Analytics Vidhya

MARCH 20, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Some time back, I was making the predictive model. The post STANDARDIZED VS UNSTANDARDIZED REGRESSION COEFFICIENT appeared first on Analytics Vidhya.

Predictive Modeling 247

Predictive Modeling Data Science Publishing Modeling 247

Analytics Vidhya

MAY 22, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Deep Learning is a very powerful tool that has now. The post Pneumonia Prediction: A guide for your first CNN project appeared first on Analytics Vidhya.

Deep Learning 343

Deep Learning Data Science Publishing Analytics 343

O'Reilly on Data

SEPTEMBER 15, 2020

My book, AI for People and Business , introduces a framework that highlights the fact that both people and businesses can benefit from AI in unique and different ways. In my book, I introduce the Technical Maturity Model: I define technical maturity as a combination of three factors at a given point of time.

Advertising 362

Advertising Cost-Benefit ROI Machine Learning 362

Decision Management Solutions

JANUARY 16, 2020

executive editor of The Machine Learning Times and founder of the Predictive Analytics World and Deep Learning World conference series, discusses the pitfalls of predictive analytics in his article, “ Why Operationalizing Machine Learning Requires a Shrewd Business Perspective.” They’re never deployed to drive decisions.

Machine Learning 87

Machine Learning Predictive Modeling Predictive Analytics Deep Learning 87

O'Reilly on Data

SEPTEMBER 19, 2023

While data scientists were no longer handling Hadoop-sized workloads, they were trying to build predictive models on a different kind of “large” dataset: so-called “unstructured data.” And it was good. For a few years, even. But then we hit another hurdle. Today’s landscape of simulation tooling is uneven.

Machine Learning 339

Machine Learning Testing Modeling Cost-Benefit 339

CIO Business Intelligence

SEPTEMBER 10, 2024

We envisioned harnessing this data through predictive models to gain valuable insights into various aspects of the industry. This included predicting political outcomes, such as potential votes on pipeline extensions, as well as operational issues like predicting the failure of downhole submersible pumps, which can be costly to repair.

IT 122

IT Risk Risk Management Predictive Modeling 122

Smart Data Collective

MARCH 28, 2022

There are four main types of data analytics: Predictive data analytics: It is used to identify various trends, causation, and correlations. It can be further classified as statistical and predictive modeling, but the two are closely associated with each other. The time saved can be used for other productive activities.

Data Analytics 105

Data Analytics Software Analytics Statistics 105

KDnuggets

JULY 29, 2019

This free ebook is a great resource for data science beginners, providing a good introduction into Python, coding with Raspberry Pi, and using Python to building predictive models.

Predictive Modeling 80

Predictive Modeling Data Science Modeling 80

Sisense

MARCH 24, 2020

BA claimed that a continued investment in analytics during the crisis was a critical factor to streamlining marketing activities and thwarting fraudulent bookings when their business was especially fragile. One area they refused to cut, however, was their business intelligence program. Insights over instinct.

Analytics 94

Analytics Sales Forecasting Business Intelligence 94

Sisense

JANUARY 26, 2020

They use predictive models to forecast revenues based on spending. When he isn’t writing copy, he’s probably reading books, running through San Francisco or getting lost in YouTube holes about math/logic problems. Those dashboards answered immediate questions about the current state of the business.

Predictive Analytics 78

Predictive Analytics Manufacturing Analytics Forecasting 78

Smarten

APRIL 19, 2022

They can analyze how product opinions change over time and understand sentiments to improve the response to product reviews, movie or book reviews, advertising campaigns, Amazon product reviews, social media tweets and comments, news headlines media content, and more.

Slice and Dice 57

Slice and Dice Business Intelligence Advertising Predictive Modeling 57

Cloudera

OCTOBER 19, 2023

Download the e-book A Hybrid Data Cloud for Accelerated Insight and learn more about the benefits of a hybrid data platform. And by selecting a best-in-class platform like CDP, they effectively outsource the daunting task of building and maintaining a bespoke hybrid data platform from scratch.

Data-driven 76

Data-driven Data Architecture Predictive Modeling Digital Transformation 76

Domino Data Lab

AUGUST 22, 2019

Many thanks to Addison-Wesley Professional for providing the permissions to excerpt “Natural Language Processing” from the book, Deep Learning Illustrated by Krohn , Beyleveld , and Bassens. The excerpt covers how to create word vectors and utilize them as an input into a deep learning model. and 2.6) [ in the book].

