bhawna research
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This document discusses different types of research: - Descriptive research gathers quantifiable information through closed-ended questions to statistically measure characteristics about a group. While it provides defined insights, used properly it can help organizations better understand audiences. - Historical research examines past events and combinations of events to provide an account of what has occurred previously. It aims to communicate an understanding, rather than just collect facts. - Exploratory research is conducted when a problem is not yet clearly defined. It helps determine the best design, methods, and subjects for further research by exploring an issue without a predetermined outcome.
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Valkey 101 - SCaLE 22x March 2025 Stokes.pdf
Valkey 101 - SCaLE 22x March 2025 Stokes.pdfDave Stokes
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An Introduction to Valkey, Presented March 2025 at the Southern California Linux Expo, Pasadena CA. Valkey is a replacement for Redis and is a very fast in memory database, used to caches and other low latency applications. Valkey is open-source software and very fast.2025-03-03-Philly-AAAI-GoodData-Build Secure RAG Apps With Open LLM
2025-03-03-Philly-AAAI-GoodData-Build Secure RAG Apps With Open LLMTimothy Spann
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2025-03-03-Philly-AAAI-GoodData-Build Secure RAG Apps With Open LLM
https://aaai.org/conference/aaai/aaai-25/workshop-list/#ws14Introduction Lecture 01 Data Science.pdf
Introduction Lecture 01 Data Science.pdfmessagetome133
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Data Science Lectures Data Science Lectures Data Science Lectures Data Science Lectures Data Science Lectures Data Science Lectures Data Science Lectures Data Science Lectures Data Science Lectures Data Science Lectures Data Science Lectures Data Science Lectures The truth behind the numbers: spotting statistical misuse.pptx
The truth behind the numbers: spotting statistical misuse.pptxandyprosser3
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As a producer of official statistics, being able to define what misinformation means in relation to data and statistics is so important to us.
For our sixth webinar, we explored how we handle statistical misuse especially in the media. We were also joined by speakers from the Office for Statistics Regulation (OSR) to explain how they play an important role in investigating and challenging the misuse of statistics across government.19th Edition Of International Research Data Analysis Excellence Awards
19th Edition Of International Research Data Analysis Excellence Awardsdataanalysisconferen
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19th Edition Of International Research Data Analysis Excellence Awards
International Research Data Analysis Excellence Awards is the Researchers and Research organizations around the world in the motive of Encouraging and Honoring them for their Significant contributions & Achievements for the Advancement in their field of expertise. Researchers and scholars of all nationalities are eligible to receive ScienceFather Research Data Analysis Excellence Awards. Nominees are judged on past accomplishments, research excellence and outstanding academic achievements.
Place: San Francisco, United States
Visit Our Website: https://researchdataanalysis.com
Nomination Link: https://researchdataanalysis.com/award-nomination
Boosting MySQL with Vector Search Scale22X 2025.pdf
Boosting MySQL with Vector Search Scale22X 2025.pdfAlkin Tezuysal
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As the demand for vector databases and Generative AI continues to rise, integrating vector storage and search capabilities into traditional databases has become increasingly important. This session introduces the *MyVector Plugin*, a project that brings native vector storage and similarity search to MySQL. Unlike PostgreSQL, which offers interfaces for adding new data types and index methods, MySQL lacks such extensibility. However, by utilizing MySQL's server component plugin and UDF, the *MyVector Plugin* successfully adds a fully functional vector search feature within the existing MySQL + InnoDB infrastructure, eliminating the need for a separate vector database. The session explains the technical aspects of integrating vector support into MySQL, the challenges posed by its architecture, and real-world use cases that showcase the advantages of combining vector search with MySQL's robust features. Attendees will leave with practical insights on how to add vector search capabilities to their MySQLbhawna research
- 2. ?Research is careful and organized study or gathering of information about a specific topic. ?Research is defined as to track down information or gain knowledge about a specific subject.
- 3. ? Targeted Issues are addressed. The organization asking for the research has the complete control on the process and the research is streamlines as far as its objectives and scope is concerned. ? Data interpretation is better. The collected data can be examined and interpreted by the marketers depending on their needs rather than relying on the interpretation made by collectors of secondary data. ? Recency of Data. Usually secondary data is not so recent and it may not be specific to the place or situation marketer is targeting. The researcher can use the irrelevant seeming information for knowing trends or may be able to find some relation with the current scenario. ? Proprietary Issues. Collector of primary data is the owner of that information and he need not share it with other companies and
- 4. ? High Cost. Collecting data using primary research is a costly proposition as marketer has to be involved throughout and has to design everything. ? Time Consuming. Because of exhaustive nature of the exercise, the time required to do research accurately is very long as compared to secondary data, which can be collected in much lesser time duration. ? Inaccurate Feed-backs. In case the research involves taking feedbacks from the targeted audience, there are high chances that feedback given is not correct. Feedbacks by their basic nature are usually biased or given just for the sake of it. ? More number of resources are required. Leaving aside cost and time, other resources like human resources and materials too are needed in larger quantity to do surveys and data collection.
- 6. ? Descriptive research is conclusive in nature, as opposed to exploratory. This means that descriptive research gathers quantifiable information that can be used for statistical inference on your target audience through data analysis. As a consequence this type of research takes the form of closed-ended questions, which limits its ability to provide unique insights. However, used properly it can help an organization better define and measure the significance of something about a group of respondents and the population they
- 7. ? Historical research is the type of research that examines past events or combinations of events to arrive at an account of what has happened in the past. ? is the process of systematically examining past events to give an account of what has happened in the past. ? It is not a mere accumulation of facts and dates or even a description of past events. ? One of the goals of historical research is to communicate an understanding of past events.
- 8. ?Exploratory research is research conducted for a problem that has not been clearly defined. It often occurs before we know enough to make conceptual distinctions or posit an explanatory relationship. Exploratory research helps determine the best research design, data collection method and selection of subjects.
- 9. THANK YOU