O'Reilly on Data

SEPTEMBER 15, 2021

Would your job still be there in a year? At the same time, employees were reluctant to look for new jobs, especially if they would require relocating—at least according to the rumor mill. 22% of respondents said they intended to change jobs, roughly what we would have expected. Executive Summary. Executive Summary.

Machine Learning 363

Machine Learning Statistics Reporting Consulting 363

Cloudera

JULY 15, 2019

At a time when machine learning, deep learning, and artificial intelligence capture an outsize share of media attention, jobs requiring SQL skills continue to vastly outnumber jobs requiring those more advanced skills. Educating Data Analysts at Scale. What We Teach.

Big Data 55

Big Data Deep Learning Data Warehouse Data-driven 55

O'Reilly on Data

MARCH 31, 2020

We won’t go into the mathematics or engineering of modern machine learning here. AI systems differ from traditional software in many ways, but the biggest difference is that machine learning shifts engineering from a deterministic process to a probabilistic one.

Management 332

Management Machine Learning Experimentation Metrics 332

IBM Big Data Hub

JANUARY 5, 2023

How the right data architecture improves data quality. The right data architecture can help your organization improve data quality because it provides the framework that determines how data is collected, transported, stored, secured, used and shared for business intelligence and data science use cases.

Data Quality 52

Data Quality Data Architecture Strategy Data Lake 52

Sisense

JULY 8, 2020

Product and engineering teams dig into productivity metrics or bug reports to help them better prioritize their resources. Product and engineering teams dig into productivity metrics or bug reports to help them better prioritize their resources. In recent years we’ve seen data become vastly more available to businesses.

Data Warehouse 90

Data Warehouse Data Lake Data-driven Cost-Benefit 90

Alation

JUNE 14, 2023

We didn’t have access to hundreds of data engineers out in the marketplace,” Lavorini points out. So instead of looking toward the job market, Lavorini’s team looked internally at their people and supply chain. “If Every organization wants to better serve its customers, and that goal is often achieved through data. That’s a problem!

Data-driven 52

Data-driven Finance Uncertainty Digital Transformation 52

AWS Big Data

FEBRUARY 1, 2024

In general, you can build applications powered by LLMs by incorporating prompt engineering into your code. Prompt engineering is about guiding the model’s output by crafting input prompts, whereas fine-tuning is about training the model on custom datasets to make it better suited for specific tasks or domains.

Modeling 94

Modeling Metadata Data Processing Unstructured Data 94

AWS Big Data

JUNE 29, 2023

Amazon Kinesis Data Analytics makes it easy to transform and analyze streaming data in real time. In this post, we discuss why AWS recommends moving from Kinesis Data Analytics for SQL Applications to Amazon Kinesis Data Analytics for Apache Flink to take advantage of Apache Flink’s advanced streaming capabilities.

Data Analytics 72

Data Analytics Analytics IoT Data Lake 72

AWS Big Data

APRIL 28, 2023

AWS Glue is a serverless data integration service that makes it simple to discover, prepare, and combine data for analytics, machine learning (ML), and application development. For Usage type , choose the following options: Choose -ETL-DPU-Hour (DPU-Hour) for standard jobs. Choose -ETL-Flex-DPU-Hour (DPU-Hour) for Flex jobs.

Optimization 92

Optimization Metrics Interactive Data Integration 92

AWS Big Data

NOVEMBER 14, 2023

Amazon Redshift is a fast, fully managed cloud data warehouse that makes it straightforward and cost-effective to analyze all your data at petabyte scale, using standard SQL and your existing business intelligence (BI) tools. Their cluster was deployed with 8 nodes ra3.4xlarge and concurrency scaling enabled.

Data Warehouse 59

Data Warehouse Analytics Testing Cost-Benefit 59

AWS Big Data

NOVEMBER 29, 2023

While Swami explored many facets of this beneficial relationship in the keynote today, one area that is especially critical for our customers to get right if they want to see success in generative AI is data. There has never been a more exciting time in modern technology. These models need vast amounts of data.

Data Warehouse 109

Data Warehouse Data Lake Data Integration Dashboards 109

AWS Big Data

MARCH 26, 2024

We structure it in five pillars that power C360: data collection, unification, analytics, activation, and data governance, along with a solution architecture that you can use for your implementation. This view is used to identify patterns and trends in customer behavior, which can inform data-driven decisions to improve business outcomes.

Data Strategy 67

Data Strategy Strategy Data Warehouse Prescriptive Analytics 67

AWS Big Data

JANUARY 25, 2023

The SikSin Food Service team wanted to view web analytics log data by multiple dimensions, such as customer profiles and places. The AWS Data Lab offers accelerated, joint-engineering engagements between customers and AWS technical resources to create tangible deliverables that accelerate data and analytics modernization initiatives.

Visualization 75

Visualization Interactive Modeling Machine Learning 75

Alation

JUNE 28, 2022

With a metadata management framework, your data analysts: Optimize search and findability: Create a single portal using role-based access for rapid data access based on job function and need. Scale effectively: Leverage taxonomies to ensure consistent modeling outcomes when introducing new data sets or changing business demands.

Metadata 52

Metadata Management Data Governance Machine Learning 52

AWS Big Data

JUNE 9, 2023

A modern data architecture enables companies to ingest virtually any type of data through automated pipelines into a data lake, which provides highly durable and cost-effective object storage at petabyte or exabyte scale. Apache Iceberg 1.2.0, and Delta Lake 2.3.0. Apache Iceberg 1.2.0, and Delta Lake 2.3.0.

