Applied Data Science

AUGUST 2, 2021

This post is a bitesize walk-through of the 2021 Executive Guide to Data Science and AI  — a white paper packed with up-to-date advice for any CIO or CDO looking to deliver real value through data. Machine learning The 6 key trends you need to know in 2021 ? Automation Automating data pipelines and models ➡️ 6.

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O'Reilly Media

SEPTEMBER 15, 2021

In June 2021, we asked the recipients of our Data & AI Newsletter to respond to a survey about compensation. We see almost exactly the same thing when we look at data frameworks (Figure 6). In 2021, and without being anywhere near as repulsive, we’d say, “There’s a great future in the cloud. The Last Word.

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Data Science Dojo

FEBRUARY 13, 2025

Google I/O Dates: May 2021, 2025 Location: Mountain View, California (Shoreline Amphitheatre) Google I/O 2025 is the ultimate event to get an exclusive first look at Googles latest AI breakthroughs, software updates, and next-gen developer tools. Thats where Data + AI Summit 2025 comes in!

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Data Science Dojo

JUNE 9, 2023

In fact, the demand for data experts is expected to grow by 36% between 2021 and 2031, significantly higher than the average for all occupations. This is great news for anyone who is interested in a career in data science. According to the U.S.

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Data Science Dojo

AUGUST 15, 2023

As the amount of data continues to grow, the demand for data scientists is expected to increase even further. According to the US Bureau of Labor Statistics , the demand for data scientists is projected to grow 36% from 2021 to 2031, much faster than the average for all occupations.

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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?

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Applied Data Science

MAY 6, 2021

It’s overwhelming at first, so let’s just focus on the main part development as the ‘Data Engineer’  — DAGS. log │ │ ├── 2021-05-05T00:00:00+00:00 │ │ │ └── 1.log log │ │ ├── 2021-05-05T10:44:32.952335+00:00 │ │ │ └── 1.log log │ │ └── 2021-05-05T16:21:44.202494+00:00 │ │ └── 1.log log │ │ │ └── 2.log

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IBM Data Science in Practice

MARCH 8, 2023

Additionally, imagine being a practitioner, such as a data scientist, data engineer, or machine learning engineer, who will have the daunting task of learning how to use a multitude of different tools. There are many types of features, as shown below: The easiest example of a feature is the column within a dataset.

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Dataversity

AUGUST 30, 2023

Consequently, the demand for data analytics jobs is expected to surge in the near future, with a significant need for data science practitioners worldwide. Bureau of Labor Statistics (2021) projects a 22% growth […] The post 10 Highest-Paying Data Analytics Jobs in 2023 appeared first on DATAVERSITY.

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KDnuggets

DECEMBER 8, 2021

How do you put together a solid data science team when it comes to developing data-driven products? A variety of roles are available to consider, so which ones do you need and which are most crucial?

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Smart Data Collective

OCTOBER 17, 2022

This proliferation of data and the methods we use to safeguard it is accompanied by market changes — economic, technical, and alterations in customer behavior and marketing strategies , to mention a few. Explosive data growth can be too much to handle. The headline is a tad exaggerated, but the term “Big Data” is not.

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IBM Journey to AI blog

FEBRUARY 26, 2024

Because lineage creates an environment where reports and data can be trusted, teams can make more informed decisions. Data lineage provides that reliability—and more. This blind spot became apparent in March of 2021 when CNA Financial was hit by a ransomware attack that caused widespread network disruption.

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ODSC - Open Data Science

DECEMBER 19, 2023

billion in 2021 to $331.2 In most cases, it’s a remote position and the average salary for a prompt engineer is $110,000 per year. Data Engineer Data engineers are responsible for the end-to-end process of collecting, storing, and processing data. billion by 2026.

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KDnuggets

NOVEMBER 15, 2021

NVIDIA, the pioneer in the GPU technologies and deep learning revolution, has come up with an excellent catalog of specialized containers that they call NGC Collections. In this article, we explore their basic usage and some variations.

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Towards AI

AUGUST 16, 2023

MLOps is the intersection of Machine Learning, DevOps, and Data Engineering. Upper Saddle River, NJ: Prentice Hall, ISBN: 978–0–13–604259–4, 2021. [3] Zero, “ How to write better scientific code in Python,” Towards Data Science, Feb. Join thousands of data leaders on the AI newsletter. 15, 2022. [4]

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IBM Journey to AI blog

APRIL 25, 2023

In a prior blog , we pointed out that warehouses, known for high-performance data processing for business intelligence, can quickly become expensive for new data and evolving workloads. To do so, Presto and Spark need to readily work with existing and modern data warehouse infrastructures.

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phData

NOVEMBER 8, 2024

Data Versioning and Time Travel Open Table Formats empower users with time travel capabilities, allowing them to access previous dataset versions. The first insert statement loads data having c_custkey between 30001 and 40000 – INSERT INTO ib_customers2 SELECT *, '11111111111111' AS HASHKEY FROM snowflake_sample_data.tpch_sf1.customer

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DataRobot

NOVEMBER 12, 2021

O’Reilly’s latest report, AI Adoption in the Enterprise 2021 , declares that “the most significant barrier to AI adoption is the lack of skilled people and the difficulty of hiring.” What critical barriers prevent companies from delivering AI solutions and realizing the tremendous potential returns it can deliver? People Shortages.

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ODSC - Open Data Science

MARCH 22, 2023

Many companies are now utilizing data science and machine learning , but there’s still a lot of room for improvement in terms of ROI. The conference will also feature hands-on training sessions in focus areas, such as machine learning, deep learning, MLOps and data engineering, responsible AI, and more.

