Smart Data Collective

MARCH 27, 2023

Unleash your analytical prowess in today’s most coveted professions – Data Science and Data Analytics! As companies plunge into the world of data, skilled individuals who can extract valuable insights from an ocean of information are in high demand.

Data Science 119

Data Science Statistics Data-driven Machine Learning 119

KDnuggets

DECEMBER 23, 2021

Data Science models come with different flavors and techniques — luckily, most advanced models are based on a couple of fundamentals. Which models should you learn when you want to begin a career as Data Scientist?

Predictive Modeling 160

Predictive Modeling Modeling Data Science Machine Learning 160

Dataiku

OCTOBER 26, 2021

Managing one model at a time is pretty easy. But how do you go about managing tens of models, or even more? Vincent Gallmann, Senior Data Scientist at French bank FLOA , answered this question in a 2021 Product Days Session on managing data science projects with Dataiku.

Predictive Modeling 115

Predictive Modeling Modeling Data Science Management 115

CIO Business Intelligence

OCTOBER 23, 2024

IT hiring has clearly come down from its peaks of 2021, where the pandemic pressured many organizations to expand their digital offerings and responded to that by over hiring tech talent, and in that fight to find talent, paying premium salaries during a period of low interest rates,” says Fiona Mark, principal analysts at Forrester.

Marketing 130

Marketing IT Digital Transformation Consulting 130

Rocket-Powered Data Science

MARCH 19, 2021

Each panelist will share an overview of their data & analytics journey, and how they are building a self-service, data-driven culture that scales. Join us on Wednesday, March 31, 2021 (11:00am PT | 2:00pm ET). Save your spot here: [link]. I hope that you find this event useful. And I hope to see you there!

Internet of Things 259

Internet of Things Analytics IoT Prescriptive Analytics 259

Cloudera

AUGUST 26, 2021

corr = usdf[usdf.rec_date < np.datetime64(' 2021-07-31 ')][[' people_fully_vaccinated ',' new_cases ']].corr() plot_corr_location(specific_locations, df[df.rec_date > np.datetime64(' 2021-01-01 ')], " Covid Correlation Stats (Jan 1 2021 - Present) "). start_date = "2021-01-01". end_date = "2021-07-15".

Data Science 113

Data Science Forecasting Metadata Machine Learning 113

O'Reilly on Data

MARCH 18, 2020

Whether it’s controlling for common risk factors—bias in model development, missing or poorly conditioned data, the tendency of models to degrade in production—or instantiating formal processes to promote data governance, adopters will have their work cut out for them as they work to establish reliable AI production lines.

Enterprise 349

Enterprise Deep Learning Data Governance Risk 349

KDnuggets

NOVEMBER 1, 2021

Also: What Google Recommends You do Before Taking Their Machine Learning or Data Science Course; Learn To Reproduce Papers: Beginner’s Guide; 365 Data Science courses free until 18 November; A Guide to 14 Different Data Science Jobs.

Machine Learning 108

Machine Learning Data Science Modeling 108

Timo Elliott

JANUARY 10, 2022

We know that you’re a rabidly enthusiastic listener to this podcast, so we’ve invited you to this particular episode because it’s the round-up episode, we’ve had eight or nine episodes published now since September of 2021, you’ve listened to them all… Thank you for that. with the CTO of SAP Fieldglass.

Data Processing 122

Data Processing Machine Learning Manufacturing Technology 122

KDnuggets

DECEMBER 10, 2021

How I flipped the educational model to become a more effective data scientist.

Data Science 115

Data Science Modeling 115

CIO Business Intelligence

AUGUST 4, 2022

Interestingly, many companies do just that, creating a disconnect between data science teams and IT/DevOps when it comes to AI development. The biggest divide between data scientists and IT often centers around the tools necessary to develop AI models. This gap is a significant reason why AI pilot projects fail. “AI

Deep Learning 143

Deep Learning Data Science Enterprise Modeling 143

DataRobot

MARCH 9, 2021

What I love about doing this side project each year is that it demonstrates how ubiquitous data science and machine learning can be — from tried and true traditional use cases to non-traditional ones like the GRAMMYs. and topic-modeling based features derived from one of my other Spotify-inspired datasets. Request a demo.