Data Lake 111

Data Lake Metadata Optimization Statistics 111

Domino Data Lab

JUNE 23, 2019

Companies with successful ML projects are often companies that already have an experimental culture in place as well as analytics that enable them to learn from data. Companies that understand how to apply machine learning will be best positioned to scale and win their respective markets over the next decade. Session Summary.

Management 110

Management Machine Learning Experimentation Metrics 110

Jet Global

JUNE 30, 2021

Depending on the size of the company, a CEO’s role can greatly vary. However, there is one thing that they all have in common. They are the highest-ranking executive in the company and make high-level strategic decisions that chart the course for the company. Financial KPIs for the CEO’s Dashboard. You can read more about financial KPIs here.

Metrics 106

Metrics KPI Dashboards Advertising 106

Jet Global

FEBRUARY 4, 2022

These include: Employee stock options afford an employee the right to purchase a given number of company shares at a predetermined price. Stock appreciation rights ( SARs) give an employee a claim to the company’s share price increase over a given period. Different Forms of Equity Compensation.

Software 98

Software Management Recreation/Entertainment Reporting 98

Jet Global

NOVEMBER 15, 2021

Organizations should use it in conjunction with other metrics beyond their industry standards–since the standards can vary, especially for the companies that operate on a global scale. Since every organization has its own manner of operation, the KPIs or metrics used for tax will vary from one organization to another. Download Now.

Metrics 52

Metrics Reporting KPI Risk Management 52

Jet Global

JULY 13, 2021

A cap table is critically important for emerging companies, but it can quickly become very complicated. A cap table (short for “capitalization table”) is a list of the ownership shares in a company, along with SAFE, warrants, options, and other convertable securities. A company’s cap table is important for several reasons.

Management 52

Management Recreation/Entertainment Reporting Software 52

Jet Global

DECEMBER 22, 2021

Companies are struggling to find employees with the right mix of skills and to apply those skills effectively and efficiently. In many parts of the world, labor markets are under stress. As a result, strategic workforce planning is garnering considerable attention today, and workforce planning software is in high demand.

Recreation/Entertainment 52

Recreation/Entertainment Finance Software Reporting 52

Jet Global

DECEMBER 13, 2021

Why SPACs Matter Right Now. These warrants give investors the right to buy more shares at a pre-set price in the future. You’ve probably heard a lot about special purpose acquisition companies (SPACs) lately. This allows trading as quickly as 30 days after IPOs, which is much faster than the traditional IPO which requires 180 days.

Management 52

Management Recreation/Entertainment Reporting Insurance 52

Jet Global

JUNE 15, 2021

During the dot-com boom, the practice of issuing equity shares as a portion of employee compensation gained tremendous popularity. Unfortunately, at the time that so many tech startups were springing up in the early 2000s, accounting practices related to the expensing of equity-based compensation were not well standardized.

Reporting 52

Reporting Recreation/Entertainment Finance Cost-Benefit 52

Jet Global

DECEMBER 22, 2021

Recoup 50 Percent of Your Time with the Right Financial Reporting and Planning Tools. In companies that deal with physical products, there is generally a clear delineation between supply chain operations and sales functions. contrast, with S&OP, planning processes are collaborative, and the overall goal shifts toward maximizing value.

Sales 97

Sales Forecasting Recreation/Entertainment Finance 97

Jet Global

MARCH 23, 2023

‘Self-service’ capabilities like Self-Service BI are the manifestation of this expectation within many technologies. For most, ease of use is no longer enough. Now tools must be simple to use, and flexible enough to cater to a wide range of skills and intricacy of analysis. Put simply, ‘self-service’ relates to true autonomy.

Dashboards 52

Dashboards Reporting Key Performance Indicator Interactive 52

Jet Global

FEBRUARY 9, 2022

This applies to collaborative planning, budgeting, and forecasting, which, without the right tools, can be daunting. Having the right tools to save you time and improve output can help any team to work better as they work smarter. You may wish to work smarter but may be impeded by the “what-ifs” of change.

Forecasting 52

Forecasting Recreation/Entertainment Reporting Software 52

Jet Global

JULY 15, 2021

There’s an old saying in the business world that “All forecasts are wrong.” There’s another adage, often repeated by military leaders, that says “no plan of battle ever survives first contact with the enemy.”. Unfortunately, there are a number of situations which business leaders simply cannot predict.

Modeling 98

Modeling Recreation/Entertainment Sales Cost-Benefit 98

Jet Global

JUNE 22, 2021

Let’s look at four ways in which companies can reduce the friction associated with ESPP reporting using the right equity management software and services. To make matters worse, the job often falls to a single person with specialized knowledge of the systems and processes involved with ESPP record-keeping. Automate ESPP Processes.

Software 52

Software Reporting Management Recreation/Entertainment 52

Jet Global

MAY 6, 2021

Transition to the European Single Electronic Format (ESEF) is mandated by the European Securities and Markets Authority (ESMA). ESEF is mandatory for all 7,500 listed companies and involves producing their annual report in a web-native XHTML format, rather than the more traditional downloadable PDF. Beyond ESEF Compliance. Management Accounts.

Software 98

Software Recreation/Entertainment Reporting Finance 98