O'Reilly on Data

MARCH 26, 2024

This seems to be emerging as a feature, not a bug, and hopefully it’s obvious to you why they called their IEEE opinion piece Generative AI Has a Visual Plagiarism Problem. 2 Also, note that we already live in a society where many creatives end up in advertising and marketing. And that’s according to OpenAI !

Modeling 275

Modeling Machine Learning Risk Advertising 275

Smart Data Collective

AUGUST 10, 2021

Unlike print or television ads, which are the same no matter who sees them, it’s possible to create a more personalized advertising experience with digital mediums. People who are interested in data and statistics can do very well in a data science or analytics career. Marketing and business strategy benefit greatly from data.

Analytics 129

Analytics Data-driven Advertising Data Science 129

Smart Data Collective

JULY 24, 2023

With the staggering statistics revealing that a significant portion of young adults, with 58% of those aged 16-24 and 49% of individuals aged 25-34 , now follow athletes on social media, it’s evident that the influence of these platforms in the world of sports is undeniable.

Analytics Technologies 79

Analytics Technologies Marketing Technology Analytics 79

FineReport

NOVEMBER 26, 2019

First, data processing, data cleaning, and then data modeling, finally data visualization that uses presentation of charts to identify problems and influence decision-making. From the perspective of development history and current market feedback, Tableau is better at visualization. 1) Professional statistical analysis.

Data Analytics 98

Data Analytics Analytics Statistics Visualization 98

CIO Business Intelligence

MAY 5, 2022

Enterprises now integrate mathematical analysis into their business reporting and build dashboards to generate smart visualizations to quickly understand what’s going on. Visual Studio juggles regular code with Jupyter Notebooks and specialized data science options. . Now it’s a permanent part of the workflow. Domain-specific tools.

Data Science 126

Data Science Analytics Machine Learning Optimization 126

Jedox

MAY 17, 2022

Prior to the dawn of advanced statistical analysis and machine learning, predictive analytics efforts fell into 4 broad categories: Guessing , which is the default that most people revert to. Visual forecasting , which is a polite way of saying get out a ruler and draw lines on paper. What is Predictive Analytics? The net effect?

Predictive Analytics 83

Predictive Analytics Finance Forecasting Analytics 83

DataRobot

APRIL 20, 2021

This includes the basics: Computing summary statistics on each feature Measuring associations between features Observing feature distributions and their correlation with the predictive target Identifying outliers. Use Multiple Tools and Visualizations. When you have the data in hand, assess its quality.

Measurement 52

Measurement Visualization Advertising Metrics 52

Smarten

JUNE 29, 2018

At 95% confidence level (5% chance of error): As p-value = 0.041 which is less than 0.05, there is a statistically significant difference between means of pre and post sample values. Business Problem: A grocery store sales manager wants to know whether daily sales have increased after an advertising campaign.

Business Analysis 40

Business Analysis Testing Statistics Advertising 40

FineReport

MAY 9, 2023

That is to say, an effective social media strategy includes creating and sharing engaging content, listening to and engaging with your audience, analyzing the results and running paid social media advertisements. Use the reports, not file them All of your marketing and advertising campaigns require the use of these statistics and analytics.

Reporting 52

Reporting Marketing Advertising Metrics 52

O'Reilly on Data

DECEMBER 12, 2019

Partial dependence, accumulated local effect (ALE), and individual conditional expectation (ICE) plots : this involves systematically visualizing the effects of changing one or more variables in your model. There are a ton of packages for these techniques: ALEPlot , DALEX , ICEbox , iml , and pdp in R; and PDPbox and PyCEbox in Python.

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

The Unofficial Google Data Science Blog

SEPTEMBER 23, 2015

by KAY BRODERSEN For the first time in the history of statistics, recent innovations in big data might allow us to estimate fine-grained causal effects, automatically and at scale. How can we predict the benefits the idea's realization would create for users, publishers, developers, or advertisers? Is a randomized experiment possible?

Advertising 47

Advertising Statistics Big Data Modeling 47

Business Over Broadway

SEPTEMBER 5, 2018

Check out these links to get you started: UN Data from the United Nations Statistics Division. Using machine learning, deep learning, and visual recognition to improve critical processes. The United Nations and the American Red Cross have given coders a head start by providing various data sets on which to build their solutions.

