ODSC - Open Data Science

APRIL 3, 2023

We looked at over 25,000 job descriptions, and these are the data analytics platforms, tools, and skills that employers are looking for in 2023. The Modern Data Stack: Apache Spark, Google Bigquery, Oracle Database, Microsoft SQL Server, Snowflake The modern data stack continues to have a big impact, and data analytics roles are no exception.

Analytics 52

Analytics Analytics Data Analyst Data Science 52

Towards AI

JULY 19, 2023

Last Updated on July 19, 2023 by Editorial Team Author(s): Rory McManus Originally published on Towards AI. Cloud Computing, Natural Language Processing Azure Cognitive Services Text Analytics is a great tool you can use to quickly evaluate a text data set for positive or negative sentiment. Set Azure Cognitive Services API and Key.

Azure 40

Azure Natural Language Processing Cloud Computing Analytics 40

ODSC - Open Data Science

APRIL 18, 2023

ODSC East 2023 is just a few weeks away and we’ve been hard at work finalizing the conference schedule. Monday, May 8th — Day 0: Pre-Conference Bootcamp Day The first unofficial day of ODSC East 2023 is the virtual-only Pre-Conference Bootcamp Day. Join us to meet and connect with your fellow Mini-Bootcamp attendees.

Data Science 98

Data Science Data Wrangling Machine Learning Machine Learning 98

ODSC - Open Data Science

FEBRUARY 2, 2023

The role of a data scientist is in demand and 2023 will be no exception. To get a better grip on those changes we reviewed over 25,000 data scientist job descriptions from that past year to find out what employers are looking for in 2023. While knowing Python, R, and SQL are expected, you’ll need to go beyond that.

Data Science 98

Data Science Data Scientist Computer Science Computer Science 98

ODSC - Open Data Science

DECEMBER 5, 2023

We had bigger sessions on getting started with machine learning or SQL, up to advanced topics in NLP, and of course, plenty related to large language models and generative AI. A new event to ODSC West 2023 were the Lightning talks, which saw a small group of victims (speakers) describe slides picked at random. What’s next?

Data Science 98

Data Science Artificial Intelligence Artificial Intelligence Machine Learning 98

ODSC - Open Data Science

MAY 26, 2023

ODSC Europe 2023 is coming up quickly and we’ve been hard at work finalizing the conference schedule. Tuesday, June 13th — Day 0: Pre-Conference Bootcamp Day The first unofficial day of ODSC Europe 2023 is the virtual-only Pre-Conference Bootcamp Day. And, if you want to save 40% on your pass , you’d better register soon.

Data Science 52

Data Science Data Wrangling Machine Learning Machine Learning 52

ODSC - Open Data Science

FEBRUARY 17, 2023

NLP Skills for 2023 These skills are platform agnostic, meaning that employers are looking for specific skillsets, expertise, and workflows. Knowing some SQL is also essential. AWS Cloud, Azure Cloud, and others are all compatible with many other frameworks and languages, making them necessary for any NLP skill set.

Deep Learning 111

Deep Learning Deep Learning Data Science Natural Language Processing 111

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. Open-source tools have gained significant traction due to their flexibility, community support, and adaptability to various workflows.

Machine Learning 134

Machine Learning Machine Learning ML ML 134

ODSC - Open Data Science

JULY 22, 2023

We’re a few weeks removed from ODSC Europe 2023 and we couldn’t have left on a better note. Here are some highlights from ODSC Europe 2023, including some pictures of speakers and attendees, popular talks, and a summary of what kept people busy. That’s it for our ODSC Europe 2023 highlights! What’s next?

Apache Kafka 52

Apache Kafka Machine Learning Machine Learning Data Science 52

Data Science Blog

SEPTEMBER 3, 2024

Der Gartner´s Magic Quadrant zu Process Mining Tools für 2024 zeigt einige Movements im Vergleich zu 2023. Process Mining Tool im Gartner Magic Quadrant Chart – 2023 vs 2024 Auch wenn ich große Ehrfurcht gegenüber Gartner als Quelle habe, bin ich jedoch nicht sicher, wie weit die Datengrundlage für die Feststellung geht.

Data Science 130

Data Science Power BI Azure Data Warehouse 130

ODSC - Open Data Science

MAY 25, 2023

In particular, we are excited to announce that passes for both ODSC West 2023 and ODSC APAC 2023 are now on sale. ODSC West 2023 The biggest change coming to ODSC West this year is that the conference is now 4 days instead of 3. His past roles have included work in analytics, big data, R, SQL, data mining, and more.

