Dataconomy

DECEMBER 17, 2024

Example: For a project to optimize supply chain operations, the scope might include creating dashboards for inventory tracking but exclude advanced predictive analytics in the first phase. Actionable steps: Inventory existing data : Identify what data is currently available and assess its quality.

Data Quality 91

Data Quality Power BI Data Engineering Data Engineer 91

Data Science Blog

NOVEMBER 15, 2023

Storing the Object-Centrc Analytical Data Model on Data Mesh Architecture Central data models, particularly when used in a Data Mesh in the Enterprise Cloud, are highly beneficial for Process Mining, Business Intelligence, Data Science, and AI Training.

Data Models 245

Data Models Data Modeling Business Intelligence Business Intelligence 245

IBM Journey to AI blog

AUGUST 12, 2024

It helps companies streamline and automate the end-to-end ML lifecycle, which includes data collection, model creation (built on data sources from the software development lifecycle), model deployment, model orchestration, health monitoring and data governance processes.

Big Data 106

Big Data Big Data ML ML 106

Dataversity

JULY 15, 2024

In the contemporary data-driven business landscape, the seamless integration of data architecture with business operations has become critical for success.

Predictive Analytics 64

Predictive Analytics Analytics Analytics Data Governance 64

Precisely

AUGUST 3, 2023

Half of the respondents (50%) say their strategies are influenced by advanced data analytics, a critical technology for amplifying data-driven decision-making. They also report an increased focus on financial reporting and predictive analytics (28%) in response to the economic downturn.

DataOps 98

DataOps Data Quality Analytics Analytics 98

Data Science Dojo

JULY 2, 2024

Integrate data from various sources, preprocess it on the fly, and use predictive analytics to make immediate decisions. It is important to establish a strong foundation based on high-quality data. Moreover, you must implement data governance frameworks to ensure accuracy and compliance with regulations.

AI 195

AI AI Algorithm Machine Learning 195

Precisely

NOVEMBER 20, 2023

It has been at the heart of many innovations over the past two years, powering everything from the chatbots that enhance our customer experiences to the predictive analytics engines that help us make financial decisions. Therefore, every AI initiative must occur within a sound data governance framework.

AI 121

AI AI Clean Data Predictive Analytics 121

Alation

FEBRUARY 20, 2020

As data drives more and more of the modern economy, data governance and data management are racing to keep up with an ever-expanding range of requirements, constraints and opportunities. Prior to the Big Data revolution, companies were inward-looking in terms of data.

Data Governance 52

Data Governance Data Science Data Warehouse Analytics 52

IBM Journey to AI blog

JUNE 29, 2023

The cloud also offers data security, disaster recovery, and cost efficiencies compared to on-premises infrastructure. Data governance and security As organizations integrate data from multiple sources, maintaining data governance and security becomes crucial.

Analytics 94

Analytics Analytics Business Intelligence Business Intelligence 94

Smart Data Collective

AUGUST 14, 2019

The healthcare sector is heavily dependent on advances in big data. Healthcare organizations are using predictive analytics , machine learning, and AI to improve patient outcomes, yield more accurate diagnoses and find more cost-effective operating models. Here are some changes on the horizon.

Big Data Analytics 101

Big Data Analytics Big Data Analytics Big Data Big Data 101

IBM Journey to AI blog

OCTOBER 30, 2023

The platform provides an intelligent, self-service data ecosystem that enhances data governance, quality and usability. By migrating to watsonx.data on AWS, companies can break down data silos and enable real-time analytics, which is crucial for timely decision-making.

AWS 95

AWS AI AI Data Warehouse 95

Pickl AI

DECEMBER 2, 2024

Processing frameworks like Hadoop enable efficient data analysis across clusters. Analytics tools help convert raw data into actionable insights for businesses. Strong data governance ensures accuracy, security, and compliance in data management. What is Big Data?

Big Data 52

Big Data Big Data Data Lakes Apache Hadoop 52

Pickl AI

NOVEMBER 25, 2024

Processing frameworks like Hadoop enable efficient data analysis across clusters. Analytics tools help convert raw data into actionable insights for businesses. Strong data governance ensures accuracy, security, and compliance in data management. What is Big Data?

