IBM Journey to AI blog

AUGUST 28, 2023

As it pertains to social media data, text mining algorithms (and by extension, text analysis) allow businesses to extract, analyze and interpret linguistic data from comments, posts, customer reviews and other text on social media platforms and leverage those data sources to improve products, services and processes. How does text mining work?

Data Mining 170

Data Mining Convolutional Neural Networks Categorization Machine Learning 170

AWS Machine Learning Blog

JUNE 25, 2024

Manually analyzing and categorizing large volumes of unstructured data, such as reviews, comments, and emails, is a time-consuming process prone to inconsistencies and subjectivity. We provide a prompt example for feedback categorization. Extracting valuable insights from customer feedback presents several significant challenges.

Automation 127

Automation Prompt Engineer Prompt Engineering Categorization 127

ODSC - Open Data Science

MARCH 18, 2025

Session 2: Bayesian Analysis of Survey Data: Practical Modeling withPyMC Unlock the power of Bayesian inference for modeling complex categorical data using PyMC. This session takes you from logistic regression to categorical and ordered logistic regression, providing practical, hands-on experience with real-world surveydata.

Data Science 64

Data Science Machine Learning Software Engineer Data Scientist 64

Pickl AI

MARCH 17, 2025

It covers creating measures and calculated columns, using aggregate functions, and applying time intelligence for advanced Data Analysis. Introduction In the world of Business Intelligence , Power BI is a leading tool for Data Analysis and visualization.

Data Analysis 52

Data Analysis Business Intelligence Categorization 52

Unite.AI

JUNE 25, 2024

Businesses must shift perceptions and transition to a new working culture that prevents these negative attitudes from manifesting and hampering adoption and accurate measuring. Surveys and assessments are an efficient means of mapping and categorizing the attitudes and perceived engagement of one’s specialists.

Software Development 147

Software Development Continuous Learning Categorization Business Intelligence 147

Marktechpost

SEPTEMBER 8, 2023

Microsoft Power BI Microsoft Power BI, a powerful business intelligence platform that lets users filter through data and visualize it for insights, is another top AI tool for data analysis. Data is sorted and categorized based on keywords and advanced text analysis, and relevant content is highlighted and filed away accordingly.

AI Tools 132

AI Tools Data Science Machine Learning Data Analysis 132

Marktechpost

NOVEMBER 1, 2024

Leveraging Google’s expertise in data handling and AI innovation, this platform offers extensive analytics capabilities that range from marketing and business intelligence to data science. Google Cloud Smart Analytics supports organizations in building data-driven workflows and implementing AI at scale.

Artificial Intelligence 97

Artificial Intelligence Artificial Intelligence AI Tools Machine Learning 97

AWS Machine Learning Blog

MARCH 20, 2025

Asure chose this approach because it provided in-depth consumer analytics, categorized call transcripts around common themes, and empowered contact center leaders to use natural language to answer queries. This ultimately allowed Asure to provide its customers with improvements in product and customer experiences.

Generative AI 82

Generative AI Metadata AI AI 82

Pickl AI

APRIL 9, 2025

This process ensures that organizations can consolidate disparate data sources into a unified repository for analytics and reporting, thereby enhancing business intelligence. It simplifies the process of data preparation for analytics by automatically discovering and categorizing data. What are ETL Tools?

ETL 52

ETL Data Integration Business Intelligence Automation 52

Marktechpost

NOVEMBER 4, 2024

Leveraging Google’s expertise in data handling and AI innovation, this platform offers extensive analytics capabilities that range from marketing and business intelligence to data science. The questions have been categorized for easy learning. Exponent : This platform helps candidates in appearing for mock interviews.

Data Analysis 83

Data Analysis Machine Learning Data Science Python 83

AWS Machine Learning Blog

FEBRUARY 14, 2023

Amazon Personalize can send performance data to Amazon CloudWatch for visualization and monitoring, or alternatively into an Amazon Simple Storage Service (Amazon S3) bucket where you can access metrics and integrate them into other business intelligence tools.

