ODSC - Open Data Science

NOVEMBER 19, 2024

ODSC West 2024 showcased a wide range of talks and workshops from leading data science, AI, and machine learning experts. This blog highlights some of the most impactful AI slides from the world’s best data science instructors, focusing on cutting-edge advancements in AI, data modeling, and deployment strategies.

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Towards AI

JANUARY 11, 2024

Last Updated on January 12, 2024 by Editorial Team Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Exploring the way to perform tabular data science activity with LLMImage developed by DALL.E Large Language Models have been rising recently and will be like that in the upcoming year. How do we do?

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AWS Machine Learning Blog

NOVEMBER 6, 2024

Pass the prompt to the client: response = bedrock_runtime.invoke_model(**kwargs) response This will invoke the Amazon Bedrock model with the provided prompt and print the generated streaming body object response. I ate an ice-cream and swam in the sean nnProvide title between XML tagsnnAssistant:","max_tokens_to_sample":300,"temperature":0.5,"top_k":250,"top_p":1,"stop_sequences":["nnHuman:"],"anthropic_version":"bedrock-2023-05-31"}'}

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Tableau

OCTOBER 7, 2024

Spencer Czapiewski October 7, 2024 - 9:59pm Madeline Lee Product Manager, Technology Partners Enabling teams to make trusted, data-driven decisions has become increasingly complex due to the proliferation of data, technologies, and tools. Tableau Pulse: Tableau Pulse metrics can be directly connected to dbt models and metrics.

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Iguazio

DECEMBER 18, 2023

This means that in 2024, we’re likely to see businesses continue to seek ways to adopt generative AI as a way to enhance their operations. Will generative AI continue to be one of the hottest topics in 2024 as well? In 2024, I expect to see a growing focus on accuracy during AI model development and deployment.

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Towards AI

JUNE 26, 2024

Last Updated on June 29, 2024 by Editorial Team Author(s): Anish Dubey Originally published on Towards AI. Context We have repeatedly seen that increasing the model parameters results in better performance (GPT-1 has 117M parameters, GPT-2 has 1.5B But the next set of questions is how to scale the AI model.

Data Modeling 69

Data Modeling Data Models AI AI 69

phData

OCTOBER 8, 2024

Thanks to our team’s hard work and success with dbt Labs, we achieved something remarkable: being named dbt Labs’ 2024 Top Overall Services Partner of the Year for the second year in a row. Data Migrations: Data migrations are one of the most complex challenges for businesses looking to modernize their data.

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Pickl AI

MARCH 4, 2024

Optimising Power BI reports for performance ensures efficient data analysis. Power BI proficiency opens doors to lucrative data analytics and business intelligence opportunities, driving organisational success in today’s data-driven landscape. They are computed during data refresh and stored in the data model.

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Tableau

SEPTEMBER 12, 2024

Spencer Czapiewski September 12, 2024 - 8:38pm Karen Madera Senior Manager, Product Marketing, Tableau We’re in the midst of an autonomous revolution that’s reshaping the way businesses use data to gain a competitive edge, delight customers, and engage employees. September 18, 2024 Want to learn more?

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Pickl AI

JANUARY 16, 2024

Summary: The blog delves into the 2024 Data Analyst career landscape, focusing on critical skills like Data Visualisation and statistical analysis. It identifies emerging roles, such as AI Ethicist and Healthcare Data Analyst, reflecting the diverse applications of Data Analysis. Value in 2024 – $305.90

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Data Science Dojo

AUGUST 19, 2024

Interpolation: Use interpolation methods to estimate missing values in time series data. Model-based imputation: Train a model to predict missing values based on other features in the dataset. Read more about 10 highest paying AI jobs in 2024 What are some common evaluation metrics for classification and regression problems?

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Tableau

JULY 25, 2024

Spencer Czapiewski July 25, 2024 - 5:54pm Thomas Nhan Director, Product Management, Tableau Lari McEdward Technical Writer, Tableau Expand your data modeling and analysis with Multi-fact Relationships, available with Tableau 2024.2. Sometimes data spans multiple base tables in different, unrelated contexts.

