Debunking the Myth of the Citizen Data Scientist
KDnuggets
OCTOBER 7, 2022
While there are some benefits to having citizen data scientists, they are no silver bullet – and they certainly aren’t a replacement for true data scientists.
Citizen Data Scientist Related Topics 
Who are Citizen Data Scientists and What Do they Do?
Analytics Vidhya
JUNE 26, 2023
in data science to unravel the mysteries hidden within vast data sets? Enter the era of Citizen Data Scientists – a new breed of empowered individuals with the skills and […] The post Who are Citizen Data Scientists and What Do they Do? appeared first on Analytics Vidhya.
Join 17,000+
professionals
Sign Up for our Newsletter
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
Predictive Analytics Use Cases for Citizen Data Scientists
Dataversity
JULY 28, 2023
Those organizations that provide self-serve augmented analytics to their business users can achieve market goals and stay abreast of the competition with fact-based decision-making and a team that leverages analytics daily to make those […] The post Predictive Analytics Use Cases for Citizen Data Scientists appeared first on DATAVERSITY.
Certify Your Skills as a Citizen Data Scientist
DataRobot
SEPTEMBER 7, 2021
Citizen Data Scientist Professional Level I Certification. DataRobot recognizes the need for data professionals to have a formal way to validate their expertise and earn a credential in solving business problems using automated AI. Show you have what it takes to be a citizen data scientist.
Yes, Being a Citizen Data Scientist Can Help You Succeed
Dataversity
SEPTEMBER 15, 2023
If your enterprise has nominated you for the role of a citizen data scientist, you must have the right tools and augmented analytics features to help you fulfill your role. This statement, coupled with […] The post Yes, Being a Citizen Data Scientist Can Help You Succeed appeared first on DATAVERSITY.
Do Citizen Data Scientists Add Value or Is the Concept Mere Buzz?
The Data Administration Newsletter
APRIL 3, 2024
If you read trade or industry journals or business publications, you have probably noticed that the subject of the citizen data scientist is fraught with controversy.
Do Citizen Data Scientists Need Special Analytics Tools?
Dataversity
DECEMBER 30, 2020
When Gartner talks about expanding data analytics to business users, they also talk about how the analytical tools must be suitable for business users. If a business wants to implement a citizen data scientist initiative and encourage their business users to become more productive and valuable within the […].
Will My Career Benefit from Becoming a Citizen Data Scientist?
Dataversity
APRIL 28, 2023
As a team member within a business environment, you may be familiar with the term “citizen data scientist.” appeared first on DATAVERSITY.
Create a Thorough Plan and Training Strategy for Citizen Data Scientists
Dataversity
DECEMBER 5, 2022
As a business owner, executive, or manager, you are likely aware of the term “citizen data scientists.” While business journals and industry and technology publications discuss the advantages of the citizen data scientist approach, many businesses fail to get the most out of […].
The Role of Citizen Data Scientists vs. Data Scientists in Augmented Analytics
The Data Administration Newsletter
MARCH 20, 2024
If you are an IT professional, a business manager, or an executive, you have probably been following the progress of the citizen data scientist movement. In fact, in 2017, Gartner predicted that 40% of data science […]
Responsible Citizen Data Science. Yes, it is Possible.
DataRobot Blog
JULY 9, 2019
To retain market leadership in the algorithm economy, enterprises require new ways to maximize the value of data and AI with citizen data scientists. Don’t think citizen data science is. by Jen Underwood. Read More.
Data Science 
100
100 
Leveraging Citizen Data Scientists to Augment Data Science Teams
The Data Administration Newsletter
OCTOBER 2, 2024
According to some estimates, the average salary of a data scientist in the United States is over $150,000 per year.
The Rise of Micro-SaaS: A Paradigm Shift in Data Science Solutions
Data Science Connect
JULY 24, 2023
Empowering Citizen Data Scientists The rise of Micro-SaaS is not limited to professional data scientists alone. Citizen data scientists, individuals with domain expertise but limited technical knowledge, are also benefiting from the trend.
Data Science 100
100 
New AI Applications Unlock the Value of AI
DataRobot
APRIL 6, 2020
Perhaps you’re a data scientist who’s looking for ideas about how to get started with advanced time series forecasting , information about our expanded support for deep learning , or maybe just some ideas on how you can automate some of the data science tasks you dread.
??? ???? ?? ??? ??????? ?? ??
SAS Software
JULY 24, 2023
이전에 포스팅했던 시민 데이터 사이언티스트(Citizen Data Scientist, 이하 CDS)에 대한 블로그에서 CDS가 갖춰야 할 기본 역량이 Data Literacy(한글로는 데이터 문해력으로 번역/이하 데이터 문해력)라고 소개했었습니다. 참고로 ‘문해력’이란 단어는 글을 읽고 이해하는 능력을 의미하는데, 데이터를 다룰 때도 마찬가지로 데이터를 읽고 이해하는 능력이 중요하기 때문에 이러한 용어를 사용해도 큰 무리는 없으리라 판단됩니다. The post 데이터 문해력과 시민 데이터 사이언티스트의 필요 역량 appeared first on SAS Blogs.
