Search result for Example of data analysis Online Courses & Certifications
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AI Workflow: Feature Engineering and Bias Detection
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
Approx. 12 hours to complete
If you are an aspiring Data Scientist, this course is NOT for you as you need real world expertise to benefit from the content of these courses. Data Transformation: Through the eyes of our Working Example Class imbalance: Through the Eyes of our Working Example Dimensionality Reduction: Through the Eyes of Our Working Example...
Machine Learning With Big Data
by Mai Nguyen , Ilkay Altintas- 4.6
Approx. 22 hours to complete
Want to make sense of the volumes of data you have collected? Summary of Big Data Integration and Processing PDFs of Activities for Data Exploration Hands-On Readings Association Analysis Association Analysis in Detail Machine Learning With Big Data - Final Remarks Cluster Analysis in Spark PDFs of Cluster Analysis in Spark Hands-On Readings...
The Development of Mobile Health Monitoring Systems
by Evgenii Pustozerov , Yuliya Zhivolupova , Aleksei Anisimov- 0.0
Approx. 21 hours to complete
This join course created by SPSU and ETU includes 5 modules dedicated to different stages of the system development. Working on this task throughout the course, you will acquire a knowledge on how these branches of science, including electronics, mathematics, data science and programming are applied together in a real project. Exploration of Data Sample Analysis of Variance...
Data-driven Decision Making
by Alex Mannella- 4.6
Approx. 9 hours to complete
You'll also be introduced to a framework for conducting Data Analysis and what tools and techniques are commonly used. The 4 aspects of the data and analytics framework Technology and types of data Business impacts of technology advancements and data trends Implications of unstructured data - Case studies Types of data analysis techniques A Business Example of Data Visualization Tools...
Qualitative Data Analysis with MAXQDA Software
by Karen Andes, PhD- 4.6
Approx. 16 hours to complete
This course will introduce you to MAXQDA software for easier data analysis during the qualitative research process. You'll explore how to do memos, variables, segmentation, coding, and data reduction techniques all in this course! Introduction to Qualitative Data Analysis [Handouts] Tools & Processes of Data Analysis Example of Visual Representations of Data...
Spatial Analysis and Satellite Imagery in a GIS
by Don BoyesTop Instructor- 4.9
Approx. 14 hours to complete
First, you will learn how to filter a data set using different types of queries to find just the data you need to answer a particular question. Then, we will discuss simple yet powerful analysis methods that use vector data to find spatial relationships within and between data sets. PDF files of all lecture slides...
Reproducible Research
by Roger D. Peng, PhD , Jeff Leek, PhD , Brian Caffo, PhD- 4.6
Approx. 8 hours to complete
Reproducibility allows for people to focus on the actual content of a data analysis, rather than on superficial details reported in a written summary. Structure of a Data Analysis (part 1) Structure of a Data Analysis (part 2) Week 3: Reproducible Research Checklist & Evidence-based Data Analysis Evidence-based Data Analysis (part 1)...
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Intro to Data Science
by Dave Holtz , Cheng-Han Lee- 0.0
Approx. 2 months
You will have an opportunity to work through a data science project end to end, from analyzing a dataset to visualizing and communicating your data analysis. lesson 3 Data Analysis Statistical rigor. lesson 4 Data Visualization Effective information visualization. An analysis of Napoleon's invasion of Russia! Don (Principal Data Scientist @ AT&T): Communicating Findings....
Free
Using clinical health data for better healthcare
by Tim Shaw- 4.6
Approx. 15 hours to complete
Use health data and basic data analysis to inform and improve decision making and practice. Apply effective methods of communication of health data to facilitate safe and quality care. The potential of health data to drive healthcare transformations: Digital Health CRC Overview of the data life cycle Key steps in the analysis of health data...
Introduction to Clinical Data
by Nigam Shah , Steven Bagley , David Magnus- 4.6
Approx. 12 hours to complete
We will explore the variety of clinical data collected during the delivery of healthcare. Review of key entities and the data they collect Strengths and weaknesses of observational data Secondary Uses of Data Ethical use of data in healthcare decisions How to make use of data that may be inaccurate in systematic ways...