Search result for Python for data analysis Online Courses & Certifications
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Data Analysis and Representation, Selection and Iteration
by Dr. Tim "Dr. T" Chamillard- 4.7
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Approx. 11 hours to complete
Throughout this course you'll learn about data analysis and data representation, which are computational thinking techniques that help us understand what sets of data have to tell us. Module 1: Learn about some common statistics we can calculate as we analyze sets of data DATA ANALYSIS Data Analysis Topic Understanding Check Data Analysis Practice Quiz Data Analysis Graded Quiz...
SQL
by Malavica Sridhar , Ziad Saab , Derek Steer- 0.0
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2 months
Master SQL, the core language for Big Data analysis, and enable insight-driven decision-making and strategy for your business. Perform analysis on data stored in relational and non-relational database systems to power strategic decision-making. Master SQL, the core language for Big Data analysis and enable insight-driven decision-making and strategy for your business....
$279
Meaningful Predictive Modeling
by Julian McAuley , Ilkay Altintas- 4.4
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Approx. 9 hours to complete
So far we have developed techniques for regression and classification, but how low should the error of a classifier be (for example) before we decide that the classifier is "good enough"? Week 1: Diagnostics for Data Diagnostics for Data Setting Up a Codebase for Evaluation and Validation Evaluating Classifiers for Ranking...
Python Project for Data Engineering
by Ramesh Sannareddy , Joseph Santarcangelo- 4.6
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Approx. 5 hours to complete
Please ensure that before taking this course you have either completed the Python for Data Science, AI and Development course from IBM or have equivalent proficiency in working with Python and data. Python Project for Data Engineering Demonstrate your Skills in Python - the language of choice for Data Engineering Implement Webscraping, and use APIs to extract data in Python...
Python Data Visualization
by Scott Rixner , Joe Warren- 4.7
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Approx. 9 hours to complete
This if the final course in the specialization which builds upon the knowledge learned in Python Programming Essentials, Python Data Representations, and Python Data Analysis. We will learn how to install external packages for use within Python, acquire data from sources on the Web, and then we will clean, process, analyze, and visualize that data....
Inferential Statistical Analysis with Python
by Brenda Gunderson , Brady T. West , Kerby Shedden- 4.6
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Approx. 19 hours to complete
In this course, we will explore basic principles behind using data for estimation and for assessing theories. We will analyze both categorical data and quantitative data, starting with one population techniques and expanding to handle comparisons of two populations. Inferential Statistical Analysis with Python Guidelines Estimating a Mean Difference for Paired Data Napping and Non-Napping Toddlers Article for Python Assessment...
Creating an Analytical Dataset
by Maureen Wolfson- 0.0
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Approx. 2 weeks
In this course, you’ll learn how to prepare data to ensure the efficacy of your analysis, a foundational skill for anyone using advanced analytics. Learn how to prepare data to ensure the efficacy of your analysis while improving fluency in Alteryx. lesson 3 Data Formatting Learn about the importance of data format for analysis....
Free
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Geospatial Analysis Project
by Nick Santos- 4.8
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Approx. 62 hours to complete
In this project-based course, you will design and execute a complete GIS-based analysis – from identifying a concept, question or issue you wish to develop, all the way to final data products and maps that you can add to your portfolio. Data Sources For Your Project Extra Practice: Data Analysis Milestone 3: Data Analysis...
Intro to Relational Databases
by Karl Krueger- 0.0
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Approx. 4 weeks
Database systems such as PostgreSQL and MySQL have been part of the web developer's toolkit for many years, and remain some of the most powerful tools available for storing and manipulating structured data. Learn about the operators and syntax available to get the database to scan and join tables for you....
Free
Reproducible Research
by Roger D. Peng, PhD , Jeff Leek, PhD , Brian Caffo, PhD- 4.6
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Approx. 8 hours to complete
The need for reproducibility is increasing dramatically as data analyses become more complex, involving larger datasets and more sophisticated computations. Structure of a Data Analysis (part 1) Structure of a Data Analysis (part 2) Course Book: Report Writing for Data Science in R Week 3: Reproducible Research Checklist & Evidence-based Data Analysis...
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