Search result for Exploratory data analysis methods Online Courses & Certifications
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Regression Machine Learning with Python
by Diego Fernandez- 3.5
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6 hours on-demand video
Compute similarity methods such as k nearest neighbors and select optimal number of nearest neighbors parameter through time series cross-validation. Estimate frequency methods such as decision tree and select optimal maximum tree depth parameter through time series cross-validation. Calculate ensemble methods such as random forest or gradient boosting machine and select optimal maximum trees depth parameter through time series cross-validation....
$12.99
PCA & multivariate signal processing, applied to neural data
by Mike X Cohen- 4.7
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10 hours on-demand video
Learn and apply cutting-edge data analysis techniques for the age of "big data" in neuroscience (theory and MATLAB code) The purpose of this course is to teach you some matrix-based data analysis methods in neural time series data, with a focus on multivariate dimensionality reduction and source-separation methods....
$11.99
Data Science for Smart Cities
by Satish Ukkusuri , Eunhan Ka- 0.0
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16 Weeks
Learn various scientific techniques that will allow the analysis, inference and prediction of large-scale data (e. Basics of the data science methods to analyze these datasets will be presented. The course will focus both on the methods and their application to smart-city problems. Classify the different types of data generated by smart cities....
$2250
Statistical Data Analysis with Java
by Packt Publishing- 4
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4.5 hours on-demand video
Are you willing to know how to model and visualize your data efficiently with Java in a jiffy in order to get familiar with the various types of data analysis so you can make sense of your data with Java? Finally, you will see how to implement statistical data analysis techniques using Java APIs....
$11.99
Data Analysis Using Python
by Brandon Krakowsky- 4.5
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Approx. 17 hours to complete
This course provides an introduction to basic data science techniques using Python. Students are introduced to core concepts like Data Frames and joining data, and learn how to use data analysis libraries like pandas, numpy, and matplotlib. Understand and apply core concepts like Data Frames and joining data, and use data analysis libraries like pandas, numpy, and matplotlib...
Methods and Statistics in Social Science - Final Research Project
by Annemarie Zand Scholten- 4.3
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Approx. 13 hours to complete
Milestone 4 - Data collection, methods documentation and analysis plan Milestone 4 - Data collection, methods documentation and analysis plan Instruction - How to document methods and create an analysis plan Collective data and example statistical plan Milestone 5 - Statistical analysis Milestone 5 - Statistical analysis Instruction - How to create the final statistical analysis syntax...
Market Research and Consumer Behavior
by Shameek Sinha- 4.4
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Approx. 6 hours to complete
Learn how to design a research plan, analyze the data gathered and accurately interpret and communicate survey reports, translating the results into practical recommendations. Marketing Research Data Collection & Analysis Primary Data in Market Research Secondary Data & Scales of Measurement Categorical Data, Metric Data & Hypothesis Testing...
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Natural Language Processing with Python and NLTK
by Dr. Ali Feizollah- 3.8
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3 hours on-demand video
Learn how to pre-process your text data and build topic modeling, text summarization and sentiment analysis applications In the second section, you will learn the core functions of NLTK and its methods and techniques. In the last section, we will build 3 NLP applications using the methods we learnt in the previous section....
$12.99
Cybersecurity Risk Management
by Tong Sun- 0.0
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8 Weeks
Third, we will extend the quantitative framework with data mining and machine learning approaches that are applicable for data-driven risk analytics. You will explore the intersection of information security, big data and artificial intelligence. Qualitative and quantitative risk assessment methods...
$249
Build a Data Analysis Library from Scratch in Python
by Ted Petrou- 4.7
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7.5 hours on-demand video
Build a Data a Data Analysis Library from Scratch in Python targets those that have a desire to immerse themselves in a single, long, and comprehensive project that covers several advanced Python concepts. By the end of the project you will have built a fully-functioning Python library that is able to complete many common data analysis tasks....
$12.99
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