Big Data 52

Big Data Big Data Data Lakes Apache Hadoop 52

phData

FEBRUARY 14, 2023

Insurance companies often face challenges with data silos and inconsistencies among their legacy systems. To address these issues, they need a centralized and integrated data platform that serves as a single source of truth, preferably with strong data governance capabilities.

Data Governance 52

Data Governance Data Silos Predictive Analytics Data Wrangling 52

Pickl AI

SEPTEMBER 17, 2024

It leverages Machine Learning, natural language processing, and predictive analytics to identify malicious activities, streamline incident response, and optimise security measures. Summary : AI is transforming the cybersecurity landscape by enabling advanced threat detection, automating security processes, and adapting to new threats.

AI 52

AI AI Machine Learning Machine Learning 52

Pickl AI

OCTOBER 18, 2023

Data Enrichment Services Enrichment tools augment existing data with additional information, such as demographics, geolocation, or social media profiles. This enhances the depth and usefulness of the data. It defines roles, responsibilities, and processes for data management. FAQs How AI and ML Can Improve Data Quality?

Data Quality 52

Data Quality ML ML Machine Learning 52

Smart Data Collective

MAY 20, 2019

GDPR helped to spur the demand for prioritized data governance , and frankly, it happened so fast it left many companies scrambling to comply — even still some are fumbling with the idea. The more direct experience and talent an analyst has with automation technology, the more desirable they will be. The Rise of Regulation.

Analytics 111

Analytics Analytics Data Analyst Machine Learning 111

Pickl AI

OCTOBER 15, 2024

Predictive Analytics Predictive analytics involves using statistical algorithms and Machine Learning techniques to forecast future events based on historical data. It analyses patterns to predict trends, customer behaviours, and potential outcomes.

Analytics 52

Analytics Analytics Predictive Analytics Machine Learning 52

Dataconomy

MAY 17, 2023

The widespread adoption of artificial intelligence in sales has led to the development of various tools Improving sales forecasting and analytics Artificial intelligence empowers sales teams with advanced forecasting and analytics capabilities, enabling data-driven decision making and improved sales performance.

Artificial Intelligence 87

Artificial Intelligence Artificial Intelligence AI AI 87

Alation

MAY 4, 2023

The chosen predictive analytics tools should be able to handle large datasets easily, provide a range of features such as interactive visualizations, and be compatible with existing systems. Establish clear objectives for integrating data catalogs with data visualization tools.

Data Visualization 52

Data Visualization Data Governance Tableau Data Scientist 52

Pickl AI

OCTOBER 3, 2024

The process typically involves several key steps: Model Selection: Users choose from a library of pre-trained models tailored for specific applications such as Natural Language Processing (NLP), image recognition, or predictive analytics. Computer Vision : Models for image recognition, object detection, and video analytics.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

Alation

MARCH 21, 2023

What are common data challenges for the travel industry? Some companies struggle to optimize their data’s value and leverage analytics effectively. When companies lack a data governance strategy , they may struggle to identify all consumer data or flag personal data as subject to compliance audits.

Analytics 52

Analytics Analytics Data Silos Big Data 52

Pickl AI

JULY 29, 2024

Log Analysis These are well-suited for analysing log data from various sources, such as web servers, application logs, and sensor data, to gain insights into user behaviour and system performance. Data Governance and Security Hadoop clusters often handle sensitive data, making data governance and security a significant concern.

Hadoop 52

Hadoop Clustering Big Data Big Data 52

Pickl AI

SEPTEMBER 17, 2024

Healthcare In healthcare, Big Data Analytics can improve patient outcomes by analysing medical records, treatment histories, and real-time health monitoring from wearable devices. Predictive analytics can help identify potential health risks before they become critical issues.

Big Data 52

Big Data Big Data Big Data Analytics Big Data Analytics 52

Pickl AI

OCTOBER 10, 2024

Support for Advanced Analytics : Transformed data is ready for use in Advanced Analytics, Machine Learning, and Business Intelligence applications, driving better decision-making. Using data transformation tools is key to staying competitive in a data-driven world, offering both efficiency and reliability.