Categorization 91

Categorization Machine Learning Artificial Intelligence Artificial Intelligence 91

AWS Machine Learning Blog

NOVEMBER 15, 2023

After a few minutes, a transcript is produced with Amazon Transcribe Call Analytics and saved to another S3 bucket for processing by other business intelligence (BI) tools. PCA also offers a web-based user interface that allows customers to browse call transcripts.

Data Ingestion 121

Data Ingestion Metadata NLP Data Scientist 121

Pickl AI

OCTOBER 10, 2024

Inconsistent or unstructured data can lead to faulty insights, so transformation helps standardise data, ensuring it aligns with the requirements of Analytics, Machine Learning , or Business Intelligence tools. Encoding : Converting categorical data into numerical values for better processing by algorithms.

ETL 52

ETL Data Quality Machine Learning Business Intelligence 52

Marktechpost

AUGUST 27, 2024

Microsoft Power BI Data Analyst Professional Certificate This program offers professional training in Microsoft Power BI, preparing you for a career as a Business Intelligence analyst. The course includes hands-on labs and projects to practice these skills.

Data Analysis 57

Data Analysis Python Data Scientist Big Data 57

AWS Machine Learning Blog

MAY 10, 2023

Business analysts play a pivotal role in facilitating data-driven business decisions through activities such as the visualization of business metrics and the prediction of future events. You can send batch predictions to QuickSight for numeric, categorical prediction, and time series forecasting models.

ML 96

ML Data Analysis Machine Learning Metadata 96

Pickl AI

APRIL 27, 2023

Data Analytics Trend Report 2023: Data Science is an interdisciplinary field that focuses on filtering the data, categorizing it, and deriving valuable insights. Ref: [link] Top Data Analytics Trends in 2023 The Pervasiveness of Analytics Across the Business Domains One of the latest trends that is changing the way business operates.

Data Science 52

Data Science Artificial Intelligence Artificial Intelligence Python 52

Pickl AI

SEPTEMBER 12, 2024

Importance of Data Science Data Science is crucial in decision-making and business intelligence across various industries. Business Intelligence (BI): Analysing data to support decision-making and improve business performance.

Data Science 52

Data Science Machine Learning Data Mining Algorithm 52

Marktechpost

JULY 17, 2023

TIBCO Statistica With several collaboration and workflow capabilities included in the product to enable business intelligence throughout a company, TIBCO strongly emphasizes usability. This makes it a wise decision for your business if you anticipate using the tool by less experienced workers.

Machine Learning 98

Machine Learning Data Mining Data Scientist Data Science 98

Pickl AI

AUGUST 16, 2024

Each of these tests serves specific purposes, such as comparing means or assessing relationships between categorical variables. SAS (Statistical Analysis System) This comprehensive software suite enables advanced analytics, business intelligence, and data management. Common tests include the t-test, chi-square test, and F-test.

Data Analysis 52

Data Analysis Python Machine Learning Artificial Intelligence 52

Pickl AI

FEBRUARY 13, 2025

The Tableau services market makes up about 7% of the overall business intelligence platform market. Using donut charts in Tableau, businesses can quickly highlight essential data, improve decision-making, and create visually engaging reports. Following the right sequence will make the process seamless and easy to execute.

Categorization 52

Categorization Business Intelligence Explainability 52

Pickl AI

APRIL 26, 2024

A bar chart represents categorical data with rectangular bars. For example, bar charts can compare categorical data and line charts to show trends over time. Advantages: It is easy to interpret and visualise, can handle numerical and categorical data, and requires fewer data preprocessing.

Data Analysis 52

Data Analysis Machine Learning ETL Explainability 52

Artificial Corner

JUNE 6, 2023

Data warehouses were designed to support business intelligence activities, providing a centralized data source for reporting and analysis. This multidimensional analysis capability makes OLAP ideal for business intelligence applications, where users must analyze data from various perspectives.