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AWS Machine Learning Blog

NOVEMBER 21, 2024

Make sure you’re updating the data model ( updateTrackListData function) to handle your custom fields. attr({ name: 'speaker', class: 'custom-dropdown-width' }); var speakerOptions = ['Speaker A', 'Speaker B', 'Multiple Speakers', 'Background Noise']; speakerOptions.forEach(function(option) { speakerDropdown.append($(' ').val(option).text(option));

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Iguazio

DECEMBER 18, 2023

This means that in 2024, we’re likely to see businesses continue to seek ways to adopt generative AI as a way to enhance their operations. Will generative AI continue to be one of the hottest topics in 2024 as well? In 2024, I expect to see a growing focus on accuracy during AI model development and deployment.

ML 52

ML ML AI AI 52

Tableau

AUGUST 29, 2024

Spencer Czapiewski August 29, 2024 - 9:52pm Kirk Munroe Chief Analytics Officer & Founding Partner at Paint with Data Kirk Munroe, Chief Analytics Officer and Founding Partner at Paint with Data and Tableau DataDev Ambassador, explains the value of using relationships in your Tableau data models.

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Tableau

SEPTEMBER 11, 2024

Spencer Czapiewski September 11, 2024 - 7:45pm Madeline Lee Product Manager, Technology Partners Empowering teams to make data-driven decisions quickly and collaboratively is no longer optional—it's necessary for business success. September 23, 2024

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Pickl AI

JUNE 18, 2024

Identify Data Sources and Requirements Determine the data sources that will feed into your Power BI project and ensure all necessary data is accessible and properly formatted. Data Modelling and Cleaning Invest time in data modelling and cleaning to create a robust and reliable data foundation for your reports and dashboards.

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ODSC - Open Data Science

NOVEMBER 18, 2024

We’ve just wrapped up our last, and best, conference of the year, ODSC West 2024. Dimensional Data Modeling in the Modern Era Dustin Dorsey |Principal Data Architect |Onix With the emergence of big data, cloud computing, and AI-driven analytics, many wonder if the traditional principles of dimensional modeling still hold value.

Deep Learning 40

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Tableau

MARCH 19, 2024

Ateken Abla March 19, 2024 - 9:05pm Larissa Amoroso Vice President, Tableau Community, Tableau When Karolina Grodzinska took the stage at Tableau Conference as part of her Iron Viz: Student Edition award, it felt like the culmination of her data learning, which started in 2021. In her words, “Data is fun!” March 20, 2024

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DagsHub

APRIL 21, 2024

Best MLOps Tools & Platforms for 2024 In this section, you will learn about the top MLOps tools and platforms that are commonly used across organizations for managing machine learning pipelines. Data storage and versioning Some of the most popular data storage and versioning tools are Git and DVC.

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Machine Learning Machine Learning ML ML 59

DagsHub

DECEMBER 5, 2023

With DVC, we don't need to rebuild previous models or data modeling techniques to achieve the same past state of results. TensorBoard does not store data or code versions, making it unable to provide full reproducibility. DVC is easy to use and doesn't require special infrastructure or external services.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

ODSC - Open Data Science

JANUARY 11, 2024

Getting Started with AI in High-Risk Industries, How to Become a Data Engineer, and Query-Driven Data Modeling How To Get Started With Building AI in High-Risk Industries This guide will get you started building AI in your organization with ease, axing unnecessary jargon and fluff, so you can start today.

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Towards AI

OCTOBER 10, 2024

Last Updated on October 12, 2024 by Editorial Team Author(s): Vladyslav Fliahin Originally published on Towards AI. Yet, making sense of this data and processing it is a challenging task. Your task is to process a given product review text and extract the following fields:1. pros** (`List[str]`).

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Hacker News

SEPTEMBER 26, 2024

It starts with defines a core data model and the relations and the atoms. Humans learn from examples, not from “core concepts” Humans are amazing pattern matching machines, in contrast to computers who obey Boolean logic and follow strict instructions. Humans don't learn about things this way.