Data Quality 52

Data Quality AWS Machine Learning Machine Learning 52

Alation

MAY 4, 2023

The chosen predictive analytics tools should be able to handle large datasets easily, provide a range of features such as interactive visualizations, and be compatible with existing systems. Establish clear objectives for integrating data catalogs with data visualization tools.

Data Visualization 40

Data Visualization Data Governance Tableau Data Scientist 40

Pickl AI

DECEMBER 4, 2023

Exploring technologies like Data visualization tools and predictive modeling becomes our compass in this intricate landscape. Data governance and security Like a fortress protecting its treasures, data governance, and security form the stronghold of practical Data Intelligence.

Data Analysis 52

Data Analysis Data Analysis Artificial Intelligence Artificial Intelligence 52

Precisely

JANUARY 22, 2024

Recent research from Precisely and Drexel University’s LeBow College of Business found that 75% of data professionals surveyed are looking to improve data quality and trust while 57% are concerned about improving regulatory compliance.

Natural Language Processing 59

Natural Language Processing Machine Learning Machine Learning ML 59

phData

APRIL 18, 2023

Snowflake enables organizations to instantaneously scale to meet SLAs with timely delivery of regulatory obligations like SEC Filings, MiFID II, Dodd-Frank, FRTB, or Basel III—all with a single copy of data enabled by data sharing capabilities across various internal departments.

Data Silos 52

Data Silos ETL Clustering Analytics 52

IBM Journey to AI blog

OCTOBER 20, 2023

AI platforms assist with a multitude of tasks ranging from enforcing data governance to better workload distribution to the accelerated construction of machine learning models. What types of features do AI platforms offer?

AI 90

AI AI Machine Learning Machine Learning 90

Pickl AI

OCTOBER 17, 2024

SAS Visual Analytics SAS Visual Analytics is known for its Deep Statistical Analysis capabilities, making it a powerful tool for organisations that require both descriptive and predictive analytics. It also integrates machine learning algorithms to provide users with advanced analytics and forecasting capabilities.

Analytics 52

Analytics Analytics Power BI Tableau 52

Heartbeat

OCTOBER 23, 2023

Another notable application is predictive analytics in healthcare. Researchers and practitioners can develop models that predict patient outcomes, risk stratification, and disease progression by leveraging machine learning techniques on large-scale healthcare datasets.

Machine Learning 52

Machine Learning Machine Learning Data Scientist Big Data Analytics 52

Pickl AI

AUGUST 24, 2023

Real-World Resource Management: In sectors like agriculture, edge devices can analyze environmental data locally to optimize irrigation, fertilization, and other resource-intensive processes, leading to more efficient resource utilization.

Cloud Computing 52

Cloud Computing Big Data Analytics Big Data Analytics Machine Learning 52

Pickl AI

JULY 3, 2023

Programming Languages: Proficiency in programming languages like Python or R is advantageous for performing advanced data analytics, implementing statistical models, and building data pipelines. BI Developers should be familiar with relational databases, data warehousing, data governance, and performance optimization techniques.

Business Intelligence 52

Business Intelligence Business Intelligence SQL Data Visualization 52

Pickl AI

DECEMBER 12, 2024

Here are some key applications of LAMs: Personalised Patient Care LAMs are instrumental in analysing patient data to develop personalised treatment plans. By leveraging predictive analytics, these models can forecast patient outcomes and recommend tailored interventions, leading to improved healthcare delivery.

Data Analysis 52

Data Analysis Data Analysis Artificial Intelligence Artificial Intelligence 52

Pickl AI

OCTOBER 3, 2024

Applications include: Customer Segmentation: Marketers can use no-code platforms to analyse customer data and segment audiences based on behaviour and preferences, allowing for more targeted marketing strategies. This challenge highlights the need for robust training and awareness around data privacy when implementing no-code solutions.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI AI 52

phData

SEPTEMBER 4, 2024

Advanced Analytics Capabilities Not only does ThoughtSpot offer strong visualizations to create clear and impactful presentations, but it also incorporates AI-powered suggestions, anomaly detection, and predictive analytics, which uncovers hidden patterns a user might not notice in their exploration.

Analytics 52

Analytics Analytics SQL ETL 52