Search result for Data Analysis Online Courses & Certifications
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Analyze Data to Answer Questions
by Google Career CertificatesTop Instructor- 4.6
Approx. 25 hours to complete
In this course, you’ll explore the “analyze” phase of the data analysis process. Organizing data to begin analysis Test your knowledge on understanding data analysis Learning Log: A data analysis checklist Learning Log: Finish your data analysis checklist Discuss the importance of organizing your data before analysis with references to sorts and filters...
Artificial Intelligence for Trading
by Cindy Lin , Arpan Chakraborty , Elizabeth Otto Hamel , Eddy Shyu , Brok Bucholtz , Parnian Barekatain , Juan Delgado , Luis Serrano , Cezanne Camacho , Mat Leonard- 0.0
6 Months
Learn the basics of quantitative analysis, including data processing, trading signal generation, and portfolio management. Learn quantitative analysis basics, and work on real-world projects from trading strategies to portfolio optimization. Specific roles include: Quantitative analyst Quantitative researcher Investment analyst Data intelligence analyst Risk analyst Desk quant Desk strategist Financial engineer Financial data scientist...
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...
Statistics with R Capstone
by Merlise A Clyde , Colin Rundel , David Banks , Mine Çetinkaya-Rundel- 4.6
Approx. 6 hours to complete
A large and complex dataset will be provided to learners and the analysis will require the application of a variety of methods and techniques introduced in the previous courses, including exploratory data analysis through data visualization and numerical summaries, statistical inference, and modeling as well as interpretations of these results in the context of the data and the research question....
Exploratory Data Analysis with MATLAB
by Erin Byrne , Michael Reardon , Maria Gavilan-Alfonso , Brandon Armstrong , Nikola Trica , Cris LaPierre , Adam Filion , Heather Gorr- 4.8
Approx. 19 hours to complete
In this course, you will learn to think like a data scientist and ask questions of your data. Introduction to the Data Science Workflow Practical Data Science with MATLAB Overview of Exploratory Data Analysis with MATLAB Quiz 4: Exploratory Data Analysis Summary of Exploratory Data Analysis with MATLAB Covid-19 Data Analysis Challenge...
Python and Machine-Learning for Asset Management with Alternative Data Sets
by Gideon OZIK , Sean McOwen- 4.4
Approx. 19 hours to complete
Over-utilization of market and accounting data over the last few decades has led to portfolio crowding, mediocre performance and systemic risks, incentivizing financial institutions which are looking for an edge to quickly adopt alternative data as a substitute to traditional data. Lab session: Mapping Data with Folium Perform data analysis of real-world alternative datasets using Python....
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...
Framework for Data Collection and Analysis
by Frauke Kreuter, Ph.D. , Mariel Leonard- 4.2
Approx. 10 hours to complete
This course will provide you with an overview over existing data products and a good understanding of the data collection landscape. With the help of various examples you will learn how to identify which data sources likely matches your research question, how to turn your research question into measurable pieces, and how to think about an analysis plan. Data Analysis...
Foundations of Sports Analytics: Data, Representation, and Models in Sports
by Wenche Wang , Stefan Szymanski- 4.5
Approx. 49 hours to complete
Introduction to Data Sources Accessing Data in Python I Regression Analysis - Intro to Cricket Data Using regression analysis - an example with NBA data Using regression analysis - an example with EPL data Using regression analysis - an example with MLB data Using regression analysis - an example with NHL data...
Predictive Modeling, Model Fitting, and Regression Analysis
by Dursun Delen , Julie Pai- 4.4
Approx. 4 hours to complete
We will review how a model can be fitted, trained and scored to apply to both historical and future data in an effort to address business objectives. Data Dimensionality and Classification Analysis Data Dimensionality and Classification Analysis Regression Analysis Regression Analysis Applications of regression analysis (linear and logistic)...