Data Mining 52

Data Mining Big Data ETL Machine Learning 52

AWS Machine Learning Blog

MAY 30, 2023

Large language models (LLMs) are being used in chatbots for creative pursuits, academic and personal assistants, business intelligence tools, and productivity tools. Common among them are chatbots, image generators, and video generators. You can use text-to-image models to generate abstract or realistic AI art and marketing assets.

Generative AI 85

Generative AI Machine Learning Chatbots LLM 85

Pickl AI

OCTOBER 15, 2024

Applications : Forecasting sales or revenue trends Estimating the impact of marketing campaigns Predicting housing prices based on features such as location, size, and amenities Logistic Regression Unlike linear regression, logistic regression is used when the dependent variable is categorical.

Data Analysis 52

Data Analysis Explainability Data Quality Categorization 52

Pickl AI

JULY 12, 2023

Whether it’s identifying market trends, optimizing business processes, or targeting customer segments, data manipulation is vital in driving strategic actions and achieving desired outcomes. Types of Data Manipulation Data manipulation techniques can be categorized into different types based on the operations performed.

Data Analysis 52

Data Analysis Data Science Data Quality Python 52

Applied Data Science

JUNE 1, 2021

A career in data science requires an extensive and at times daunting set of skills, including knowledge in programming, statistics, machine learning, databases and business intelligence. Why tell stories? Our society is bombarded by numbers.

Data Science 52

Data Science Explainability Categorization Business Intelligence 52

The MLOps Blog

MAY 17, 2023

Further processes or workflows can then easily utilize this data to create business intelligence and analytics solutions. The ELT architecture and its type differ from organization to organization as they have different sets of tech stack, data sources, and business requirements.

ETL 59

ETL ML Machine Learning Data Scientist 59

Mlearning.ai

MAY 23, 2023

In the final stage, the results are communicated to the business in a visually appealing manner. This is where the skill of data visualization, reporting, and different business intelligence tools come into the picture. If the variable is categorical, the default value to the mean, minimum, and maximum is assigned.

Data Science 52

Data Science Neural Network Deep Learning Machine Learning 52

Bugra Akyildiz

AUGUST 10, 2024

Evidence is an open-source, code-based alternative to drag-and-drop business intelligence tools. Our results indicate that the weight space of fine-tuned diffusion models behaves as an interpretable latent space of identities. It has a great project page as well.

BERT 59

BERT Large Language Models Categorization Deep Learning 59

Marktechpost

NOVEMBER 23, 2024

Microsoft Power BI Data Analyst Professional Certificate This program offers professional training in Microsoft Power BI, preparing you for a career as a Business Intelligence analyst. The course includes hands-on labs and projects to practice these skills.

Data Analysis 113

Data Analysis Python Data Scientist Big Data 113

AWS Machine Learning Blog

NOVEMBER 14, 2024

SageMaker Studio automatically copies and assign tags to the SageMaker Studio notebooks created by the users, so you can track and categorize the cost of SageMaker Studio notebooks. Data exports get delivered on a recurring basis to your S3 bucket for you to use with your business intelligence (BI) or data analytics solutions.

ML 108

ML Metadata Automation Machine Learning 108

Pickl AI

APRIL 8, 2025

Each type serves a specific purpose in organizing and analysing data for effective business intelligence, ensuring consistency, historical accuracy, and simplified queries. These attributes help categorize and describe the books, making it easier to locate or analyse them. Introduction Imagine youre organizing a library.

Explainability 52

Explainability Categorization Business Intelligence Data Quality 52

AWS Machine Learning Blog

NOVEMBER 6, 2024

these use cases have demonstrated, this technology can be applied across various domains, from content creation and SEO optimization to business intelligence and customer service. LLMs can support the creation of new content based on audio assets or conversations following predetermined templates or flows.

Auto-complete 114

Auto-complete Machine Learning Generative AI Large Language Models 114