Goodbye Dashboards: How Modern BI Tools Are Being Used to Analyze Data
Dataversity
JANUARY 20, 2023
Not all that long ago, the only way for businesses to readily access their data was through dashboards. And, even then, these predefined and static dashboards provided data that was restricted only to citizen data scientists and data analysts.
Minding Your Models
DataRobot Blog
JULY 22, 2022
Aimed at citizen data scientists, these tools are expected to dramatically increase the number of models that organizations put into future production and need to continuously monitor. If the developers are no longer with the company, reverse engineering will be necessary to understand what they did and why. Future Models.
Deploy ML models built in Amazon SageMaker Canvas to Amazon SageMaker real-time endpoints
AWS Machine Learning Blog
NOVEMBER 2, 2023
SageMaker Canvas is a no-code workspace that enables analysts and citizen data scientists to generate accurate ML predictions for their business needs. Until now, SageMaker Canvas provided the ability to evaluate an ML model, generate bulk predictions, and run what-if analyses within its interactive workspace.
ML 135
135 
How to establish lineage transparency for your machine learning initiatives
IBM Journey to AI blog
MAY 20, 2024
But trust isn’t important only for executives; before executive trust can be established, data scientists and citizen data scientists who create and work with ML models must have faith in the data they’re using.
Machine Learning 110
110 
The Shift toward Intelligent Automation
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 Flies Higher with Zepl Acquisition, Adding Cloud Native Notebook Solution to AI Platform
DataRobot
MAY 11, 2021
At DataRobot, we have always known that data science is a team sport.
Fine-Tuning LLMs, Anomaly Detection for CRM Data, and the History of Gaming and AI
ODSC - Open Data Science
OCTOBER 19, 2023
Discover how aspiring citizen data scientists, business analysts, data analysts, students, and data scientists can get hands-on and experiment with and work on tech development.
AI 97
97 
Using Graphs for Feature Engineering, Prompt Fine-Tuning for Generative AI, and Confident Data…
ODSC - Open Data Science
SEPTEMBER 20, 2023
Discover how aspiring citizen data scientists, business analysts, data analysts, students, and data scientists can get hands-on and experiment with and work on tech development.
Data Science 98
98 
DataRobot Joins the AWS ISV Workload Migration Program
DataRobot Blog
MARCH 28, 2022
DataRobot provides a Machine Learning platform that allows data scientists and citizen data scientists to quickly and efficiently prepare, build and evaluate many competing models in order to identify the optimal algorithm to solve the use case.
AWS 52
52 
Govern generative AI in the enterprise with Amazon SageMaker Canvas
AWS Machine Learning Blog
SEPTEMBER 23, 2024
Launched in 2021, Amazon SageMaker Canvas is a visual point-and-click service that allows business analysts and citizen data scientists to use ready-to-use machine learning (ML) models and build custom ML models to generate accurate predictions without writing any code. This is crucial for compliance, security, and governance.
AI 126
126 
Self-Service BI vs Traditional BI: What’s Next?
Alation
MARCH 29, 2022
They weren’t confident that business users could make sense of huge data sets, and felt that even business users who were trained in BI tools didn’t use them often enough to retain their skills. These so-called “citizen data scientists” remained a roadblock between business users and data — and between data and decision making.
Build generative AI–powered Salesforce applications with Amazon Bedrock
AWS Machine Learning Blog
JULY 29, 2024
In Part 1 and Part 2 , we show how Salesforce Data Cloud and Einstein Studio integration with SageMaker allows businesses to access their Salesforce data securely using SageMaker’s tools to build, train, and deploy models to endpoints hosted on SageMaker.
AWS 130
130 
Real-Time ML with Spark and SBERT, AI Coding Assistants, Data Lake Vendors, and ODSC East…
ODSC - Open Data Science
JUNE 1, 2023
With augmented analytics (and embedded insights), anyone can become a citizen data scientist, regardless of their advanced analytics expertise. Big Data and the Blue Economy Since the concept of the blue economy relies on managing and developing something so broad, utilizing big data may be necessary.
Data Lakes 52
52 
Why DataRobot Is Topping the Leaderboard
DataRobot
SEPTEMBER 2, 2021
Along with this, a new world of “citizen data scientists” will continue to sprout, where business analysts will be able to get the most advanced AI-driven insights without the need to get a PhD in statistics or be a python/R hacker.
Augmented Analytics?—?Where Do You Fit in at the Intersection of Analytics and Business…
ODSC - Open Data Science
JUNE 2, 2023
Data visualization is a critical way for anyone to turn endless rows of data into easy-to-understand results through dynamic and understandable visuals. And with augmented analytics (and embedded insights), anyone can become a citizen data scientist, regardless of their advanced analytics expertise.
