David Menninger's Analyst Perspectives

OCTOBER 4, 2023

The Ventana Research 2023 Analytics and Data Buyers Guide is the distillation of a year of market and product research by Ventana Research.

Analytics 144

Analytics ROI Marketing Management 144

Rocket-Powered Data Science

JULY 19, 2023

On-prem data sources have the powerful advantage (for design, development, and deployment of enterprise analytics applications) of low-latency data delivery. Low-latency data delivery is a system level requirement that is tied to a critical business user requirement: low-latency analytics product delivery !

Analytics 196

Analytics Data-driven Machine Learning Enterprise 196

Analytics Vidhya

APRIL 8, 2024

Introduction Large language models (LLMs) represent a category of artificial intelligence (AI) trained on extensive datasets of text. Open-source LLMs, in particular, are those LLMs made freely accessible for […] The post Top 10 Open-Source LLMs for 2024 and Their Uses appeared first on Analytics Vidhya.

Modeling 303

Modeling Analytics 303

David Menninger's Analyst Perspectives

NOVEMBER 1, 2023

As a result, it’s hard to pigeonhole Alteryx into an existing software category. At the time of the IPO, Alteryx was focusing much of its marketing efforts on the data preparation market, particularly to support Tableau. Throughout this time though, Alteryx offered much more than data preparation.

Analytics 144

Analytics Marketing Software IT 144

Analytics Vidhya

FEBRUARY 12, 2024

Each slice corresponds to a category, facilitating quick comparisons. Firstly, they provide […] The post Pie Chart Matplotlib: A Guide to Create and Customize Pie Charts appeared first on Analytics Vidhya. Introduction Pie charts, a widely used visualization tool, represent data proportions in a circular format.

Visualization 294

Visualization Analytics 294

David Menninger's Analyst Perspectives

APRIL 1, 2021

The Ventana Research Value Index: Analytics and Data 2021 is the distillation of a year of market and product research by Ventana Research. Using this methodology, we evaluated vendor submissions in seven categories: five relevant to the product experience ? adaptability, capability, manageability, reliability and usability ?

Analytics 194

Analytics ROI Business Intelligence Marketing 194

Analytics Vidhya

DECEMBER 20, 2023

These methods span different categories, each altering data to introduce diversity and improve model robustness. Color and contrast adjustments alter image appearance, including […] The post Understanding Mosaic Data Augmentation appeared first on Analytics Vidhya.

Deep Learning 305

Deep Learning Machine Learning Modeling Analytics 305

Analytics Vidhya

SEPTEMBER 19, 2023

Introduction A specific category of artificial intelligence models known as large language models (LLMs) is designed to understand and generate human-like text. The term “large” is often quantified by the number of parameters they possess. For example, OpenAI’s GPT-3 model has 175 billion parameters.

Modeling 323

Modeling Analytics Unstructured Data IT 323

Analytics Vidhya

JANUARY 13, 2023

Introduction This is a multiclass classification project to classify the severity of road accidents into three categories. The post Machine Learning Solution Predicting Road Accident Severity appeared first on Analytics Vidhya. This project is based on real-world data, and the dataset is also highly imbalanced.

Machine Learning 395

Machine Learning Data Science Publishing Analytics 395

David Menninger's Analyst Perspectives

MARCH 1, 2019

I am happy to offer some insights on SAP drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.

Analytics 203

Analytics IT Business Intelligence ROI 203

Analytics Vidhya

FEBRUARY 15, 2024

Among the myriad visualization techniques available, area charts stand out for effectively representing quantitative data over time or categories.

Visualization 294

Visualization Analytics 294

David Menninger's Analyst Perspectives

FEBRUARY 4, 2019

I am happy to share some insights gleaned from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. This research-based index is the first such evaluation to assess the full business value of analytics and business intelligence software.

Business Intelligence 207

Business Intelligence Analytics ROI Software 207

Analytics Vidhya

JULY 13, 2022

Here there are two categories […]. The post Handwritten Digit Recognition using TensorFlow appeared first on Analytics Vidhya. The application will recognize our handwriting. Nowadays, technology has increased tremendously, and the computer can recognize anything.

Data Science 392

Data Science Publishing Technology Analytics 392

Analytics Vidhya

JULY 12, 2023

By transforming category data into numerical labels, label encoding enables us to use them in various algorithms. […] The post How to Perform Label Encoding in Python? appeared first on Analytics Vidhya. However, many machine learning algorithms require numerical input. This is where label encoding comes into play.

Machine Learning 269

Machine Learning Analytics Data mining 269

Analytics Vidhya

DECEMBER 18, 2023

This article delves into the top 20 Docker containers across various categories, showcasing their features, use cases, and contributions to streamlining development workflows.

Software 295

Software Analytics 295

Analytics Vidhya

MAY 19, 2023

There are two broad categories of statistical methods: descriptive and inferential statistics. appeared first on Analytics Vidhya. This article will explain the difference between descriptive vs inferential statistics.

Statistics 281

Statistics Analytics 281

Analytics Vidhya

APRIL 18, 2023

The Sony World Photography Awards, held last week, witnessed an unprecedented event when the winner of the creative, open category, German-based artist Boris Eldagsen, revealed on his website that he would not accept the prize.

Analytics 289

Analytics 289

David Menninger's Analyst Perspectives

APRIL 15, 2019

I am happy to offer some insights on Microsoft drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.

Marketing 167

Marketing Analytics Business Intelligence ROI 167

David Menninger's Analyst Perspectives

APRIL 19, 2019

I am happy to offer some insights on Qlik drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.