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IBM Journey to AI blog

AUGUST 6, 2024

This means data management that corresponds with today’s use cases , and where data is the central asset that requires protection through its entire lifecycle, use, and disposal. A paradigm shift in data security is well supported by evidence in the 2024 edition of the Cost of a Data Breach Report.

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Towards AI

MARCH 20, 2024

Last Updated on March 25, 2024 by Editorial Team Author(s): Rajesh K Originally published on Towards AI. Graph databases and knowledge graphs are among the most widely adopted solutions for managing data represented as graphs, consisting of nodes (entities) and edges (relationships).

Database 110

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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

NOVEMBER 21, 2024

Recapping ODSC West 2024: Our Biggest and Best One Yet! ODSC West 2024 is in the history books, and between the speakers, partners, and exhibitors, we have to say that it was our best one yet. Insights From the Winners of the ODSC West 2024 NVIDIA Hackathons Hackathons can be intimidating, especially if you’ve never done one before.

Data Science 40

Data Science Database AI AI 40

Tableau

MAY 11, 2022

Data refresh failure detection that flags the issue to data users for mitigation and downstream consumers. Data modeling for every data source created in Tableau that shows how to query data in connected database tables and how to include a logical (semantic) layer and a physical layer.

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Tableau

MAY 11, 2022

Data refresh failure detection that flags the issue to data users for mitigation and downstream consumers. Data modeling for every data source created in Tableau that shows how to query data in connected database tables and how to include a logical (semantic) layer and a physical layer.

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Tableau Data Warehouse Database Data Analyst 98

Towards AI

APRIL 22, 2024

Last Updated on April 25, 2024 by Editorial Team Author(s): Bhavesh Agone Originally published on Towards AI. Data is the foundation of how today’s websites and apps function. NoSQL Databases: Designed for semi-structured or unstructured data that have flexible schemas, enabling quick development and schema evolution.

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Database SQL Clustering Big Data 103

phData

APRIL 19, 2024

The diagram below describes some key aspects of the replication process when implementing this solution using Fivetran: Workday Fivetran Snowflake Workday REST API Interface enables data extraction. Connectors abstract away the task of analyzing and extracting data from each endpoint. Incremental extracts and writes are managed (CDC).

Data Modeling 52

Data Modeling Data Models 52

IBM Journey to AI blog

SEPTEMBER 13, 2024

Einstein 1 is going to be a major focus at Dreamforce 2024, and we’ve already seen a tremendous amount of hype and development around the artificial intelligence capabilities it provides. We have also seen a commensurate focus on Data Cloud as the tool that brings data from multiple sources to make this AI wizardry possible.

AI 49

AI AI Natural Language Processing Tableau 49

phData

JUNE 17, 2024

Call Center Capacity and Service Analytics Sigma Dashboard Example James Zirbes June 17, 2024 View Dashboard in Sigma Call center leaders are making decisions constantly to course correct, and they need relevant analytics available to them at any moment to make those decisions well.

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AWS Machine Learning Blog

SEPTEMBER 19, 2024

Run the fine-tuning job The following code shows a shortened torchtune recipe configuration highlighting a few key components of the file for a fine-tuning job: Model component including LoRA rank configuration Meta Llama 3 tokenizer to tokenize the data Checkpointer to read and write checkpoints Dataset component to load the dataset sh-4.2$

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AWS Machine Learning Blog

APRIL 29, 2024

In 2024, however, organizations are using large language models (LLMs), which require relatively little focus on NLP, shifting research and development from modeling to the infrastructure needed to support LLM workflows. Epoch 0 begin Fri Mar 15 21:19:10 2024. Task is starting. Compiler status PASS. (0,

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Tableau

OCTOBER 8, 2024

Spencer Czapiewski October 8, 2024 - 9:14pm Southard Jones Chief Product Officer, Tableau Since the announcement of Tableau Einstein, we've been thrilled by all the enthusiasm and curiosity from our community, customers, and partners. and see Tableau Einstein in action by watching our keynote at Dreamforce 2024. October 24, 2024

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