Search result for Data exploration Online Courses & Certifications
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Data Mining with Rattle
by Geoffrey Hubona, Ph.D.- 3.8
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15 hours on-demand video
These include: data exploration and visualization; testing data for random variable family characteristics and distributional assumptions; transforming data by scale or by data type; performing cluster analyses; creating, analyzing and interpreting association rules; and creating and evaluating predictive models that may utilize: regression; generalized linear modeling (GLMs); decision trees; recursive partitioning; random forests; boosting; and/or support vector machine (SVM) paradigms....
$11.99
Data Mining with R: Go from Beginner to Advanced!
by Geoffrey Hubona, Ph.D.- 4.2
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12 hours on-demand video
Learn to use R software for data analysis, visualization, and to perform dozens of popular data mining techniques. This is a "hands-on" business analytics, or data analytics course teaching how to use the popular, no-cost R software to perform dozens of data mining tasks using real data and data mining cases....
$12.99
Data Science and Machine Learning Capstone Project
by Sourav Mazumder , Linda Liu , Alex Aklson- 0.0
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6 Weeks
Create a project that you can use to showcase your Data Science skills to prospective employers. Apply various data science and machine learning techniques to analyze and visualize a data set involving a real life business scenario and build a predictive model. Apply your knowledge of data science and machine learning to a real life scenario...
$149
Data Warehousing and Business Intelligence for Managers
by Samori Augusto- 0.0
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3 hours on-demand video
Manage Data Warehousing and Business Intelligence Developers and Projects Data Warehousing and Business Intelligence for Managers prepares you for the many data warehousing projects that are underway or scheduled to begin in large or small organizations. Recent additions to this course include a greater exploration of Big Data, Data Lakes, and a little about cloud Big Data architecture....
$12.99
PostgreSQL: Advanced SQL Queries and Data Analysis
by Bluelime Learning Solutions- 3.7
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7 hours on-demand video
Learn Practical Hands-on Advanced PostgreSQL Queries and Data Analysis There is an increasing need for data scientists and analysts to understand relational data stores. Organizations have long used SQL databases to store transactional data as well as business intelligence related data....
$12.99
Ethical Social Media
by Dr Jonathon Hutchinson- 4.5
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Approx. 11 hours to complete
This course will guide you into a deeper exploration of online identity, social media communities and their users. Social Media Data Analytics What are data analytics? How do we generate meaning from social media data analytics? How do we incorporate data analytics into user engagement strategies? Optional activity: Interpreting social media data...
Machine Learning for Absolute Beginners - Level 2
by Idan Gabrieli- 4.3
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4 hours on-demand video
Learn the Python Fundamentals and Pandas Library for Data Science Projects You will learn the Python fundamentals and the amazing Pandas data science library, including: Python syntax for developing data science projects Perform data analysis and exploration Perform data cleaning and transformation as a pre-processing step before moving into machine learning algorithms....
$12.99
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Foundations for Big Data Analysis with SQL
by Glynn Durham- 4.8
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Approx. 12 hours to complete
Then you'll learn the characteristics of big data and SQL tools for working on big data platforms. You'll also install an exercise environment (virtual machine) to be used through the specialization courses, and you'll have an opportunity to do some initial exploration of databases and tables in that environment. Data and Databases...
Analyze Datasets and Train ML Models using AutoML
by Antje Barth , Shelbee Eigenbrode , Sireesha Muppala , Chris Fregly- 4.6
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Approx. 14 hours to complete
In the first course of the Practical Data Science Specialization, you will learn foundational concepts for exploratory data analysis (EDA), automated machine learning (AutoML), and text classification algorithms. Practical Data Science Use case and data set Data ingestion and exploration Data visualization Week 2: Data Bias and Feature Importance...
AI in Healthcare Capstone
by Matthew LungrenTop Instructor , Nigam Shah , Serena YeungTop Instructor , Tina Hernandez-Boussard , Laurence Baker- 4.6
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Approx. 11 hours to complete
We will follow the patient's journey from the lens of the data that are created at each encounter, which will bring us to a unique de-identified dataset created specially for this specialization. This course will be a hands-on experience in the day of a medical data miner. Phase 1: Data Collection...
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