Search result for Data modeling Online Courses & Certifications
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Data Science Methodology
by Alex Aklson , Polong Lin- 4.6
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Approx. 8 hours to complete
This course has one purpose, and that is to share a methodology that can be used within data science, to ensure that the data used in problem solving is relevant and properly manipulated to address the question at hand. Data Requirements Data Collection From Understanding to Preparation and From Modeling to Evaluation...
Precalculus: Mathematical Modeling
by Joseph W. Cutrone, PhDTop Instructor- 4.5
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Approx. 10 hours to complete
This is done through studying functions, their properties, and applications to data analysis. Sample Problems: Linear Modeling Linear Modeling Module 2: Exponential Modeling Examples of Exponential Modeling Modeling with Data: Population Growth Sample Problems: Exponential Modeling Exponential Modeling Modeling with Other Functions Modeling with Power Functions Modeling with Cyclic Data Sample Problems: Modeling with Other Functions...
Big Data Modeling and Management Systems
by Ilkay Altintas , Amarnath Gupta- 4.4
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Approx. 13 hours to complete
Once you’ve identified a big data issue to analyze, how do you collect, store and organize your data using Big Data solutions? In this course, you will experience various data genres and management tools appropriate for each. Introduction to Big Data Modeling and Management Welcome to Big Data Modeling and Management Big Data Modeling Big Data Modeling (Part 2)...
Unsupervised Learning with Python: Step-by-Step Tutorial!
by Packt Publishing- 2.8
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7.5 hours on-demand video
Unlike supervised machine learning, unsupervised machine learning methods cannot be applied to a regression or a classification problem as you have no idea what the values for the output data might be, making it impossible for you to train the algorithm the way you normally would. The Apriori Algorithm – Preparing the Data...
$12.99
Python Scripting: Dates, Classes and Collections
by Aspen Olmsted- 4.8
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Approx. 15 hours to complete
In this course, you will be introduced to the four main concepts in programming: Advanced String Operations and Dates, Modeling Classes, Development of Classes and Collections. Formatting Data Reading Practice Formatting Data Quiz Modeling Classes Modeling Has-A Class Relationships Modeling Is-A Class Relationships Modeling Has-A Class Relationships Reading Modeling Is-A Relationship Reading...
Predictive Modeling, Model Fitting, and Regression Analysis
by Dursun Delen , Julie Pai- 4.4
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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. Predictive Modeling Unsupervised Modeling Predictive Modeling Data Dimensionality and Classification Analysis Data Dimensionality and Classification Analysis The application of predictive modeling to professional and academic work...
Classification Models
by Ben Burkholder- 0.0
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Approx. 2 weeks
Predictive analytics has proved to be a powerful tool to help businesses analyze data and predict future outcomes and trends. You'll learn this through improving your fluency in Alteryx, a data analytics tool that enables you prepare, blend, lesson 3 Non-Binary Classification Models Learn how to use models to predict categorical data with three or more possible outcomes....
Free
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Data Science Capstone
by Jeff Leek, PhD , Roger D. Peng, PhD , Brian Caffo, PhD- 4.5
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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 Task 1 - Getting and cleaning the data Exploratory Data Analysis and Modeling Introduction to Task 2: Exploratory Data Analysis Introduction to Task 3: Modeling...
Mastering Data Modeling Fundamentals
by Alan Simon- 4.4
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3 hours on-demand video
In this course, I take you from the fundamentals and concepts of data modeling all the way through a number of best practices and techniques that you’ll need to build data models in your organization. Foundational data modeling concepts and fundamentals The symbiotic relationship between data modeling and database design (Hint: the two are not exactly the same!)...
$17.99
Big Data Analytics in Healthcare
by Jimeng Sun , David Joyner- 0.0
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Approx. 0
In this course, we introduce the characteristics of medical data and associated data mining challenges on dealing with such data. We cover various algorithms and systems for big data analytics. lesson 1 Big Data Predictive Modeling Dimensionality Reduction & Tensor Factorization Graph Analysis lesson 2 Healthcare Computational Phenotyping Patient Similarity Metrics Medical Ontology lesson 3 Technologies MapReduce Spark Hadoop...
Free
