Data Science Dojo

AUGUST 28, 2023

Model fine-tuning Model training: Once the data is prepared, the LLM is trained. This is done by using a machine learning algorithm to learn the patterns in the data. Model evaluation: Once the LLM is trained, it needs to be evaluated to see how well it performs.

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The MLOps Blog

JUNE 27, 2023

As you delve into the landscape of MLOps in 2023, you will find a plethora of tools and platforms that have gained traction and are shaping the way models are developed, deployed, and monitored. Model versioning, lineage, and packaging : Can you version and reproduce models and experiments? Can you render audio/video?

Machine Learning 134

Machine Learning Machine Learning ML ML 134

Flipboard

NOVEMBER 20, 2024

By combining the capabilities of LLM function calling and Pydantic data models, you can dynamically extract metadata from user queries. For a query like “A strategy game with cool graphics released after 2023?”” it will extract “strategy” (genre) and “2023” (year). get('text').split(':')[0].split(',')[-1].replace('score

AWS 161

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AWS Machine Learning Blog

NOVEMBER 6, 2024

top_k":250,"top_p":1,"stop_sequences":["nnHuman:"],"anthropic_version":"bedrock-2023-05-31"}" } Anthropic’s Claude accepts the prompt in a different way ( nnHuman: ), so the API request on the Amazon Bedrock console provides the prompt in the way that Anthropic’s Claude can accept.

AWS 122

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Towards AI

JUNE 26, 2024

Training Compute-Optimal Large Language Models (Paper link: Year 2022) This paper was authored by Google DeepMind and introduced the famous Chinchilla laws which revolutionized the idea that smaller models(N) are better than bigger models if you have given extra data (D) to the smaller model to train on.

Data Modeling 74

Data Modeling Data Models AI AI 74

ODSC - Open Data Science

MARCH 30, 2023

Using Azure ML to Train a Serengeti Data Model, Fast Option Pricing with DL, and How To Connect a GPU to a Container Using Azure ML to Train a Serengeti Data Model for Animal Identification In this article, we will cover how you can train a model using Notebooks in Azure Machine Learning Studio.

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Dataversity

JANUARY 30, 2023

Actually, it is approximately 10 years old, and it became popular ever since agile people realized that postponing things creates not only technical debt, but certainly also data debt. Will we, in 2023, be better at not creating so much data debt, and will it be […] The post 2023: Mitigating Data Debt by Knowing or by Guessing?

Data Modeling 52

Data Modeling Data Models Database 52

phData

OCTOBER 16, 2023

Thanks to our team’s hard work and success with dbt, we achieved something remarkable: being named the dbt Labs’ 2023 Services Partner of the Year. Below are five of our most popular dbt resources: Is dbt a Good Tool for Implementing Data Models? Best Practices: We want our clients to own their data and to take care of it.

DataOps 52

DataOps Data Models Data Modeling SQL 52

phData

NOVEMBER 13, 2023

Join us as we navigate the key takeaways defining the future of data transformation. dbt Mesh Enterprises today face the challenge of managing massive, intricate data projects that can slow down innovation. In mid-2023, many companies were wrangling with more than 5,000 dbt models. Figure 5: dbt Cloud CLI.

Database 52

Database Business Intelligence Business Intelligence Data Silos 52

Tableau

APRIL 3, 2023

Madeleine Corneli Senior Manager, Product Management, Tableau Adiascar Cisneros Manager, Product Management, Tableau Bronwen Boyd April 3, 2023 - 5:27pm April 3, 2023 Google Cloud’s BigQuery is a serverless, highly-scalable cloud-based data warehouse solution that allows users to store, query, and analyze large datasets quickly.

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Tableau SQL Data Warehouse Database 98

Data Science Dojo

JANUARY 10, 2023

So, even as data science methods head towards automation, it’s data scientists who shape the research questions, devise the analytic procedures to be followed, and lastly, interpret the results. Read about: 2023 AI and Machine Learning trends 4.

Data Science 195

Data Science Data Scientist Data Analyst Machine Learning 195

Mlearning.ai

JANUARY 28, 2023

From Sale Marketing Business How to use data science to optimize your business in 2023.Data Data science is an indispensable asset in the modern business world, offering myriad benefits such as optimizing operations and customer satisfaction while boosting revenue. Data science is an important tool for businesses in 2023.

