Search result for Exploratory data analysis data science Online Courses & Certifications
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AI Workflow: Data Analysis and Hypothesis Testing
by Mark J Grover , Ray Lopez, Ph.D.- 4.2
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Approx. 11 hours to complete
In this course you will begin your work for a hypothetical streaming media company by doing exploratory data analysis (EDA). This course targets existing data science practitioners that have expertise building machine learning models, who want to deepen their skills on building and deploying AI in large enterprises. Why is Exploratory Data Analysis Necessary?...
R Data Science Capstone Project
by Yan Luo , Jeff Grossman- 0.0
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4 Weeks
You will collect and understand data from multiple sources, conduct data wrangling and preparation with Tidyverse, perform exploratory data analysis with SQL, Tidyverse and ggplot2, model data with linear regression, create charts and plots to visualize the data, and build an interactive dashboard. Do exploratory data analysis using descriptive statistics, data grouping, data analysis and correlation statistics....
$99
Data Visualization in Python Masterclass™: Beginners to Pro
by Laxmi Kant | KGP Talkie- 4.5
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22 hours on-demand video
Exploratory Data Analysis (EDA) of Boston Housing Dataset Exploratory Data Analysis (EDA) of Titanic Dataset Exploratory Data Analysis (EDA) of Latest Covid-19 Dataset Have an amazing portfolio of python data analysis skills! Learn Complete Exploratory Data Analysis on the Latest Covid-19 Dataset Data Science Visualization with Covid-19 Learn Data Analysis by Pandas....
$15.99
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. Task 1 - Getting and cleaning the data Exploratory Data Analysis and Modeling Introduction to Task 2: Exploratory Data Analysis Task 2 - Exploratory Data Analysis Apply your exploratory data analysis skills...
Spatial Data Science and Applications
by Joon Heo- 4.4
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Approx. 12 hours to complete
Based on such business trend, this course is designed to present a firm understanding of spatial data science to the learners, who would have a basic knowledge of data science and data analysis, and eventually to make their expertise differentiated from other nominal data scientists and data analysts. 1 Introduction to Spatial Data Science...
What is Data Science?
by Rav Ahuja , Alex Aklson- 4.7
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Approx. 9 hours to complete
Since then, people working in data science have carved out a unique and distinct field for the work they do. Old problems, new problems, Data Science solutions Data Science Topics and Algorithms Cloud for Data Science Data Science Topics Data Science Skills & Big Data Data Science in Business How Data Science is saving lives...
Statistics with R Capstone
by Merlise A Clyde , Colin Rundel , David Banks , Mine Çetinkaya-Rundel- 4.6
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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....
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Data Science: Visualization
by Rafael Irizarry- 0.0
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8 Weeks
Learn basic data visualization principles and how to apply them using ggplot2. As part of our Professional Certificate Program in Data Science, this course covers the basics of data visualization and exploratory data analysis. We will use three motivating examples and ggplot2, a data visualization package for the statistical programming language R....
$149
Text Mining and Natural Language Processing in R
by Minerva Singh- 4.3
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8.5 hours on-demand video
Hands-on text mining and natural language processing (NLP) training for data science applications in R Additionally you will learn to apply both exploratory data analysis and machine learning techniques to gain actionable insights from text and social media data . TAKE YOUR DATA SCIENCE CAREER TO THE NEXT LEVEL Data Structures and Reading in R, including CSV, Excel, JSON, HTML data....
$15.99
Apache Spark (TM) SQL for Data Analysts
by Kate Sullivan- 4.6
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Approx. 14 hours to complete
Apache Spark is one of the most widely used technologies in big data analytics. You will also learn how to work with Delta Lake, a highly performant, open-source storage layer that brings reliability to data lakes. Common struggles with big data Big Data Needs Exploratory Data Analysis lab introduction Your turn! Exploratory Data Analysis lab 3 Exploratory Data Analysis Quiz...
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