Search result for Data collection and cleaning Online Courses & Certifications
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Excel Basics for Data Analysis
by Sandip Saha Joy , Steve Ryan- 4.7
Approx. 12 hours to complete
With each lab, you will gain hands-on experience in manipulating data and begin to understand the important role of spreadsheets. By the end of this course you will have worked with several data sets and spreadsheets and demonstrated the basics of cleaning and analyzing data all without having to learn any code....
Data Management for Clinical Research
by Stephany Duda, PhD , Paul Harris, PhD- 4.7
Approx. 17 hours to complete
This course presents critical concepts and practical methods to support planning, collection, storage, and dissemination of data in clinical research. Understanding and implementing solid data management principles is critical for any scientific domain. Research Data Collection Strategy Approaches to Data Collection Data Standards: Basic Concepts and Overview Baseline Data and Demographics...
Data-Driven Process Improvement
by Peter Baumgartner , Akshay Sivadas- 4.4
Approx. 9 hours to complete
Learners are prepared to focus efforts around business needs, evaluate what the organization should measure, discern between different types of IoT data and collect key performance indicators (KPIs) using IoT technology. Data Collection Data Collection Opportunities Prioritize Data Gaps and Create Future State Map Devise a data collection strategy and validate data integrity...
Customer Analytics
by Eric Bradlow , Peter Fader , Raghu Iyengar , Ron Berman- 4.6
Approx. 12 hours to complete
Data about our browsing and buying patterns are everywhere. Describe the major methods of customer data collection used by companies and understand how this data can inform business decisions Communicate key ideas about customer analytics and how the field informs business decisions Descriptive Data Collection: Net Promoter Score and Self-Reports Passive Data Collection Causal Data Collection and Summary...
Basic Data Processing and Visualization
by Julian McAuley , Ilkay Altintas- 4.3
Approx. 11 hours to complete
This is the first course in the four-course specialization Python Data Products for Predictive Analytics, introducing the basics of reading and manipulating datasets in Python. In this course, you will learn what a data product is and go through several Python libraries to perform data retrieval, processing, and visualization. Data Filtering and Cleaning Review: Data Filtering and Cleaning...
Introduction to Data Analytics
by Rav Ahuja- 4.8
Approx. 11 hours to complete
This course presents a gentle introduction into the concepts of data analysis, the role of a Data Analyst, and the tools that are used to perform daily functions. You will gain an understanding of the data ecosystem and the fundamentals of data analysis, such as data gathering or data mining. Viewpoints: Qualities and Skills to be a Data Analyst...
Data Science Capstone
by Jeff Leek, PhD , Roger D. Peng, PhD , Brian Caffo, PhD- 4.5
Approx. 6 hours to complete
The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Overview, Understanding the Problem, and Getting the Data Introduction to Task 1: Getting and Cleaning the Data Task 1 - Getting and cleaning the data Exploratory Data Analysis and Modeling...
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Applied Data Science Capstone
by Joseph Santarcangelo , Alex Aklson- 4.7
Approx. 10 hours to complete
You will learn about location data and different location data providers, such as Foursquare. You will also learn how to be creative in situations where data are not readily available by scraping web data and parsing HTML code. Data Collection Overview Check Points: Data Collection API Graded Quiz: Data Collection API with Webscraping...
Python for Data Science, AI & Development
by Joseph Santarcangelo- 4.6
Approx. 17 hours to complete
This course will take you from zero to programming in Python in a matter of hours—no prior programming experience necessary! You will learn Python fundamentals, including data structures and data analysis, complete hands-on exercises throughout the course modules, and create a final project to demonstrate your new skills. APIs, and Data Collection...
AI in Healthcare Capstone
by Matthew LungrenTop Instructor , Nigam Shah , Serena YeungTop Instructor , Tina Hernandez-Boussard , Laurence Baker- 4.6
Approx. 11 hours to complete
The data set spans EHR as well as image data and using this dataset, we will build models that enable risk-stratification decisions for our patient. Getting Started, Phase 1: Data Collection Phase 1: Data Collection Phase 5: Model Deployment and Regulation, Wrap Up Phase 5: Model Deployment and Regulation...