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Data Science Machine Learning Machine Learning Algorithm 52

Towards AI

JULY 30, 2023

Last Updated on August 1, 2023 by Editorial Team Author(s): Michael Weiss Originally published on Towards AI. Our 2023 event is taking place at the MGM Grand in Las Vegas August 7–9. Fast forward to 2023, AI has become accessible to enterprise executives across industries. Join thousands of data leaders on the AI newsletter.

AI 98

AI AI Artificial Intelligence Artificial Intelligence 98

Tableau

SEPTEMBER 26, 2023

Swetha Bezawada Senior Data Scientist Colten Woo September 26, 2023 - 6:57pm October 2, 2023 The typical analytical ecosystem has two silos: business intelligence and data science. Once the connection is established, head to the data source tab, select New Table Extension and drag and drop it into your data model.

Tableau 123

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How to Learn Machine Learning

JANUARY 21, 2023

In this article, we’ll explore 7 of the most intriguing AI project ideas for beginners in 2023, providing the perfect opportunity to get your feet wet and jumpstart your AI journey. Additionally, you’ll need to create a data model that can be used to store user data and process requests.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Natural Language Processing Machine Learning 52

Tableau

MARCH 19, 2024

Most students are relatively new to using Tableau, and this challenge allows them to flex their data skills, learn new tricks, and network with the Tableau Community, all while competing for a spot in the top three. Everything was going smoothly except for one little problem. “I After every challenge I would add the viz to my profile.

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Tableau Data Visualization Business Intelligence Business Intelligence 131

DagsHub

SEPTEMBER 10, 2023

DagsHub is a centralized platform to host and manage machine learning projects, including code, data, models, experiments, annotations, model registry, and more! Celebrating its 10th anniversary, Hacktoberfest has contributed 2.35 million pull/merge requests to open-source projects so far! Image by Hacktoberfest What is DagsHub?

Machine Learning 52

Machine Learning Machine Learning Data Pipeline AI 52

phData

FEBRUARY 8, 2024

Data Modeling, dbt has gradually emerged as a powerful tool that largely simplifies the process of building and handling data pipelines. dbt is an open-source command-line tool that allows data engineers to transform, test, and document the data into one single hub which follows the best practices of software engineering.

Data Models 52

Data Models Data Modeling Data Warehouse Database 52

ODSC - Open Data Science

APRIL 6, 2023

But its status as the go-between for programming and data professionals isn’t its only power. Within SQL you can also filter data, aggregate it and create valuations, manipulate data, update it, and even do data modeling. Join us at East, and earn that SQL wizard hat.

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SQL Data Scientist Database Data Science 98

phData

AUGUST 29, 2023

This blog was written by Spencer Baucke and updated for 2023 by Gavin Pedersen. Letting your Power BI data model get disorganized is a feeling every Power BI developer knows all too well, and it’s something that can occur very quickly when developing. Open the model view by clicking the data model icon on the left.

Power BI 52

Power BI Data Modeling Data Models 52

Tableau

SEPTEMBER 26, 2023

Swetha Bezawada Senior Data Scientist Colten Woo September 26, 2023 - 6:57pm October 2, 2023 The typical analytical ecosystem has two silos: business intelligence and data science. Once the connection is established, head to the data source tab, select New Table Extension and drag and drop it into your data model.

Tableau 96

Tableau Analytics Analytics Python 96

phData

MARCH 30, 2023

Income Statement Tableau Dashboard Example Megan Menth March 30, 2023 View Dashboard in Tableau Public This Tableau income statement dashboard gives users the traditional spreadsheet type of view into accounts, while also allowing for increased flexibility and dynamism. 3 Key Features About This Income Statement Dashboard 1.

Tableau 52

Tableau Data Models Data Modeling Analytics 52

The Data Administration Newsletter

AUGUST 7, 2024

My column today is a follow-up to my article “The Challenge of Data Consistency,” published in the May 2023 issue of this newsletter. In that article, I discussed how semantic encoding (also called concept encoding) is the go-to solution for consistently representing master data entities such as customers and products.

Natural Language Processing 52

Natural Language Processing Data Quality Data Governance Data Modeling 52

ODSC - Open Data Science

APRIL 28, 2023

Editor’s note: Tendü Yoğurtçu, PhD is a speaker for ODSC East 2023 this May 9th-11th. Be sure to check out her talk, “ Power trusted AI/ML Outcomes with Data Integrity ,” there! The location and other 3rd party data assets add critical context and improve the outcomes from data models and predictions.

