CIO Business Intelligence

DECEMBER 6, 2022

In addition to the basics — the onboarding of suppliers, processing of invoices, and creating purchase orders already being done in Excel and Word — he needed something that could perform other important functions on his list, such as supply chain demand planning and financial forecasting.

Manufacturing 116

Manufacturing Forecasting Finance Management 116

CIO Business Intelligence

DECEMBER 7, 2022

In addition to the basics — the onboarding of suppliers, processing of invoices, and creating purchase orders already being done in Excel and Word — he needed something that could perform other important functions on his list, such as supply chain demand planning and financial forecasting.

Manufacturing 98

Manufacturing Forecasting Finance Management 98

Data Science and Beyond

APRIL 5, 2014

General advice posts 10 Steps to Success in Kaggle Data Science Competitions (guest post on KDNuggets) How to (almost) win Kaggle competitions Kaggle beginner tips Solution posts Greek Media Monitoring Multilabel Classification [6th/120] – multi-label classification of pre-tokenised texts Personalised Web Search Challenge [9th/194] – reranking web (..)

Forecasting 52

Forecasting Data Science Sales 52

AWS Big Data

MARCH 12, 2024

The schema replicates some of the most common attributes found in financial market data such as instrument ticker, traded volumes, and pricing forecasts. Data quality rulesets We categorize some of the built-in AWS Glue Data Quality rule types to define the benchmark structure.

Data Quality 85

Data Quality Measurement Testing Visualization 85

Cloudera

NOVEMBER 15, 2021

Seagate Technology forecasts that enterprise data will double from approximately 1 to 2 Petabytes (one Petabyte is 10^15 bytes) between 2020 and 2022. months since 2012. The International Data Corporation (IDC) estimates that by 2025 the sum of all data in the world will be in the order of 175 Zettabytes (one Zettabyte is 10^21 bytes).

Unstructured Data 91

Unstructured Data Recreation/Entertainment Structured Data Reporting 91

Anmut

NOVEMBER 10, 2020

In 2012, energy generated from offshore wind was more expensive than any other renewable. Using this data to model 3D wind improved power output and ensured future energy forecasts were as accurate as possible, helping manage supply variability. IRENA understand that good data underpins digital, so do Ørsted.

Forecasting 52

Forecasting Data-driven Advertising ROI 52

Smart Data Collective

SEPTEMBER 25, 2019

The trouble began in 2012 when a thief stole a laptop containing 30,000 patient records from an employee’s home. A market forecast from Grand View Research assessed the encryption software market and gave a projection for the period from 2019-2025. The good news is that the encryption software market is growing.

Technology 86

Technology Statistics Strategy Insurance 86

IBM Big Data Hub

JULY 19, 2023

Supply Chain: Demand forecasting, supply chain optimization, risk assessment and mitigation. in 10 years, from 2012 to 2022. Manufacturing : Quality control and inspection, operator / lab tech training conversational search through SOP’s, content creation and more.

Consulting 66

Consulting Machine Learning Manufacturing Optimization 66

Ms SQL Girl

FEBRUARY 3, 2015

Her recent projects include delivering a SQL Server 2012 Data Warehouse and BI solutions for a number of high profile clients in the US and Australia. Lastly, we will discuss how to configurethe forecasting / trend analysis feature in Power BI. Introduction to Power BI. Tips and Tricks on Charts and Data Models.

Dashboards 40

Dashboards KPI Interactive Publishing 40

Ms SQL Girl

FEBRUARY 3, 2015

Her recent projects include delivering a SQL Server 2012 Data Warehouse and BI solutions for a number of high profile clients in the US and Australia. Lastly, we will discuss how to configurethe forecasting / trend analysis feature in Power BI. Introduction to Power BI. Tips and Tricks on Charts and Data Models.

Dashboards 40

Dashboards KPI Interactive Publishing 40

Ms SQL Girl

MARCH 30, 2015

Her recent projects include delivering a SQL Server 2012 Data Warehouse and BI solutions for a number of high profile clients in the US and Australia. Lastly, we will discuss how to configure the forecasting / trend analysis feature in Power BI. Introduction to Power BI. Tips and Tricks on Charts and Data Models.

Dashboards 40

Dashboards Visualization KPI Interactive 40

Ms SQL Girl

MARCH 30, 2015

Her recent projects include delivering a SQL Server 2012 Data Warehouse and BI solutions for a number of high profile clients in the US and Australia. Lastly, we will discuss how to configure the forecasting / trend analysis feature in Power BI. Introduction to Power BI. Tips and Tricks on Charts and Data Models.