Machine Learning 98

Machine Learning Recreation/Entertainment Modeling Data Science 98

Cloudera

MAY 12, 2021

And it is with this in mind, that we’re delighted to announce that the 2021 Cloudera Data Impact Awards is now open for entries. The 2021 Cloudera Data Impact Award categories aim to recognize organizations that are using Cloudera’s platform and services to unlock the power of data, with massive business and social impact.

Digital Transformation 70

Digital Transformation Machine Learning Optimization Data Lake 70

CIO Business Intelligence

NOVEMBER 7, 2022

CIOs seeking big wins in high business-impacting areas where there’s significant room to improve performance should review their data science, machine learning (ML), and AI projects. Are data science teams set up for success? Adopt a build, buy, or partner when developing models.

Machine Learning 128

Machine Learning Data Science Experimentation IoT 128

Cloudera

NOVEMBER 18, 2021

Given the way we have seen communities and workplace cultures come together and stand for change over what has been a disruptive 20 months, we are proud to introduce the People First category to the 2021 DIA. So, without further ado, it is with great delight that we officially publish the 2021 Data Impact Award winners!

Data Lake 77

Data Lake Cost-Benefit Digital Transformation Risk 77

KDnuggets

NOVEMBER 17, 2021

Don’t Waste Time Building Your Data Science Network; 19 Data Science Project Ideas for Beginners; How I Redesigned over 100 ETL into ELT Data Pipelines; Anecdotes from 11 Role Models in Machine Learning; The Ultimate Guide To Different Word Embedding Techniques In NLP.

Data Science 82

Data Science Machine Learning Modeling 82

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

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

Rocket-Powered Data Science

JUNE 17, 2022

For example, I wrote this in 2021: “Observability emerged as one of the hottest and (for me) most exciting developments of the year. Synthetic monitoring is essentially digital twinning of your network and IT environment, providing insights through simulated risks, attacks, and anomalies via predictive and prescriptive modeling.

Machine Learning 238

Machine Learning Recreation/Entertainment Risk Business Objectives 238

CIO Business Intelligence

DECEMBER 4, 2024

When Carlo Nizam joined EGA in 2021, he was tasked with leading the company’s digital transformation, a journey aimed at optimizing every aspect of the business. We look at data as a valuable commodity. EGA has established a Digital Academy, which has trained over 2,000 employees in AI, data science, and agile methodologies.

Digital Transformation 64

Digital Transformation Strategy Data-driven Finance 64

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

NOVEMBER 3, 2021

What Google Recommends You do Before Taking Their Machine Learning or Data Science Course; A Guide to 14 Different Data Science Jobs; Analyze Python Code in Jupyter Notebooks; Machine Learning Model Development and Model Operations: Principles and Practices; Want to Join a Bank?

Machine Learning 82

Machine Learning Data Science Modeling Finance 82

CIO Business Intelligence

MARCH 21, 2022

What is a data scientist? Data scientists are analytical data experts who use data science to discover insights from massive amounts of structured and unstructured data to help shape or meet specific business needs and goals. Data scientist salary. Semi-structured data falls between the two.

Unstructured Data 137

Unstructured Data Data Analytics Analytics Data Science 137

KDnuggets

NOVEMBER 17, 2021

Don’t Waste Time Building Your Data Science Network; 19 Data Science Project Ideas for Beginners; How I Redesigned over 100 ETL into ELT Data Pipelines; Anecdotes from 11 Role Models in Machine Learning; The Ultimate Guide To Different Word Embedding Techniques In NLP.

Data Science 69

Data Science Machine Learning Modeling 69

Dataiku

FEBRUARY 17, 2021

According to LinkedIn’s Emerging Jobs on the Rise report for 2021 , data scientist roles are still growing steadily, showing an average annual growth of 35%.

Statistics 98

Statistics Machine Learning Data Science Reporting 98

DataRobot

APRIL 29, 2021

The AI Experience Worldwide (Virtual) Conference , scheduled for May 11-12, 2021 in the APAC, EMEA, and Americas regions, is right around the corner. This list includes: Rachik Laouar is Head of Data Science for the Adecco Group. We are especially looking forward to hearing from our roster of first-rate speaker talent.