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

FineReport

JUNE 7, 2024

Innovations such as AI-driven analytics, interactive dashboards , and predictive modeling set these companies apart. Boasting a user-centric approach, Alteryx’s key features include drag-and-drop functionalities and predictive modeling capabilities.

Visualization 52

Visualization Predictive Analytics Dashboards Predictive Modeling 52

Sisense

APRIL 10, 2020

We are surrounded by written text every day: emails, SMS messages, webpages, books, and much more. All common and necessary data science tasks (data loading, data analysis, data exploration, data preprocessing, data featurization, data modeling, and predictive modeling) are available in both R programming and Python languages.

Deep Learning 98

Deep Learning Data Science Machine Learning Visualization 98

Domino Data Lab

SEPTEMBER 18, 2019

Visualization tools help make the shape of the data more obvious, surface patterns that can easily hide in hundreds of rows of data, and can even assist in the modeling process itself. It may be that your organization can build an AI application by using their prediction models as a base, and then layering other AI and ML techniques on top.

Visualization 99

Visualization Interactive Machine Learning Data Science 99

Domino Data Lab

AUGUST 20, 2019

Many thanks to AWP Pearson for the permission to excerpt “Manual Feature Engineering: Manipulating Data for Fun and Profit” from the book, Machine Learning with Python for Everyone by Mark E. We discussed this as far back as Chapter 1 [in the book]. There is also a complementary Domino project available. Introduction.

Testing 68

Testing Modeling Interactive Measurement 68

Smarten

JUNE 25, 2018

A movie ticket booking website can group users into frequent ticket buyers, moderate ticket buyers and occasional ticket buyers, based on past movie ticket purchases.

Enterprise 40

Enterprise IT Business Intelligence Predictive Modeling 40

Alation

MAY 2, 2023

The hospitality industry generates vast amounts of data from various sources, including customer bookings, transactions, loyalty programs, social media, and guest feedback. For example, hotels can use data analytics to identify booking patterns and optimize room rates, inventory, and staffing levels.

Data Analytics 52

Data Analytics Analytics ROI Data-driven 52

FineReport

MARCH 31, 2024

Recognized for its versatility, Power BI excels in data transformation and visualization, incorporating advanced predictive modeling and AI-driven features. Best BI Tools for Data Analysts 3.1 Operating across three layers—Data, Application, and Presentation—it ensures seamless accessibility and utilization for users across all levels.

Dashboards 52

Dashboards Visualization Data mining Data-driven 52

Alation

MAY 2, 2023

The hospitality industry generates vast amounts of data from various sources, including customer bookings, transactions, loyalty programs, social media, and guest feedback. For example, hotels can use data analytics to identify booking patterns and optimize room rates, inventory, and staffing levels.

Data Analytics 40

Data Analytics Analytics ROI Data-driven 40

Smarten

JULY 10, 2018

Use Case(s): Loan applicants grouped as low, medium, and high risk based on applicant age, annual income, employment tenure, a movie ticket booking website can group users into frequent ticket buyers, moderate ticket buyers and occasional ticket buyers, based on past movie ticket purchases, and more.

Analytics 40

Analytics Forecasting Statistics Sales 40

FineReport

APRIL 24, 2024

Financial KPI Dashboard created by FineBI Book a Free Demo Another prominent player in the field of data visualization is Power BI by Microsoft. Interactive Dashboard created by FineReport Book A Demo These are just a few examples of the diverse range of data visualization tools available in the market today.

Visualization 52

Visualization Dashboards Interactive Key Performance Indicator 52

Depict Data Studio

SEPTEMBER 17, 2019

I checked out books from the library. His experience includes evaluation and outcomes studies, ROI analysis, IBNR determination, predictive modeling, risk adjustment methodologies, advanced data visualization, dashboard design and implementation, database development and management, and identifying and evaluating trends and forces in data.