Dashboards 40

Dashboards Visualization KPI Interactive 40

CIO Business Intelligence

MAY 28, 2022

The CDP market is growing, and is forecast to reach $20.5 The company, which was founded by Spenser Saktes and Curtis Liu in 2012, has raised a total of $336 million with the latest Series F round closing at $150 million in 2021. billion by 2027, according to a report from Research and Markets. Analytics, Data Management

Advertising 126

Advertising Forecasting Data Quality Marketing 126

CIO Business Intelligence

MAY 26, 2022

The CDP market is growing, and is forecast to reach $20.5 The company, which was founded by Spenser Saktes and Curtis Liu in 2012, has raised a total of $336 million with the latest Series F round closing at $150 million in 2021. billion by 2027, according to a report from Research and Markets. Analytics, Data Management

Advertising 104

Advertising Forecasting Data Quality Marketing 104

The Unofficial Google Data Science Blog

JULY 11, 2017

Forecasting (e.g. Time series data are having something of a moment in the tech blogs right now, with Facebook announcing their "Prophet" system for time series forecasting (Taylor and Letham 2017), and Google posting about its forecasting system in this blog (Tassone and Rohani 2017).

Forecasting 64

Forecasting Statistics Modeling Software 64

CIO Business Intelligence

MARCH 22, 2022

“Agrawal comes with a vast exposure in successfully leading large scale global transformation projects in Enterprise Resource Planning (ERP), logistics operation, financial forecasting, and sales and operations planning,” said Dabur India. He then moved to Capgemini as a consultant in 2008 before joining Hindustan Unilever in 2012.

Internet Publishing and Broadcasting 98

Internet Publishing and Broadcasting Digital Transformation Insurance Recreation/Entertainment 98

Smart Data Collective

OCTOBER 17, 2022

In fact, you may have even heard about IDC’s new Global DataSphere Forecast, 2021-2025 , which projects that global data production and replication will expand at a compound annual growth rate of 23% during the projection period, reaching 181 zettabytes in 2025. zettabytes in 2012. This is an increase from 64.2

Big Data 106

Big Data Data-driven Recreation/Entertainment Data Governance 106

DataRobot Blog

APRIL 4, 2022

With the advent of ML growing compute power, barely anybody doubts that it is possible to beat the predictive accuracy of linear/log-linear models, and forecasting accuracy is effectively a measure of trust in the models’ recommendation. But the principles and techniques for MMMs have remained practically unchanged over the last 30 years.

Machine Learning 52

Machine Learning Sales Measurement ROI 52

AWS Big Data

OCTOBER 23, 2023

Then to perform more complex data analysis such as regression tests and time series forecasting, you can use Apache Spark with Python, which allows you to take advantage of a rich ecosystem of libraries, including data visualization in Matplot, Seaborn, and Plotly.

Data Lake 97

Data Lake Visualization Optimization Interactive 97

Domino Data Lab

JUNE 2, 2019

I recall a “Data Drinkup Group” gathering at a pub in Palo Alto, circa 2012, where I overheard Pete Skomoroch talking with other data scientists about Kahneman’s work. More near-term, Kahneman suggested the use of pre-mortems – also called backcasting, as a contrapositive of forecasting. Addressing cognitive bias with pre-mortems.

Data-driven 110

Data-driven Data Science Machine Learning Modeling 110

Domino Data Lab

SEPTEMBER 25, 2019

Fortunately, the forecast package has a number of functions to make working with time series data easier, including determining the optimal number of diffs. > library(forecast). This can be highly subjective, so fortunately forecast contains auto.arima , which will figure out the best specification. > AICc=776.99

Forecasting 87

Forecasting Modeling Statistics Optimization 87

O'Reilly on Data

MAY 21, 2019

Modernize existing applications such as recommenders, search ranking, time series forecasting, etc. Consider deep learning, a specific form of machine learning that resurfaced in 2011/2012 due to record-setting models in speech and computer vision. Use ML to unlock new data types—e.g., images, audio, video.

Machine Learning 238

Machine Learning Technology Deep Learning Data Science 238

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

The process of constructing synthetic controls is made easy by the CausalImpact package in R , which uses Bayesian structural time series to build a forecast based on a time series from a population that received the intervention with one that did not. In this way, it can be thought of as a more rigorous differences-in-differences approach.

Experimentation 61

Experimentation Testing Statistics Metrics 61

Jet Global

SEPTEMBER 22, 2023

You can create a query like this: “Please analyze this dataset and let me know interesting facts you see: Rows: (All) Quarter 1, 2012 Quarter 2, 2012 Quarter 3, 2012 … Cells: 4,117,344.28 Augment data with predictive, forecasting, clustering, and outlier analysis.

Dashboards 52

Dashboards Data-driven Visualization Interactive 52