Machine Learning 59

Machine Learning Data Science Experimentation Data-driven 59

KDnuggets

DECEMBER 1, 2021

Most Common SQL Mistakes on Data Science Interviews; Why Machine Learning Engineers are Replacing Data Scientists; Vote in new KDnuggets Poll: What Percentage of Your Machine Learning Models Have Been Deployed? KDnuggets: Personal History and Nuggets of Experience.

Machine Learning 83

Machine Learning Data Science Modeling 83

CIO Business Intelligence

SEPTEMBER 2, 2022

According to a 2021 Gartner research report, hiring senior data scientists is “very difficult,” and even finding junior-level data science talent is challenging. Similar findings came out of a 2021 Forrester report which noted that 55% of companies surveyed were looking to hire data scientists.

Data Science 98

Data Science Manufacturing Machine Learning Reporting 98

CIO Business Intelligence

SEPTEMBER 1, 2022

According to a 2021 Gartner research report, hiring senior data scientists is “very difficult,” and even finding junior-level data science talent is challenging. Similar findings came out of a 2021 Forrester report which noted that 55% of companies surveyed were looking to hire data scientists.

Data Science 98

Data Science Manufacturing Machine Learning Reporting 98

CIO Business Intelligence

AUGUST 24, 2023

Multinational data infrastructure company Equinix has been capitalizing on machine learning (ML) since 2018, thanks to an initiative that uses ML probabilistic modeling to predict prospective customers’ likelihood of buying Equinix offerings — a program that has contributed millions of dollars in revenue since its inception.

Sales 97

Sales Data-driven Digital Transformation Machine Learning 97

DataRobot

MAY 11, 2021

It 10x’s our world-class AI platform by dramatically increasing the flexibility of DataRobot for data scientists who love to code and share their expertise across teams of all skill levels. At DataRobot, we have always known that data science is a team sport. And Even More to Come in 2021. The Perfect Complement.

Data Science 98

Data Science Cost-Benefit Data Processing Machine Learning 98

CIO Business Intelligence

APRIL 15, 2022

But according to the UK’s Turing Institute, a national center for data science and AI, the predictive tools made little to no difference. CNN reported that Zillow bought 27,000 homes through Zillow Offers since its launch in April 2018 but sold only 17,000 through the end of September 2021.

Analytics 145

Analytics Machine Learning Insurance Testing 145

KDnuggets

NOVEMBER 12, 2021

The skills needed to create good data are also the skills needed for good leadership.

Machine Learning 122

Machine Learning Modeling Data Science 122

CIO Business Intelligence

JUNE 30, 2022

But it also introduces a new set of challenges for the enterprise’s IT infrastructure, not least the need for more powerful tools to process workloads and data faster and more efficiently. That businesses are failing to capture the full value of their data. 2021, September 28). And only about 44% of that was actually used 2.

IoT 98

IoT Forecasting Internet of Things Machine Learning 98

CIO Business Intelligence

JULY 5, 2022

But it also introduces a new set of challenges for the enterprise’s IT infrastructure, not least the need for more powerful tools to process workloads and data faster and more efficiently. That businesses are failing to capture the full value of their data. 2021, September 28). And only about 44% of that was actually used 2.

IoT 98

IoT Forecasting Internet of Things Machine Learning 98

DataRobot

APRIL 27, 2021

With the power of DataRobot , creating AI and machine learning models with your data becomes less of a bottleneck due to the guardrails and transparency from getting from data to value. DataRobot uncovers insights in data that would be impossible for even expert humans to detect.

Machine Learning 98

Machine Learning Cost-Benefit Predictive Modeling Data Science 98

Andrew White

OCTOBER 22, 2021

Business Information Model/Arch compared to classic enterprise data model and how to relate it to catalogs and marketplaces and enterprise data models 13. Analytics Tactics (known outcome/known data/BI/analytics v unknown outcome/unknown data/data science/ML) 11. Data Hub Strategy 10.

IT 52

IT Data Science Data Lake Strategy 52