IBM Journey to AI blog

SEPTEMBER 25, 2023

This blog takes you on a journey into the world of Uber’s analytics and the critical role that Presto, the open source SQL query engine, plays in driving their success. This allowed them to focus on SQL-based query optimization to the nth degree. What is Presto? It also provides features like indexing and caching.”

Data Lakes 102

Data Lakes Analytics Analytics Clustering 102

Pickl AI

DECEMBER 9, 2024

billion in 2023, is projected to grow to $348.21 Familiarise yourself with essential tools like Hadoop and Spark. What are the Main Components of Hadoop? Hadoop consists of the Hadoop Distributed File System (HDFS) for storage and MapReduce for processing data across distributed systems. What is YARN in Hadoop?

Big Data 52

Big Data Big Data Hadoop Apache Kafka 52

phData

NOVEMBER 8, 2024

Evolution of Open Table Formats Here’s a timeline that outlines the key moments in the evolution of open table formats: 2008 - Apache Hive and Hive Table Format Facebook introduced Apache Hive as one of the first table formats as part of its data warehousing infrastructure, built on top of Hadoop.

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Data Lakes Data Warehouse Database Azure 52

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 Engineering 52

Data Engineering Data Engineering Data Engineering Data Engineer 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 Data Science 98

Pickl AI

NOVEMBER 5, 2024

billion in 2023. Tableau supports many data sources, including cloud databases, SQL databases, and Big Data platforms. Tableau’s data connectors include Salesforce, Google Analytics, Hadoop, Amazon Redshift, and others catering to enterprise-level data needs. It is expected to grow to USD 31.98 billion in 2024 and reach USD 63.76

Power BI 52

Power BI Tableau Business Intelligence Business Intelligence 52

ODSC - Open Data Science

APRIL 26, 2023

Because they are the most likely to communicate data insights, they’ll also need to know SQL, and visualization tools such as Power BI and Tableau as well. Like their counterparts in the machine learning world, engineers need to know a variety of scripted languages such as SQL for database management, Scala, Java, and of course Python.

Data Analyst 52

Data Analyst Machine Learning Machine Learning Power BI 52

SAS Software

DECEMBER 6, 2023

ようこそ古くて新しいデータマネージメントの世界へ 2023年、DMBOK（データマネージメントの知識体系を網羅的にまとめたもの）という用語を改めて聞く機会が多くなりましたが、おそらくこれはアナリティクス（データ分析に基づくより良い意思決定の実践）の近年のブームで、新たにアナリティクス活用に踏み出し、ようやくビジネスに直結する使い方をするようになった企業・組織があらためてデータマネージメントの重要性に気付き始めたからだろうと推察します。 また一方で、クラウドシフトに伴いクラウドストレージの活用とともに、これまで蓄積していなかったデータを蓄積し始めたり、これまでのデータウェアハウスを一新する形で、データレイク／データウェアハウスを再構築する企業もまた同様に、データマネージメントについて改めて考えているようです。 (..)

Hadoop 52

Hadoop SQL AI AI 52

Pickl AI

DECEMBER 4, 2024

As of 2023, the global Data Science market is projected to reach approximately USD 322.9 Grasp the Fundamentals of Data Analysis and Management Build a strong foundation in Data Analysis by learning data manipulation techniques using SQL and Excel. Focus on Python and R for Data Analysis, along with SQL for database management.

Data Science 52

Data Science Data Scientist Machine Learning Machine Learning 52

The MLOps Blog

JANUARY 23, 2023

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. It has Git semantics, including features for cloning, branching, merging, pushing, and pulling.

ML 52

ML ML Data Lakes Machine Learning 52