Details
So why is data collection important? It is through data collection that a business or management has the quality information they need to make informed decisions from further analysis, study, and research. Without data collection, companies would stumble around in the dark using outdated methods to make their decisions. Data collection instead allows them to stay on top of trends, provide answers to problems, and analyze new insights to great effect.
Having the basic knowledge of Data Literacy would be beneficial. Suitable for everyone!
Outline
- Research Designs and Data Sources
- Measurements and Analysis Plan
- Quality of Data
- Survey Life Cycle
- Classic Modes of Survey Data Collection
- Interviewers and Interviewing
- Emerging Modes, new Data Sources
- Observation Techniques
- Interviews Designs
- Focus Room Discussions
- Transcription
- Sampling as a Research Tool
- Randomization
- General Steps in Weighting
- Imputing for Missing Items
- Data Mining Implementation Process
- Data Preparation and Transformation
- Data Modelling and Evaluation
- Data Mining Process
- Data Mining Techniques
- Applications of Data Mining
- Introduction to Data Mining Tools
- Business Intelligence Tools
- Gartner Analysis Report
- Comparison among BI Tools
Established in 2017, Xaltius is a technology and data-driven company with the expertise to provide innovative solutions and training to customers around the globe. Headquartered in Singapore, Xaltius provides consulting, product development and training services in the areas of Data Engineering, Data Science, Big Data and Computer Vision.
Xaltius works with customers and partners from across the geographies. We have offices in countries outside of Singapore such as Indonesia, India, Middle East and the Philippines.
Below are among the courses that we offer:
1. Basics of Python and R Programming
2. Data Analytics with Excel, Python, Tableau, PowerBI
3. Machine and Deep Learning with Python
4. Big Data using Spark
5. Computer Vision using the latest technologies
6. Data Storytelling
7. Cloud Computing and others
A leading e-learning training provider with over 100,000 learners in more than 20 countries, Xaltius has over 30 data experts and 100+ trainers who create and deliver course curriculum, course materials, and in-house assessments. Our courses are delivered by subject matter experts from top MNCs, and our world-class pedagogy allows learners to quickly learn difficult topics. ...
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