Data Science 52

Data Science Database Machine Learning Machine Learning 52

ODSC - Open Data Science

JUNE 8, 2023

We’re a few weeks removed from ODSC East 2023 and we couldn’t have left on a better note. Here are some highlights from ODSC East 2023, including some pictures of speakers and attendees, popular talks, and a summary of what kept people busy. That’s it for our ODSC East 2023 highlights!

Data Science 52

Data Science Machine Learning Machine Learning ML 52

Becoming Human

MAY 15, 2023

One is a scripting language such as Python, and the other is a Query language like SQL (Structured Query Language) for SQL Databases. There is one Query language known as SQL (Structured Query Language), which works for a type of database. SQL Databases are MySQL , PostgreSQL , MariaDB , etc.

Data Science 75

Data Science Machine Learning Machine Learning Database 75

Pickl AI

NOVEMBER 4, 2024

billion in 2023, is projected to grow at a remarkable CAGR of 19.50% from 2024 to 2032. Each database type requires its specific driver, which interprets the application’s SQL queries and translates them into a format the database can understand. The ODBC market , valued at USD 1.5 INSERT : Add new records to a table.

Database 52

Database SQL ETL Azure 52

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. In a perfect world, Microsoft would have clients push even more storage and compute to its Azure Synapse platform.

Power BI 84

Power BI Analytics Analytics Azure 84

phData

JUNE 8, 2023

Can be used to open and edit any file with the.rdl file extension, even if it was authored using another software, like SQL Server Reporting Services (SSRS), for example. Power BI Report Builder Limitations Limited documentation and resources (this has been growing since the start of 2023). Few native data source connections.

Power BI 90

Power BI SQL Azure Database 90

Pickl AI

NOVEMBER 4, 2024

billion in 2023 and is projected to reach USD 55.96 Various types of storage options are available, including: Relational Databases: These databases use Structured Query Language (SQL) for data management and are ideal for handling structured data with well-defined relationships. billion in 2023 and is projected to grow from USD 218.33

Data Engineer 52

Data Engineer Data Engineering Data Engineering Data Engineering 52

Pickl AI

NOVEMBER 5, 2024

billion in 2023. Its popularity stems from its user-friendly interface and seamless integration with widely used Microsoft applications like Excel and Azure, making it highly accessible for organisations already using Microsoft products. To provide additional information, the global business intelligence market was valued at USD 29.42

Power BI 52

Power BI Tableau Business Intelligence Business Intelligence 52

ODSC - Open Data Science

AUGUST 24, 2023

5 Jobs That Will Use Prompt Engineering in 2023 Whether you’re looking for a new career or to enhance your current path, these jobs that use prompt engineering will become desirable in 2023 and beyond. Get a chance to collaborate with our community/media partner team and support us with the organization of ODSC West 2023!

Data Lakes 52

Data Lakes Data Science Machine Learning Machine Learning 52

ODSC - Open Data Science

MAY 11, 2023

5 Things I Learned Writing SQL with Gen AI DataDistillr has found some interesting uses for generative AI. But without a vector database, generative AI will not achieve the goal of truly human-like intelligence. Here’s an overview of their query assistant and their experience making it. Some Think These Jobs Will be Replaced by AI.

AI 52

AI AI Data Science Azure 52

IBM Journey to AI blog

SEPTEMBER 11, 2023

Boyce to create Structured Query Language (SQL). Db2 (LUW) was born in 1993, and 2023 marks its 30th anniversary. Developers can leverage features like REST APIs, JSON support and enhanced SQL compatibility to easily build cloud-native applications. ” His paper and research went on to inspire Donald D.

Database 105

Database SQL Data Warehouse Machine Learning 105

The MLOps Blog

OCTOBER 20, 2023

Example template for an exploratory notebook | Source: Author How to organize code in Jupyter notebook For exploratory tasks, the code to produce SQL queries, pandas data wrangling, or create plots is not important for readers. In those cases, most of the data exploration and wrangling will be done through SQL. documentation.

SQL 52

SQL Database Data Scientist Python 52

phData

NOVEMBER 8, 2024

Cost Efficiency and Scalability Open Table Formats are designed to work with cloud storage solutions like Amazon S3, Google Cloud Storage, and Azure Blob Storage, enabling cost-effective and scalable storage solutions. Amazon S3, Azure Data Lake, or Google Cloud Storage).

Data Lakes 52

Data Lakes Data Warehouse Database Azure 52

Mlearning.ai

FEBRUARY 16, 2023

The solution was built on top of Amazon Web Services and is now available on Google Cloud and Microsoft Azure. Multi-Cloud Options You can host Snowflake on numerous popular cloud platforms, including Microsoft Azure, Google Cloud, and Amazon Web Services. Therefore, the tool is referred to as cloud-agnostic. What does Snowflake do?

