Search result for Exploratory data analysis methods Online Courses & Certifications
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Data Visualization with Tableau Project
by Suk S. Brar, M.B.A. , Hunter Whitney- 4.6
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Approx. 12 hours to complete
In this project-based course, you will follow your own interests to create a portfolio worthy single-frame viz or multi-frame data story that will be shared on Tableau Public. Examples of Multi-Frame Data Stories Milestone 3: Exploratory Analysis Milestone 3: Exploratory Analysis and Dashboard Submission Assess the quality of the data and perform exploratory analysis...
Supervised Learning: Classification
by Mark J Grover , Miguel Maldonado- 4.9
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Approx. 11 hours to complete
-Describe and use other ensemble methods for classification To make the most out of this course, you should have familiarity with programming on a Python development environment, as well as fundamental understanding of Data Cleaning, Exploratory Data Analysis, Calculus, Linear Algebra, Probability, and Statistics. Optional: Download data assets Modeling Approaches: Nearing Neighbor Methods...
Supervised Machine Learning: Classification
by Mark J Grover , Miguel Maldonado- 4.9
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Approx. 11 hours to complete
-Describe and use other ensemble methods for classification To make the most out of this course, you should have familiarity with programming on a Python development environment, as well as fundamental understanding of Data Cleaning, Exploratory Data Analysis, Calculus, Linear Algebra, Probability, and Statistics. Optional: Download data assets Modeling Approaches: Nearing Neighbor Methods...
Data Visualization in Python Masterclass™: Beginners to Pro
by Laxmi Kant | KGP Talkie- 4.5
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22 hours on-demand video
Are you ready to start your path to becoming a Data Scientist! 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 Learn Data Analysis by Pandas....
$15.99
Big Data, Genes, and Medicine
by Isabelle Bichindaritz- 4.2
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Approx. 40 hours to complete
We’ll investigate the different steps required to master Big Data analytics on real datasets, including Next Generation Sequencing data, in a healthcare and biological context, from preparing data for analysis to completing the analysis, interpreting the results, visualizing them, and sharing the results. Working with cBioPortal - Genetic Data Analysis Clustering and Pathway Analysis...
IBM Data Analyst Capstone Project
by Ramesh Sannareddy , Rav Ahuja- 4.6
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Approx. 13 hours to complete
You will undertake the tasks of collecting data from multiple sources, performing exploratory data analysis, data wrangling and preparation, statistical analysis and mining the data, creating charts and plots to visualize data, and building an interactive dashboard. Hands-on Lab 2: Collecting Data Using APIs Hands-on Lab 4: Collecting Data Using Web Scraping Exploratory Data Analysis...
Investment Analysis with Natural Language Processing (NLP)
by Fervent #LearnWithDistinction- 4.7
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8.5 hours on-demand video
Rigorously Leverage Python & Data Science Techniques for Sentiment Analysis, Applied to Financial / Investment Analysis Hypothesis Design & Exploratory Data Analysis See what it takes to really know your data with exploratory data analysis techniques designed to hold you in good stead when you get around to conducting sentiment based financial analysis / investment analysis....
$12.99
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Probability Theory, Statistics and Exploratory Data Analysis
by Ilya V. Schurov- 4.7
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Approx. 22 hours to complete
Exploration of Data Science requires certain background in probability and statistics. This course introduces you to the necessary sections of probability theory and statistics, guiding you from the very basics all way up to the level required for jump starting your ascent in Data Science. This Course is part of HSE University Master of Data Science degree program....
Analyzing Data with R
by Gabriela de Queiroz , Tiffany Zhu , Yiwen Li- 0.0
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6 Weeks
R is the key that opens the door between the problems you want to solve with data and the answers you need. Prepare data for analysis by handling missing values, formatting and normalizing data, binning, and turning categorical values into numeric values. Conduct exploratory data analysis using descriptive statistics, data grouping, analysis of variance (ANOVA), and correlation statistics....
$99
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
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