim AI can improve the use of big data in their organizations, facts about artificial intelligence show. ( IBM Global AI Adoption Index 2022.). Multiple unsupported tools for building and deploying models. What is stopping AI adoption today? Lack of confidence to operationalize AI.

Metadata 102

Metadata Risk Risk Management Experimentation 102

CIO Business Intelligence

DECEMBER 12, 2023

Battle joined JLR as group chief digital and information officer in February 2022, after a long career managing IT for a succession of oil companies. With engineers in some big tech companies facing a new wave of layoffs as 2023 comes to an end, JLR’s hiring strategy is something other employers might want to emulate.

Digital Transformation 115

Digital Transformation Manufacturing Consulting Software 115

CIO Business Intelligence

JULY 10, 2023

The idea behind Edmunds’ new plugin is to give ChatGPT the ability to draw from its large collection of specialized and constantly updated data. “If If you ask it, ‘How does the Toyota Camry 2022 drive?’ By developing a plugin, we’re exposing our most recent data.” you’re going to get nothing,” Rokita says. “By

Data Warehouse 92

Data Warehouse Cost-Benefit Unstructured Data Machine Learning 92

CIO Business Intelligence

MAY 20, 2022

If you want to grow your data scientist career and capitalize on the demand for the role, you might consider getting a graduate degree in AI. News & World Report ranks the best AI graduate programs at computer science schools based on surveys sent to academic officials in fall 2021 and early 2022. Carnegie Mellon University.

Machine Learning 145

Machine Learning Statistics Recreation/Entertainment Data Science 145

DataRobot Blog

NOVEMBER 15, 2022

Organizations are looking to deliver more business value from their AI investments, a hot topic at Big Data & AI World Asia. At the well-attended data science event, a DataRobot customer panel highlighted innovation with AI that challenges the status quo. Automate with Rapid Iteration to Get to Scale and Compliance.

Big Data 52

Big Data Experimentation Data-driven Machine Learning 52

CIO Business Intelligence

DECEMBER 28, 2023

ChaptGPT was announced in November 2022 and hit the world by surprise,” says Patrick Thompson, former chief information and digital transformation officer at Albemarle. Procter & Gamble also used IoT and machine language models to implement new solutions on their manufacturing lines. Cretella agrees.

IT 125

IT Manufacturing Machine Learning IoT 125

DataRobot Blog

JUNE 1, 2022

Join DataRobot and leading organizations June 7 and 8 at DataRobot AI Experience 2022 (AIX) , a unique virtual event that will help you rapidly unlock the power of AI for your most strategic business initiatives. Explore nine great reasons to join DataRobot AIX 2022. AI Success Stories from Global Organizations.

Machine Learning 119

Machine Learning Risk Management Data-driven Risk 119

CIO Business Intelligence

SEPTEMBER 21, 2023

AI is now a board-level priority Last year, AI consisted of point solutions and niche applications that used ML to predict behaviors, find patterns, and spot anomalies in carefully curated data sets. Today’s foundational models are jacks-of-all-trades. This is where large language models get me really excited.

Enterprise 129

Enterprise Consulting Modeling Cost-Benefit 129

CIO Business Intelligence

JULY 31, 2023

Dubbed Rapid Damage Assessment (RDA), the platform blends advances in computer vision with other modeling techniques to help insurance clients better understand, plan, and analyze their portfolios before disasters strike, monitor their portfolios as events unfold, and then leverage technology to find and mitigate claims in the wake of an event.

Insurance 88

Insurance Strategy Modeling Data-driven 88

CIO Business Intelligence

JULY 18, 2023

The CIO’s biggest hiring challenge is clear: “There is simply not enough talent to go around,” says Scott duFour, global CIO of business payments company Fleetcor, for whom positions in areas such as AI, cloud architecture, and data science remain the toughest to fill. The net result? million professionals.

IT 93

IT Data Science IoT Digital Transformation 93

CIO Business Intelligence

SEPTEMBER 8, 2023

“The primary data source is ACM’s internal case report, though we also rely on orthopaedic supply data from Mercy, a not-for-profit Catholic healthcare organization,” Swanson says. The data includes patient biometric information such as height, weight, age, and gender.

Cost-Benefit 96

Cost-Benefit Machine Learning Metrics Marketing 96

DataRobot Blog

JUNE 23, 2022

Human intuition is relied on, or an older, hand-build BI/predictive model exists, or perhaps a set of heuristics were documented that more or less predict something. Far fewer AI models succeed in creating business value when there is no existing prediction to replace. Too often the new model fails the “so what” test.

Predictive Modeling 59

Predictive Modeling Modeling Data Science Measurement 59

CIO Business Intelligence

AUGUST 24, 2023

Many enterprises are deploying AI in lower-risk use cases first, says Kjell Carlsson, head of data science strategy and evangelism at Domino Data Lab. Companies in general are still having problems with data governance.” And with large language models (LLM), data governance is in its infancy.

Uncertainty 98

Uncertainty Risk Testing Enterprise 98