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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
1. Mark Larem M. Ramirez_Resume
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MARK LAREN M. RAMIREZ
Contact Info
Address : 490 Saniboy Street, Brgy. Hulo, Mandaluyong City.
Mobile No. : (+63) 9215386627
Email : marklaren22@yahoo.com
Career Objective
• To develop a career in a company or field that provides opportunities and offers professional growth,
challenge and enhance my skills in training, development and customer service as well.
• To be able to work and acquire a position according to my educational attainment that will rebound to the
benefit of the institution in terms of my knowledge, skills, and attitude to contribute in delivering quality
work.
Summary of Qualification & Special Skills
Good Analytical and research skills
Knowledgeable in MS Office (Intermediate)
Familiar in Circuit Analysis, Design & Troubleshooting
Programming Language such as MATLAB (Beginner) & SQL (Beginner)
Soft wares such as AutoCAD 2015 (Intermediate) & Eagle CAD (Beginner)
Able to handle a project for design, documentation and implementation, prepare Engineering drawings.
Identify, analyze, automate & interpret complex data sets using statistical techniques, provide reports
and analysis.
Personal Particulars
Nationality : Filipino
Age : 24
Marital Status : Single
Height : 168cm
Driving License No. : N02-14-016013 (Restrictions 2)
Educational Background
Tertiary: Bachelor of Science in Electronics & Communications Engineering, Don Bosco
Technical College, 736 Gen. Kalentong, 1550 Mandaluyong City. (2014)
Secondary: Saint Martin Montessori School, 212 Second Street San Martin Subdivision
Angono, Rizal (2009)
2. Mark Larem M. Ramirez_Resume
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Employment History
On the Job Training (OJT)
Philippine Long Distance Telephone Company
Boni Avenue, Dansalan Street Corner Arayat, Mandaluyong City
April 10, 2013 – May 29, 2013
Inspection and troubleshooting of lines in Main Distributing Frame(MDF)
Troubleshooting DSL data lines in inside and outside cabinet.
Line testing and interpret errors in DSL Lines(voice & data)
Business Analyst
Smart Communications, Inc.
Smart Tower, 6799 Ayala Avenue 1226 Makati City.
(August 2015 – up to date)
Analyze and interpret data sets using MS excel techniques (lookup, macro)
Performs fingerprinting and data mining for forensic purposes and data analysis.
Detects and interpret trends or patterns in complex data sets for revenue maximization.
Managing large database and support (SQL) basic code for forensic purposes.
SEMINARS/TRAININGS:
Windows Hyper V and Server/Database Management
Savio Auditorium, DBTC Mandaluyong.
Dec 8, 2012
IECEP-QCSC On-The-Go Student’s Summit
Technological Institute of the Philippines (TIP)
2012
MICROCADD INSTITUTE INC.
Comprehensive AutoCAD 2015 Software (70 Hours Course Duration)
Prepare Computer – Aided Drawings Leading to Technical Drafting NC II
Certificate No. Authorized by AUTODESK: 1786917254
May 11, 2015 – June 26, 201
Character References
Engr. Loy Reyes Engr. Winston Dereje
ECE Department, Safety and Sec. Engineering/Lab ECE Department, Full-time Instructor in
Thesis Adviser, Don Bosco Technical College Don Bosco Technical College.
09228554603 09167392959
I certify that the above information is true and correct to the best of my knowledge
________________________________
Mark Laren M. Ramirez