New Speakers Added to the ODSC Europe 2023 Lineup
ODSC - Open Data Science
MAY 25, 2023
Ludwig, an open-source framework, allows citizen data scientists to specify advanced machine learning pipelines using a low-code approach. It offers flexibility and simplicity by providing a configuration-based modeling interface.
The Prompt Optimization Stack, an Overview of LLMOps, and Using Synthetic Data for LLMs
ODSC - Open Data Science
OCTOBER 5, 2023
Discover how aspiring citizen data scientists, business analysts, data analysts, students, and data scientists can get hands-on and experiment with and work on tech development.
Making AI More Accessible With LLM Alignment, Prompt Engineering Skills, and a 2-for-1 ODSC West…
ODSC - Open Data Science
SEPTEMBER 28, 2023
Discover how aspiring citizen data scientists, business analysts, data analysts, students, and data scientists can get hands-on and experiment with and work on tech development.
Four Technology Trends That Will Shape Data Analytics in 2021
Dataversity
JANUARY 15, 2021
The profile of data analytics has never been higher. Data scientists are playing a critical role, advising decision-makers as […]. Click to learn more about author Sam Mahalingam.
Analytics 93
93 
Data consent + privacy: What that means for digital transformation of your business
Tableau
MARCH 11, 2021
But we can be hidden in this data as well: as those who contribute directly or indirectly to these counts. Citizen data scientists and other professionals may fill a void, but a key goal is handing over the work. We are not passive observers of it, but active makers in it. A global health crisis requires quick action.
Tableau 66
66 
3 Takeaways from Gartner’s 2018 Data and Analytics Summit
DataRobot Blog
APRIL 1, 2018
These modern tools will auto-profile the data, detect joins and overlaps, and offer recommendations. With AI infused throughout, the industry is moving towards a place where data analytics is far less biased, and where citizen data scientists will have greater power and agility to accomplish more in less time.
Analytics 40
40 
What Are the Benefits of BI Tools?
The Data Administration Newsletter
JULY 17, 2024
As the business intelligence solution market evolves, it may be difficult for an organization to know when to invest in these tools, and which tools are best for enterprise and user needs. In this article, we will discuss the benefits of implementing BI tools within your organization.
Data consent + privacy: What that means for digital transformation of your business
Tableau
MARCH 11, 2021
But we can be hidden in this data as well: as those who contribute directly or indirectly to these counts. Citizen data scientists and other professionals may fill a void, but a key goal is handing over the work. We are not passive observers of it, but active makers in it. A global health crisis requires quick action.
Tableau 40
40 
Becoming Data-Driven Without a Data Analyst
Dataversity
JULY 24, 2023
Data analysts are an important part of modern business, and this article will not argue otherwise. But it will argue that not every company, department, and team needs a data analyst to become data-driven. But I knew […] The post Becoming Data-Driven Without a Data Analyst appeared first on DATAVERSITY.
Data Analyst 52
52 
Small and Medium-Sized Businesses Need Self-Serve Advanced Analytics
Dataversity
MARCH 18, 2022
If your small or medium-sized business (SMB) is looking for ways to improve forecasting, problem-solving, and market opportunities, it must embrace self-service advanced analytics that allow business users to leverage their role, their knowledge of their business function, and their collaborative initiatives to gather, analyze, and share information (..)
Analytics 52
52 
Four Data Analytics Trends to Watch
Dataversity
JANUARY 21, 2022
Will “citizen data analysts” become the most important people […]. Now that 2021 has come to a close and leadership teams once again look to position their organizations for opportunities and challenges on the horizon, there’s no shortage of questions about what to expect in 2022 and beyond.
Analytics 52
52 
Closing the Data Science Skills Gap at Your Organization
Dataversity
MARCH 17, 2021
Data scientists are some of the most in-demand professionals on the market. A LinkedIn Workforce Report in 2018 found 151,000 unfilled data scientist jobs across the United States, with “acute” shortages in San Francisco, Los Angeles, and New York City. And the demand for data scientists […].
Data Science 52
52 
The Modern Data Stack Explained: What The Future Holds
Alation
JANUARY 17, 2023
As data science is growing in popularity and importance , if your organization uses data science, you’ll need to pay more attention to picking the right tools for this. An example of a data science tool is Dataiku. Business Intelligence Tools: Business intelligence (BI) tools are used to visualize your data.
How to build reusable data cleaning pipelines with scikit-learn
Snorkel AI
JULY 3, 2023
Or do you still think it takes a lot of data science knowledge, so we’re a while away from having SMEs drive this process? And we’ve been talking about citizen data scientists for the longest time. And then, maybe as data scientists, we’re more helping coach people along.
Let's personalize your content