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Dataversity

NOVEMBER 21, 2022

The new ISO 39075 Graph Query Language Standard is to hit the data streets in late 2023 (?). If graph databases are standardized pretty soon, what will happen to SQL? They will very likely stay around for a long time. Not simply because legacy SQL has a tremendous inertia, but because relational database paradigms […].

SQL 52

SQL Database Data Modeling Data Models 52

Tableau

APRIL 3, 2023

Madeleine Corneli Senior Manager, Product Management, Tableau Adiascar Cisneros Manager, Product Management, Tableau Bronwen Boyd April 3, 2023 - 5:27pm April 3, 2023 Google Cloud’s BigQuery is a serverless, highly-scalable cloud-based data warehouse solution that allows users to store, query, and analyze large datasets quickly.

Tableau 52

Tableau SQL Data Warehouse Database 52

DrivenData Labs

MARCH 26, 2024

Our team was initially drawn to the topic of wildfires by our recollection of Canada’s extreme 2023 fire season and the personal impact it had on all of us living in the Washington, DC area, in which we experienced several days of extremely poor air quality. She later earned a Masters in Decision Analytics at Virginia Commonwealth University.

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Power BI Data Scientist Python Machine Learning 264

phData

FEBRUARY 21, 2023

Expense Report Dashboard in Sigma Computing Stanley Joseph February 21, 2023 View Dashboard in Sigma This Sigma Computing Expense Report Dashboard Example is a descriptive display showing how expenses are being spent by date (YTD, QTD, MTD), departments, expense type, expense subtype and employees.

Data Models 52

Data Models Data Modeling 52

AWS Machine Learning Blog

SEPTEMBER 18, 2024

In addition to its groundbreaking AI innovations, Zeta Global has harnessed Amazon Elastic Container Service (Amazon ECS) with AWS Fargate to deploy a multitude of smaller models efficiently. Additionally, Feast promotes feature reuse, so the time spent on data preparation is reduced greatly.

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Towards AI

AUGUST 8, 2023

Last Updated on August 9, 2023 by Editorial Team Author(s): Sujay Kapadnis Originally published on Towards AI. I am currently developing an Audio Speech Recognition system, so I needed to brush up my knowledge on the basics regarding it. This article is the result of that. wav.flac(free lossless audio codec).mp3

Machine Learning 98

Machine Learning Machine Learning Data Models Data Modeling 98

phData

MAY 25, 2023

How to Optimize Power BI and Snowflake for Advanced Analytics Spencer Baucke May 25, 2023 The world of business intelligence and data modernization has never been more competitive than it is today. Creating an efficient data model can be the difference between having good or bad performance, especially when using DirectQuery.

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IBM Journey to AI blog

JULY 11, 2024

Renewable energy capacity grew by nearly 14%—or 473 gigawatts (GW)—in 2023 according to the International Renewable Energy Agency (IRENA). With custom climate apps and data models, organizations can make a just transition toward net zero emissions. It can also help meet the world’s growing energy demands.

Data Models 96

Data Models Data Modeling 96

Dataconomy

AUGUST 7, 2023

These formats play a significant role in how data is processed, analyzed, and used to develop AI models. Structured data is organized in a highly organized and predefined manner. It follows a clear data model, where each data entry has specific fields and attributes with well-defined data types.

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Precisely

MARCH 7, 2024

Precisely believes that “the whole truth” is essential to data integrity. According to a 2023 study from the LeBow College of Business , data enrichment and location intelligence figured prominently among executives’ top 5 priorities for data integrity. Many people use the term to describe a data quality metric.

Data Quality 52

Data Quality Database Administration Analytics Analytics 52

Pickl AI

NOVEMBER 4, 2024

Summary: The fundamentals of Data Engineering encompass essential practices like data modelling, warehousing, pipelines, and integration. Understanding these concepts enables professionals to build robust systems that facilitate effective data management and insightful analysis. What is Data Engineering?

Data Engineering 52

Data Engineering Data Engineering Data Engineering Data Engineer 52

ODSC - Open Data Science

FEBRUARY 14, 2023

The database would need to be highly available and resilient, with features like automatic failover and data replication to ensure that the system remains up and running even in the face of hardware or software failures. This could be achieved through the use of a NoSQL data model, such as document or key-value stores.

Database 124

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IBM Journey to AI blog

JULY 6, 2023

AIOps Insights employs a federated data model encompassing events, metrics and topology, providing central ITOps teams with a comprehensive view of their entire IT environment from a single pane of glass. AIOps Insights is Generally Available (GA) on June 30, 2023.

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