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AWS Machine Learning Blog

JANUARY 6, 2023

The company had to be among the top 15 vendors by the reported revenues of 2020–2021 in the APEJ region, according to IDC’s AI Software Tracker. AWS met the criteria and was evaluated by IDC along with eight other vendors. Since the launch of SageMaker in 2017, over 250 capabilities and features have been released.

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DataRobot

MAY 11, 2021

Data Exploration, Visualization, and First-Class Integration. Not only does this acquisition embrace the code-first data scientist, but it will also benefit developers, data engineers, and data analysts who seek to leverage the power of DataRobot’s platform in other areas of their organization.

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Dataconomy

AUGUST 17, 2023

Thomas Dimson, Taylor Gordon, and Joey Flynn founded Global Illumination in 2021, and since then, they have worked on a variety of initiatives. Dimson played a key role in improving Instagram’s discovery algorithms while serving as the company’s director of engineering.

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AWS Machine Learning Blog

FEBRUARY 25, 2025

With over 21 years of professional experience, Prabhakar was a data engineer and a program leader in the financial services space prior to joining AWS. With over 13 years of industry experience, she joined AWS in May 2021 after a successful tenure as a Senior Software Engineer at Microsoft.

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phData

NOVEMBER 7, 2024

In 2021, Google released a paper: An Image is Worth 16×16 Words: Transformers for Image Recognition at Scale. In this section, we will look at how Large Vision Models work by delving into the components of a Vision Transformer architecture.

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Tableau

NOVEMBER 24, 2019

November 16, 2021. Having a comprehensive technology stack in the cloud can support the data integration, self-service analytics, and use cases that businesses need to digitally transform and achieve analytics at scale. In fact, the organization is anticipating doubling its enterprise analytics adoption by the end of 2021.

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Tableau

NOVEMBER 24, 2019

November 16, 2021. Having a comprehensive technology stack in the cloud can support the data integration, self-service analytics, and use cases that businesses need to digitally transform and achieve analytics at scale. In fact, the organization is anticipating doubling its enterprise analytics adoption by the end of 2021.

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Tableau

SEPTEMBER 23, 2021

September 23, 2021 - 11:58pm. September 28, 2021. If we asked you, “What does your organization need to help more employees be data-driven?” where would “better data governance” land on your list? Nathan Cho. Nirav Kamdar. Spencer Czapiewski. Editor’s note: This article originally appeared on CIO.com.

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Towards AI

AUGUST 16, 2023

Thus, MLOps is the intersection of Machine Learning, DevOps, and Data Engineering (Figure 1). Galarnyk, “ Considerations for Deploying Machine Learning Models in Production,” Towards Data Science, Nov. 19, 2021. [2] Figure 1: Venn diagram showing the relationship among the MLOps-related fields [Wikipedia]. Damji and M.

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AWS Machine Learning Blog

MAY 15, 2023

His team is responsible for designing, implementing, and maintaining end-to-end machine learning algorithms and data-driven solutions for Getir. Mutlu Polatcan is a Staff Data Engineer at Getir, specializing in designing and building cloud-native data platforms. He loves combining open-source projects with cloud services.

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Flipboard

FEBRUARY 2, 2023

The player tracking data contains the player’s position, direction, acceleration, and more (in x,y coordinates). There are around 3,000 and 4,000 plays from four NFL seasons (2018–2021) for punt and kickoff plays, respectively. The data distribution for punt and kickoff are different.

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Tableau

DECEMBER 1, 2021

December 1, 2021 - 11:06pm. December 2, 2021. Innovation is necessary to use data effectively in the pursuit of a better world, particularly because data continues to increase in size and richness. Another key data computation moment was Hyper in v10.5 (Jan March 2021). Jock Mackinlay. Bronwen Boyd.

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Tableau

SEPTEMBER 23, 2021

September 23, 2021 - 11:58pm. September 28, 2021. If we asked you, “What does your organization need to help more employees be data-driven?” where would “better data governance” land on your list? Nathan Cho. Nirav Kamdar. Spencer Czapiewski. Editor’s note: This article originally appeared on CIO.com.

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Alation

MAY 3, 2022

A recent IDC report found that “people are still spending 70% of their time searching for, preparing, and protecting data.” Note the mention of still: We’ve heard about this gap for years, and this report, issued in 2021, highlights how much work there is still to do. Data for Everyone! The result? The result? The answer?

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AWS Machine Learning Blog

OCTOBER 25, 2023

In 2021, the U.N. In this 2021 experiment, researchers performed several methane releases in Ehrenberg, Arizona over a 19-day period. With over 15 years of experience, he supports customers globally in leveraging AI and ML for innovative solutions that capitalize on geospatial data. future within reach.”

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Tableau

NOVEMBER 24, 2019

Tableau connects to Amazon Redshift, Amazon RDS, Amazon Athena, and Amazon EMR—with additional connectivity and offerings announced at AWS re:Invent 2021: Amazon S3 Connector: Leveraging Tableau’s Hyper in-memory data engine technology, Tableau has the ability to read Parquet or CSV files in place—without extract creation.

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KDnuggets

NOVEMBER 15, 2021

NVIDIA, the pioneer in the GPU technologies and deep learning revolution, has come up with an excellent catalog of specialized containers that they call NGC Collections. In this article, we explore their basic usage and some variations.

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AWS Machine Learning Blog

DECEMBER 7, 2023

Hasan Burak Yel received his Bachelor’s Degree in Electrical & Electronics Engineering at Boğaziçi University. He worked at Turkcell, mainly focused on time series forecasting, data visualization, and network automation. He loves combining open-source projects with cloud services.

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