Search result for Exploratory data analysis steps Online Courses & Certifications
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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....
Exploratory Data Analysis for Machine Learning
by Mark J Grover , Miguel Maldonado- 4.6
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Approx. 8 hours to complete
You will learn common techniques to retrieve your data, clean it, apply feature engineering, and have it ready for preliminary analysis and hypothesis testing. This course targets aspiring data scientists interested in acquiring hands-on experience with Machine Learning and Artificial Intelligence in a business setting. Retrieving Data, Exploratory Data Analysis, and Feature Engineering Exploratory Data Analysis Lab (Activity)...
Case Studies in Functional Genomics
by Rafael Irizarry , Michael Love , Vincent Carey- 0.0
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5 Weeks
We will also go over quality control of FASTQ files; aligning RNA-seq reads; visualizing alignments and move on to analyzing RNA-seq at the gene-level : counting reads in genes; Exploratory Data Analysis and variance stabilization for counts; count-based differential expression; normalization and batch effects. Data Analysis for Life Sciences: 4x: High-Dimensional Data Analysis...
$149
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...
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
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...
Genomic Data Science Capstone
by Jeff Leek, PhD , Kasper Daniel Hansen, PhD- 4.5
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Approx. 12 hours to complete
You'll work with a real data set to perform analyses and prepare a report of your findings. Getting the data from SRA Exploratory Analysis Statistical Analysis Gene Set Analysis Describe Your Analysis...
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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....
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
Full Stack Data Science Course - Complete 2020 Edition
by The Click Reader- 4.3
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2 hours on-demand video
Become a Full-Stack Data Scientist and learn everything about Data Science and Machine Learning. You will learn how to collect, clean, and store data into a data warehouse as well as perform Exploratory Data Analysis (EDA) on the collected data using statistical and graphical analysis....
$11.99
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