Search result for Data analysis process steps Online Courses & Certifications
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Managing Data Analysis
by Jeff Leek, PhD , Brian Caffo, PhD , Roger D. Peng, PhD- 4.6
Approx. 9 hours to complete
In addition, we will describe how to direct analytic activities within a team and to drive the data analysis process towards coherent and useful results. This is a focused course designed to rapidly get you up to speed on the process of data analysis and how it can be managed. Integrate statistical findings to form coherent data analysis presentations...
Big Data Science with the BD2K-LINCS Data Coordination and Integration Center
by Avi Ma’ayan, PhD- 4.8
Approx. 9 hours to complete
Finally, we introduce crowdsourcing/citizen-science projects where students can work together in teams to extract expression signatures from public databases and then query such collections of signatures against LINCS data for predicting small molecules as potential therapeutics. LINCS Data and Signature Generation Centers BD2K-LINCS Data Coordination and Integration Center Introduction to LINCS L1000 Data...
Network Analysis in Systems Biology
by Avi Ma’ayan, PhD- 4.5
Approx. 30 hours to complete
The course covers methods to process raw data from genome-wide mRNA expression studies (microarrays and RNA-seq) including data normalization, differential expression, clustering, enrichment analysis and network construction. edu/maayanlab/) from the Icahn School of Medicine at Mount Sinai, but also other freely available data analysis and visualization tools. Deep Sequencing Data Processing and Analysis...
Fundamentals of Data Science with Python
by Packt Publishing- 3.8
2.5 hours on-demand video
Implement powerful data science techniques with Python using NumPy, SciPy, Matplotlib, and scikit-learn Python has grown into a key language that can be used to develop solutions for a variety of data science challenges. Then, you will use Python to mine data from its source and analyze available data via statistical and probability analysis techniques by using NumPy and pandas....
$12.99
Wrangling Data in the Tidyverse
by Carrie Wright, PhD , Shannon Ellis, PhD , Stephanie Hicks, PhD , Roger D. Peng, PhD- 4.8
Approx. 14 hours to complete
Data never arrive in the condition that you need them in order to do effective data analysis. Data need to be re-shaped, re-arranged, and re-formatted, so that they can be visualized or be inputted into a machine learning algorithm. Tidy Data Review Exploratory Data Analysis Exploratory Data Analysis C​onduct basic exploratory data analysis...
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. Key steps in the analysis of health data Carry out a simple (guided) health data analysis task Data analysis task - instructions and worksheet Data analysis task...
Spatial Data Science and Applications
by Joon Heo- 4.4
Approx. 12 hours to complete
Consequently, they are bound to hire more and more spatial data scientists. 1 Introduction to Spatial Data Science (III) - A Data Perspective Understanding Spatial Data Science Spatial Data Analysis Spatial Data Analytics II - Military Infiltration Route Analysis Spatial Big Data Management and Analytics - Taxi Trajectory Analysis for Finding Pick-up Hotspots...
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Clinical Data Models and Data Quality Assessments
by Laura K. Wiley, PhD , Michael G. Kahn, MD, PhD- 4.2
Approx. 17 hours to complete
This course aims to teach the concepts of clinical data models and common data models. A Quick Tour of a Common Data Model: Sentinel A Quick Tour of a Common Data Model: PCORNet Accessing Course Data and Technology Platform Clinical Data Models and Common Data Models Tools: Querying Clinical Data Models...
Big Data, Genes, and Medicine
by Isabelle Bichindaritz- 4.2
Approx. 40 hours to complete
We’ll investigate the different steps required to master Big Data analytics on real datasets, including Next Generation Sequencing data, in a healthcare and biological context, from preparing data for analysis to completing the analysis, interpreting the results, visualizing them, and sharing the results. Transcription Process Working with cBioPortal - Genetic Data Analysis...
Penetration Testing, Incident Response and Forensics
by IBM Security Learning Services- 4.6
Approx. 17 hours to complete
You will learn about the different phases of penetration testing, how to gather data for your penetration test and popular penetration testing tools. Finally, you will learn key steps in the forensic process and important data to collect. Incident Response Detection & Analysis Case Study- Reviewing the IR Process Data Collection & Examination...