Data Science 57

Data Science Statistics Advertising Deep Learning 57

datapine

SEPTEMBER 16, 2022

But often that’s how we present statistics: we just show the notes, we don’t play the music.” – Hans Rosling, Swedish statistician. Data visualization, or ‘data viz’ as it’s commonly known, is the graphic presentation of data. That’s a colossal number of books on visualization. Data visualization: What You Need To Know.

Visualization 304

Visualization Dashboards Data-driven Statistics 304

Data Science 101

OCTOBER 31, 2019

The patterns discovered after this step are interpreted using various visualization and reporting techniques and are made comprehensible for other team members to understand. Regression Analysis is a statistical method for examining the relationship between two or more variables. Deployment. Regression.

Data mining 77

Data mining KDD Data Science Forecasting 77

datapine

MARCH 25, 2022

While some experts try to underline that BA focuses, also, on predictive modeling and advanced statistics to evaluate what will happen in the future, BI is more focused on the present moment of data, making the decision based on current insights. But let’s see in more detail what experts say and how can we connect and differentiate the both.

Business Intelligence 264

Business Intelligence Analytics Statistics Dashboards 264

datapine

NOVEMBER 6, 2023

Every day, we encounter graphical representations of data in our jobs and also in the news or advertisements. That is because visuals make it easier to convey and understand critical information, breaching the knowledge gap between audiences across industries. This makes them highly engaging visuals for projects or presentations.

Visualization 186

Visualization Cost-Benefit KPI Sales 186

Occam's Razor

SEPTEMBER 21, 2015

Avoid complex visualizations – they get in the way! My goal is that you'll learn a set of filters you'll use as you think about the best ways to create your stories, however you choose to tell them with whatever visual output you most love. Avoid complex visualizations – they get in the way! Teddy ready?

Visualization 160

Visualization Key Performance Indicator Slice and Dice Strategy 160

datapine

SEPTEMBER 4, 2023

Table of Contents 1) The Benefits Of Data Visualization 2) Our Top 27 Best Data Visualizations 3) Interactive Data Visualization: What’s In It For Me? 4) Static vs. Animated Data Visualization Data is the new oil? ” – David McCandless Humans are visual creatures. This very notion is the core of visualization.

Interactive 264

Interactive Visualization Cost-Benefit Dashboards 264

datapine

FEBRUARY 23, 2023

2) Charts And Graphs Categories 3) 20 Different Types Of Graphs And Charts 4) How To Choose The Right Chart Type Data and statistics are all around us. It is very likely that you have found yourself looking at a chart or graph at work, in the news, sports, media, advertising, and many other places at some point in your life.

Visualization 177

Visualization Dashboards Sales Measurement 177

CIO Business Intelligence

JUNE 9, 2022

In these instances, data feeds come largely from various advertising channels, and the reports they generate are designed to help marketers spend wisely. Others aim simply to manage the collection and integration of data, leaving the analysis and presentation work to other tools that specialize in data science and statistics.

Management 139

Management Advertising Data Lake Sales 139

CIO Business Intelligence

SEPTEMBER 22, 2023

In these instances, data feeds come largely from advertising channels, and the reports they generate are designed to help marketers spend wisely. Others aim simply to manage the collection and integration of data, leaving the analysis and presentation work to other tools that specialize in data science and statistics.

Management 101

Management Advertising Data Lake Sales 101

Occam's Razor

JULY 24, 2018

I’ve intended to create a simple visual that absorbs the scale, complexity and many moving parts. I wanted to create a visual that would function as a diagnostic tool to determine if you are lost, trapped in a silo or wandering aimlessly. On this blog, you’ve seen numerous attempts by me to remedy the dilemma. The hunger remained.

Analytics 93

Analytics Metrics Strategy Measurement 93

datapine

NOVEMBER 15, 2022

They encompass marketing, sales, advertisement, etc. Taking medians over averages is preferable, as they give stronger statistics that are less sensitive to outliers. To quote the advertising tycoon David Ogilvy: “Most people use analytics the way a drunk uses a lamppost, for support rather than illumination”.

Metrics 141

Metrics KPI Measurement Dashboards 141

datapine

MAY 16, 2019

A sobering statistic if ever we saw one. By working with predictive analytics, you’ll gain the ability to drill down into past and present trends, insights and visualizations and thus, create a narrative with your data. As a result, they started to advertise on fantasy football sites and dog lover sites, as well as T.V.

Analytics 163

Analytics Predictive Analytics Advertising Dashboards 163

datapine

MARCH 18, 2020

Social media marketing reporting is based on a curated collection of data and statistics that are customized based on your business’s social marketing activities and goals. If you want to succeed in your marketing efforts, performing paid advertisements on Twitter is one of our suggestions you might want to look into.