Data Warehouse 52

Data Warehouse Business Intelligence Business Intelligence Database 52

DagsHub

DECEMBER 11, 2023

Best 8 data version control tools for 2023 (Source: DagsHub ) Introduction With business needs changing constantly and the growing size and structure of datasets, it becomes challenging to efficiently keep track of the changes made to the data, which leads to unfortunate scenarios such as inconsistencies and errors in data.

Machine Learning 98

Machine Learning Machine Learning Data Lakes Database 98

phData

DECEMBER 1, 2023

Depending on the requirements, it could involve developing Python/Scala/SQL programs on AWS/Azure/Snowflake cloud platforms and setting up CI/CD pipelines for the seamless deployment of the project code. Yes, you heard that right. I do write code daily. How do you like working for a consulting company?

Data Engineer 52

Data Engineer Data Engineering Data Engineering Data Engineering 52

Towards AI

SEPTEMBER 26, 2023

Last Updated on September 27, 2023 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. against Llama 2 in an SQL task and a functional representation task. The LLM race is also continuing to heat up, with Amazon announcing significant investment into Anthropic AI. slightly outperforms Llama 2.

AI 64

AI AI AWS Artificial Intelligence 64

phData

DECEMBER 4, 2023

The software you might use OAuth with includes: Tableau Power BI Sigma Computing If so, you will need an OAuth provider like Okta, Microsoft Azure AD, Ping Identity PingFederate, or a Custom OAuth 2.0 When to use SCIM vs phData's Provision Tool SCIM manages users and groups with Azure Active Directory or Okta. authorization server.

Clustering 98

Clustering Database SQL Data Pipeline 98

ODSC - Open Data Science

JANUARY 29, 2024

Fine-tuning is important for applying domain-specific knowledge to an existing LLM which provides better performance and prompt results Inference Efficiency An emergent skill in late 2023, its inclusion speaks to its importance. Stable Diffusion seems favored, perhaps due to it being largely an open-source model.

Data Science 52

Data Science Machine Learning Machine Learning Natural Language Processing 52

phData

AUGUST 6, 2024

Snowsight is an interactive web-based UI that allows you to code and collaborate with others using SQL or Python worksheets. Use Snowpark-Optimized Warehouses Snowflake launched Snowpark-Optimized Warehouses in 2023 for all Snowflake regions across AWS, Azure, and GCP.

Data Pipeline 52

Data Pipeline Python Data Engineer Data Engineering 52

The MLOps Blog

JANUARY 23, 2023

It supports most major cloud providers, such as AWS, GCP, and Azure. More about Neptune: Working with artifacts: versioning datasets in runs How to version datasets or models stored in the S3 compatible storage Dolt Dolt is a SQL database that is created for versioning and sharing data.

ML 52

ML ML Data Lakes Machine Learning 52

phData

SEPTEMBER 27, 2024

In transitional modeling, we’d add new atoms: Subject: Customer#1234 Predicate: hasEmailAddress Object: "john.new@example.com" Timestamp: 2023-07-24T10:00:00Z The old email address atoms are still there, giving us a complete history of how to contact John. In a traditional model, we’d update the email field in the customer record.

Data Modeling 52

Data Modeling Data Models Apache Kafka Data Lakes 52

phData

NOVEMBER 13, 2023

In mid-2023, many companies were wrangling with more than 5,000 dbt models. Source: Coalesce 2023 Product Spotlight and Keynotes With dbt Explorer, you get rid of these problems. As dbts’ 2023 Partner of the Year , we have the expertise to ensure your dbt setup is optimized and powerful, driving your organization forward.

Database 52

Database Business Intelligence Business Intelligence Data Silos 52

phData

JULY 18, 2023

The Ultimate Modern Data Stack Migration Guide phData Marketing July 18, 2023 This guide was co-written by a team of data experts, including Dakota Kelley, Ahmad Aburia, Sam Hall, and Sunny Yan. Key Benefits and Features of Using dbt Version Control With Git: SQL code is stored within git and version-controlled.

Data Warehouse 52

Data Warehouse Analytics Analytics SQL 52

The MLOps Blog

MARCH 21, 2023

I have worked with customers where R and SQL were the first-class languages of their data science community. One of the areas I encourage folks to think about when it comes to language choice is the community support behind things.

Machine Learning 69

Machine Learning Machine Learning Data Scientist ML 69