Data Science Blog

NOVEMBER 15, 2023

The database for Process Mining is also establishing itself as an important hub for Data Science and AI applications, as process traces are very granular and informative about what is really going on in the business processes. This aspect can be applied well to Process Mining, hand in hand with BI and AI.

Data Modeling 245

Data Modeling Data Models Business Intelligence Business Intelligence 245

IBM Journey to AI blog

FEBRUARY 6, 2024

It’s hard to imagine a business world without cloud computing. There would be no e-commerce, remote work capabilities or the IT infrastructure framework needed to support emerging technologies like generative AI and quantum computing. What is cloud computing?

Cloud Computing 119

Cloud Computing Big Data Big Data Internet of Things 119

Data Science Dojo

JULY 3, 2024

Databases and SQL : Managing and querying relational databases using SQL, as well as working with NoSQL databases like MongoDB. Cloud Computing : Utilizing cloud services for data storage and processing, often covering platforms such as AWS, Azure, and Google Cloud.

Data Science 150

Data Science Machine Learning Machine Learning Data Visualization 150

Applied Data Science

AUGUST 2, 2021

Big Ideas What to look out for in 2022 1. Automation Automating data pipelines and models ➡️ 6. Deployment How to build sustainable, scalable live systems ? Proving Value How to calculate ROI and prioritise projects ? Team Building the right data science team is complex.

Data Science 130

Data Science Data Scientist ML ML 130

Precisely

JANUARY 17, 2023

For most enterprises, 2022 was a year of transition, as companies struggled to figure out how to accomplish more with fewer resources. Cloud computing offers some advantages in terms of scalability and elasticity, yet it has also led to higher-than-ever volumes of data.

Data Quality 97

Data Quality Machine Learning Machine Learning Data Silos 97

AWS Machine Learning Blog

MARCH 14, 2024

2022) published findings about in-context learning that can enhance the performance of the few-shot prompting technique. 2022) introduced the chain-of-thought (CoT) prompting technique to solve complex reasoning problems through intermediate reasoning steps. These tasks require breaking the problem down into steps and then solving it.

AWS 132

AWS AI AI ML 132

AWS Machine Learning Blog

SEPTEMBER 12, 2024

The application sends the user query to the vector database to find similar documents. The QnA application submits a request to the SageMaker JumpStart model endpoint with the user query and context returned from the vector database. The documents returned as a context are captured by the QnA application.

AWS 132

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Smart Data Collective

JANUARY 7, 2022

7 Benefits a cloud-based POS system can give your business in 2022. In a heavily disrupted world by the Covid-19, a cloud-based POS system is no longer just a growth hacking strategy. A cloud-based POS system precisely addresses this need. But to know exactly how, you have to read on.

Database 126

Database Cloud Computing AI AI 126

Pickl AI

NOVEMBER 4, 2024

million in 2022, is projected to grow at a CAGR of 18.15% , reaching USD 140,808.0 They are responsible for building and maintaining data architectures, which include databases, data warehouses, and data lakes. Data Modelling Data modelling is creating a visual representation of a system or database. million by 2028.

Data Engineering 52

Data Engineering Data Engineer Data Engineering Data Engineering 52

IBM Journey to AI blog

MARCH 27, 2024

Both are based on complicated digital infrastructures and depend on virtualization , the underlying concept of cloud computing. For example, Synergy Research Group reported in April 2023 that the first quarter of that year saw a USD 10 billion jump over Q1 2022 spending on data centers (link resides outside ibm.com).

Internet of Things 119

Internet of Things Cloud Computing Artificial Intelligence Artificial Intelligence 119

Precisely

MARCH 10, 2023

Organizations searched for ways to add more data, more variety of data, bigger sets of data, and faster computing speed. That effort led to a dramatic shift toward the cloud. Cloud computing power is highly elastic and infinitely scalable, and cloud storage is cheap.

Analytics 59

Analytics Analytics Data Warehouse Big Data 59

phData

MAY 25, 2023

Snowflake is a cloud computing–based data cloud company that provides data warehousing services that are far more scalable and flexible than traditional data warehousing products. Both companies seem to recognize this “necessary evil” dynamic as they continue to be partners as of 2022.

Power BI 84

Power BI Analytics Analytics Azure 84

Pickl AI

NOVEMBER 28, 2024

billion in 2022 and is expected to grow to USD 505.42 Familiarity with cloud computing tools supports scalable model deployment. databases, CSV files). Big data tools and Cloud computing platforms have become essential in providing the scalability and processing power required for effective ML workflows.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

DrivenData Labs

MARCH 30, 2023

Phase 2: Solution Development ¶ Phase 2 of the challenge took place from October 2022 to late January 2023. Phase 3: Red Teaming ¶ Phase 3 of the challenge for red team participants began in November 2022. What motivated you to participate? :

Machine Learning 162

Machine Learning Machine Learning Data Science Algorithm 162

AWS Machine Learning Blog

SEPTEMBER 14, 2023

She recently graduated from the University of Texas at Dallas in December 2022 with her Masters of Science in Computer Science with a specialization in Intelligent Systems focusing on AI/ML. He is passionate about helping customers build robust and scalable solutions on AWS cloud services following best practices.

AWS 120

AWS AI AI Data Silos 120

IBM Journey to AI blog

JULY 7, 2023

IBM Security X-Force found the most common threat on organizations is extortion, which comprised more than a quarter (27%) of all cybersecurity threats in 2022. Secure databases in the physical data center, big data platforms and the cloud. Dispose of old computers and records securely. million.

Data Governance 40

Data Governance Data Lakes Database Cloud Computing 40

ODSC - Open Data Science

JULY 11, 2023

Hybrid data centers: This refers to a combination of different data center solutions such as using a mix of on-premises, co-location, and cloud-based data centers to meet specific needs. Not a cloud computer? Photo from unsplash.com Is cloud computing just using someone else’s data center?

Data Lakes 40

Data Lakes Cloud Computing AI AI 40

DrivenData Labs

DECEMBER 11, 2024

A number of breakthroughs are enabling this progress, and here are a few key ones: Compute and storage - The increased availability of cloud compute and storage has made it easier and cheaper to get the compute resources organizations need.

Data Science 147

Data Science Data Scientist Machine Learning Machine Learning 147

Flipboard

MAY 17, 2023

My understanding is that Microsoft’s initial investment was in time on the cloud computing rather than hard, cold cash. OpenAI certainly needed [cloud computing time] to build these models because they’re enormously expensive in terms of the computing needed. Brooks : Probably not. Didn’t at all. Brooks: No.

Cloud Computing 182

Cloud Computing AI AI Computer Science 182

IBM Journey to AI blog

FEBRUARY 9, 2024

2022 was the year that generative artificial intelligence (AI) exploded into the public consciousness, and 2023 was the year it began to take root in the business world. An influential March 2022 paper from Deepmind demonstrated that training smaller models on more data yields better performance than training larger models on fewer data.

AI 119

AI AI Artificial Intelligence Artificial Intelligence 119

Pickl AI

DECEMBER 25, 2024

Notably, the global cloud-native market, valued at $5.3 billion in 2022, is projected to grow at an impressive 25.2% Key Takeaways Cloud-native architecture ensures applications dynamically scale to meet variable workloads. These solutions include relational databases like Amazon RDS and NoSQL options like MongoDB Atlas.

ML 52

ML ML Cloud Computing Database 52