Interactive 141

Interactive Analytics Business Intelligence ROI 141

Analytics Vidhya

DECEMBER 21, 2021

This article was published as a part of the Data Science Blogathon Introduction Text classification is a machine-learning approach that groups text into pre-defined categories. The post Intent Classification with Convolutional Neural Networks appeared first on Analytics Vidhya.

Machine Learning 400

Machine Learning Data Science Publishing Analytics 400

David Menninger's Analyst Perspectives

FEBRUARY 13, 2019

I am happy to share some insights about IBM drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.

Analytics 141

Analytics Business Intelligence ROI Marketing 141

Analytics Vidhya

JANUARY 5, 2024

These awards recognize the outstanding contributions of individuals and organizations across various categories, reflecting the diverse ways AI has reshaped our world. AI’s impact […] The post The 2023 AI Hall of Fame: Honoring the Best in AI Awards appeared first on Analytics Vidhya.

Analytics 177

Analytics 177

David Menninger's Analyst Perspectives

FEBRUARY 6, 2019

I am happy to offer some insights on Information Builders drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.

Analytics 147

Analytics Business Intelligence ROI Software 147

Analytics Vidhya

JUNE 19, 2022

Azure provides different categories of cloud services such as infrastructure as a service (IaaS), platform as a service (PaaS), software as a service (SaaS), and serverless. The post Commonly Asked Ques During Microsoft Azure Interviews appeared first on Analytics Vidhya. Organizations across the globe prefer to […].

Data Science 341

Data Science Publishing Software Analytics 341

David Menninger's Analyst Perspectives

MARCH 20, 2019

I am happy to share some insights gleaned from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. This research-based index is the first such evaluation to assess the full business value of analytics and business intelligence software.

Business Intelligence 145

Business Intelligence Analytics ROI Software 145

Smart Data Collective

DECEMBER 15, 2022

Data analytics is not a new term, as it’s the same as interpreting information. Today, business data and analytical insights are the most sought-after to increase revenue and improve corporate decisions. How Are Analytical Insights Formed From Business Data? Why Opt For Data Analytics? Data Collection.

Analytics 116

Analytics Visualization Data Collection Statistics 116

Analytics Vidhya

APRIL 6, 2022

EDA can be divided into two categories: graphical analysis and non-graphical analysis. The post Exploratory Data Analysis (EDA) in Python appeared first on Analytics Vidhya. EDA is a critical component of any data science or machine learning process. You must explore the data, understand the relationships between variables, […].

Machine Learning 348

Machine Learning Data Science Analytics Visualization 348

David Menninger's Analyst Perspectives

MAY 6, 2019

The Ventana Research Value Index: Collaborative Analytics and Business Intelligence 2019 is the distillation of a year of market and product research efforts by Ventana Research. This research-based index is the first such evaluation to assess the full business value of collaborative analytics and business intelligence software.

Analytics 133

Analytics Business Intelligence ROI Software 133

David Menninger's Analyst Perspectives

MARCH 29, 2019

I am happy to offer some insights on Salesforce.com drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.

Analytics 135

Analytics IT Business Intelligence ROI 135

Cloudera

OCTOBER 29, 2020

Keck Medicine of USC (Keck) has been nominated in the Data for Good category, which is awarded to organizations that tackle challenging issues affecting society and the planet, helping transform the future. The post Healthcare Data Impact Awards finalists shine in Data for Good category appeared first on Cloudera Blog.

Big Data 48

Big Data Risk Enterprise Data Analytics 48

David Menninger's Analyst Perspectives

FEBRUARY 8, 2019

I am happy to offer some insights on MicroStrategy drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.

Analytics 138

Analytics Business Intelligence ROI Marketing 138

Analytics Vidhya

APRIL 15, 2021

SUPERVISED LEARNING Before making you understand the broad category of. The post Understanding Supervised and Unsupervised Learning appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon.

Data Science 361

Data Science Publishing Analytics Structured Data 361

David Menninger's Analyst Perspectives

MARCH 8, 2019

I am happy to share some insight on Domo drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.

Analytics 133

Analytics Business Intelligence ROI Marketing 133

Analytics Vidhya

SEPTEMBER 9, 2020

We have divided the myths into career, tools and role related categories. 11 Data Science Myths You Should Avoid at All Costs appeared first on Analytics Vidhya. In this article, we bust 11 common myths people have about data science. The post Busted!

Data Science 400

Data Science Analytics 400

Analytics Vidhya

NOVEMBER 29, 2021

Introduction Consider the following scenario: you are a product manager who wants to categorize customer feedback into two categories: favorable and unfavorable. The post Implementation of Gaussian Naive Bayes in Python Sklearn appeared first on Analytics Vidhya.

Data Science 330

Data Science Publishing Management Analytics 330

Analytics Vidhya

AUGUST 13, 2022

The first task you do with each ticket is to classify it into one of the categories you […]. The post Step-by-step Explanation of Text Classification appeared first on Analytics Vidhya.

Data Science 270

Data Science Publishing Analytics IT 270

CIO Business Intelligence

JUNE 2, 2022

The report, based on survey responses from tech decision makers in banks and their technology vendors, categorizes 30 different technologies into three main categories: “hot,” “on-the-radar,” and “hype.”. Interest in microservices remains relatively low compared to AI and analytics, however. 5G aids customer service.

Predictive Analytics 144

Predictive Analytics Technology Analytics Machine Learning 144