Reporting 178

Reporting Dashboards Metrics KPI 178

datapine

NOVEMBER 19, 2019

Exciting and futuristic, the concept of computer vision is based on computing devices or programs gaining the ability to extract detailed information from visual images. Visual analytics: Around three million images are uploaded to social media every single day. Artificial Intelligence (AI).

Technology 279

Technology Internet of Things IT IoT 279

FineReport

DECEMBER 29, 2021

The ‘cost per hiring (CPH)’ statistic, like the ‘time to hire’, illustrates how much it costs to acquire new personnel. Furthermore, Benchmarking this statistic across departments and managers/partners can also be helpful information. If the recruiting process is too protracted, candidates may drop out.

KPI 52

KPI Metrics Dashboards Key Performance Indicator 52

Domino Data Lab

AUGUST 8, 2019

He’s been out of Wolfram for a while and writing exquisite science books including Elements: A Visual Explanation of Every Known Atom in the Universe and Molecules: The Architecture of Everything. to join data science teams, e.g., to support advertising, social networks, gaming, and so on—I hired more than a few. We did it again.”.

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

Domino Data Lab

MAY 8, 2019

On the other hand, as Lipton emphasized, while the tooling produces interesting visualizations, visualizations do not imply interpretation. ML model interpretability and data visualization. From my experiences leading data teams, when a business is facing difficult challenges, data visualizations can help or hurt.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

Occam's Razor

JULY 1, 2013

Traditional marketers (especially those that grew up with TV, billboards, or digital display advertising) try to solve for impressions. " This statistic describes the percentage of time that your ad is triggered. This statistic is specific to Google search performance only for your targeted country or territory.

Marketing 135

Marketing Statistics Strategy Consulting 135

Smart Data Collective

MAY 19, 2022

You can control every operation by using cold email advertising, social network sales, personalized promotions, etc., Funnel management: Automated follow-up notifications, modeling depending on potential customer demands and trends, and statistics by product, main source, and other variables can help you simplify your sales process.

Sales 134

Sales Big Data Cost-Benefit Marketing 134

datapine

AUGUST 29, 2022

Stein Kretsinger, founding executive, Advertising. With a very strong practical focus “Analytics in a Big Data World” starts by providing the readers with the basic nomenclature, the analytics process model, and its relation to other relevant disciplines, such as statistics, machine learning, and artificial intelligence.

Big Data 263

Big Data Data Analytics Analytics Data mining 263

The Unofficial Google Data Science Blog

MARCH 31, 2016

We often use statistical models to summarize the variation in our data, and random effects models are well suited for this — they are a form of ANOVA after all. Often our data can be stored or visualized as a table like the one shown below. Random effects models are a useful tool for both exploratory analyses and prediction problems.

Modeling 40

Modeling Statistics Advertising Testing 40

Cloudera

NOVEMBER 2, 2020

An AdTech company in the US provides processing, payment, and analytics services for digital advertisers. alert when threshold exceeded over a rolling window of statistics on the data, score the event data against a predictive model to decide which action to take next). Tool for visualizing, dashboarding, and report building.

Data Warehouse 91

Data Warehouse Optimization Dashboards Interactive 91

Sisense

AUGUST 30, 2021

The league will use the insights from its improved analytics to maximize impressions and grow advertising dollars, already asking $6 million for Super Bowl commercials. Here’s a dive into the latest sales statistics to reveal which vehicles are the biggest hits in 100+ countries around the globe, along with a cool color-coded infographic map.

Analytics 52

Analytics Sales Reporting Metrics 52

datapine

DECEMBER 28, 2021

1) What Is A Misleading Statistic? 2) Are Statistics Reliable? 3) Misleading Statistics Examples In Real Life. 4) How Can Statistics Be Misleading. 5) How To Avoid & Identify The Misuse Of Statistics? If all this is true, what is the problem with statistics? What Is A Misleading Statistic?

Statistics 363

Statistics Advertising Visualization Data mining 363

Domino Data Lab

JULY 9, 2019

As advertised, I split my time between Columbia and The New York Times where I’m leading the data science group. For us, you know, this started out as like a science project with some fancy topic modeling and then we showed it to our friends in advertising and they said, “Sweet. The “where” is geolocation.

Data Science 112

Data Science Machine Learning Advertising Modeling 112