Visualization 40

Visualization Consulting Dashboards Reporting 40

Domino Data Lab

OCTOBER 23, 2019

As Domino is committed to supporting data scientists and accelerating research, we reached out to Addison-Wesley Professional (AWP) Pearson for the appropriate permissions to excerpt “Predicting Social-Media Influence in the NBA” from the book, Pragmatic AI: An Introduction to Cloud-Based Machine Learning by Noah Gift. In Figure 6.8,

Statistics 59

Statistics Machine Learning Testing Modeling 59

O'Reilly on Data

MAY 18, 2020

All predictive models are wrong at times?—just As the renowned statistician George Box once quipped , “All models are wrong, but some are useful.” And that’s just related to existing laws on the books. We’re such proponents of interpretability that one of us even wrote an e-book on the subject.)

Risk 364

Risk Modeling Data Processing Reporting 364

O'Reilly on Data

MARCH 23, 2021

On top of this, pre-existing societal biases are being reinforced and promulgated at previously unheard of scales as we increasingly integrate machine learning models into our daily lives. Put simply, we are reduced to the inputs of an algorithm. ” 4.

Internet Publishing and Broadcasting 342

Internet Publishing and Broadcasting Broadcasting Data-driven Publishing 342

Occam's Razor

AUGUST 9, 2021

Predictive metrics! Here’s the definition of a metric from my first book: A metric is a number. Note: Strictly speaking what we are doing above is closer to Predictive Modeling, even though we have a bunch of Predictive Metrics. But first, let's take a small step back. What is a metric? Simple enough.

Metrics 143

Metrics Analytics Key Performance Indicator Predictive Modeling 143

Occam's Razor

NOVEMBER 18, 2014

Ok, so perhaps as the author of two bestselling books on analytics I love it a little bit more! Short story #2: Predictive Modeling, Quantifying Cost of Inaction. Short story #2: Predictive Modeling, Quantifying Cost of Inaction. Thank goodness for predictive models. Let's look at some more.

Visualization 145

Visualization Slice and Dice Predictive Modeling Metrics 145

Domino Data Lab

JULY 9, 2019

Diving into examples of building and deploying ML models at The New York Times including the descriptive topic modeling-oriented Readerscope (audience insights engine), a prediction model regarding who was likely to subscribe/cancel their subscription, as well as prescriptive example via recommendations of highly curated editorial content.

Data Science 112

Data Science Machine Learning Advertising Modeling 112

DataRobot Blog

AUGUST 10, 2022

Snowflake provides a state-of the-art data platform for collating and analysing workforce data, and with the combined addition of DataRobot Solution Accelerator models, trusts can have predictive models running with little experimentation — further accelerated by the wide range of supportive datasets available through the Snowflake Marketplace.

Forecasting 52

Forecasting Data-driven Experimentation Risk 52

Jet Global

SEPTEMBER 1, 2023

Data-Driven Decision Making: Embedded predictive analytics empowers the development team to make informed decisions based on data insights. By integrating predictive models directly into the application, developers can provide real-time recommendations, forecasts, or insights to end-users.

Predictive Analytics 52

Predictive Analytics Risk Analytics Data-driven 52

Jet Global

AUGUST 13, 2024

Demand Forecasting: Machine learning analyzes sales data to predict future demand, leading to better inventory management and resource allocation. Risk Management: AI-powered anomaly detection and predictive modeling identify potential supply chain disruptions, allowing for proactive risk management.

Manufacturing 52

Manufacturing Reporting Optimization Sales 52

Jet Global

MAY 9, 2024

Machine Learning Pipelines : These pipelines support the entire lifecycle of a machine learning model, including data ingestion , data preprocessing, model training, evaluation, and deployment. By integrating predictive models into data pipelines, organizations can benefit from actionable insights that drive strategic planning.

Data Lake 52

Data Lake Data Warehouse Business Intelligence Machine Learning 52

Jet Global

DECEMBER 12, 2024

This enables organizations to build and deploy conversational BI agents, predictive models, and real-time data insights seamlessly, empowering users with personalized and actionable intelligence at scale.

Analytics 52

Analytics Reporting Dashboards Business Intelligence 52

Jet Global

JULY 17, 2023

The column to predict here is the Salary, using other columns in the dataset. If there are missing values in the input columns, we must handle those conditions when creating the predictive model.

Predictive Analytics 52

Predictive Analytics Reporting Strategy Enterprise 52

Jet Global

MAY 1, 2023

To learn more about taking a disciplined approach to pricing and all the considerations that shape your go-to-market strategy, download this e-book. Predictive analytics use a combination of data sets from multiple sources to find relationships and correlations.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52