Search result for Big data course syllabus Online Courses & Certifications
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Google Cloud Big Data and Machine Learning Fundamentals
by Google Cloud Training- 4.7
Approx. 12 hours to complete
This course introduces participants to the big data capabilities of Google Cloud. This course showcases the ease, flexibility, and power of big data solutions on Google Cloud. Introduction to the Data and Machine Learning on Google Cloud Course Welcome to Big Data and Machine Learning Fundamentals Evolution of Google Cloud Big Data Tools...
Forensic Accounting and Fraud Examination
by Dr. Richard Riley, Ph.D , Dr. Richard Dull, Ph.D , John Gill, J.D., CFE- 4.7
Approx. 7 hours to complete
In this course we are going to help you answer the questions: who commits fraud, why and how. Syllabus Getting the Most from this Course Big Data, Benford's Law and Financial Analytics Using Data and Technology for Fraud Detection and Investigation Data Analysis Tools Availability of Data and Text Analysis...
Big Data - Capstone Project
by Ilkay Altintas , Amarnath Gupta- 4.4
Approx. 21 hours to complete
Welcome to the Capstone Project for Big Data! In this culminating project, you will build a big data ecosystem using tools and methods form the earlier courses in this specialization. You will analyze a data set simulating big data generated from a large number of users who are playing our imaginary game "Catch the Pink Flamingo"....
Prepare Data for Exploration
by Google Career CertificatesTop Instructor- 4.8
Approx. 22 hours to complete
This is the third course in the Google Data Analytics Certificate. These courses will equip you with the skills needed to apply to introductory-level data analyst jobs. - Discover how to identify different types of bias in data to help ensure data credibility. Course syllabus Feel confident in your data Test your knowledge on how to organize data...
Data Science for Business Innovation
by Marco Brambilla , Emanuele Della Valle- 4.2
Approx. 7 hours to complete
The course is a compendium of the must-have expertise in data science for executive and middle-management to foster data-driven innovation. It consists of introductory lectures spanning big data, machine learning, data valorization and communication. The course covers terminology and concepts, tools and methods, use cases and success stories of data science applications. Big Data and Data Science...
Fundamentals of Scalable Data Science
by Romeo Kienzler- 4.3
Approx. 20 hours to complete
Apache Spark is the de-facto standard for large scale data processing. This is the first course of a series of courses towards the IBM Advanced Data Science Specialization. • Identify useful techniques for working with big data such as dimension reduction and feature selection methods This course takes four weeks, 4-6h per week Data Visualization of Big Data...
Introduction to Data Science in Python
by Christopher Brooks- 4.5
Approx. 31 hours to complete
The course will introduce data manipulation and cleaning techniques using the popular python pandas data science library and introduce the abstraction of the Series and DataFrame as the central data structures for data analysis, along with tutorials on how to use functions such as groupby, merge, and pivot tables effectively. Syllabus...
Foundations: Data, Data, Everywhere
by Google Career CertificatesTop Instructor- 4.8
Approx. 20 hours to complete
This is the first course in the Google Data Analytics Certificate. These courses will equip you with the skills you need to apply to introductory-level data analyst jobs. - Learn about key analytical skills (data cleaning, data analysis, data visualization) and tools (spreadsheets, SQL, R programming, Tableau) that you can add to your professional toolbox. Program description and course syllabus...
Basic Data Processing and Visualization
by Julian McAuley , Ilkay Altintas- 4.3
Approx. 11 hours to complete
This is the first course in the four-course specialization Python Data Products for Predictive Analytics, introducing the basics of reading and manipulating datasets in Python. In this course, you will learn what a data product is and go through several Python libraries to perform data retrieval, processing, and visualization. Syllabus Course Materials...
Getting and Cleaning Data
by Jeff Leek, PhD , Roger D. Peng, PhD , Brian Caffo, PhD- 4.6
Approx. 20 hours to complete
This course will cover the basic ways that data can be obtained. The course will cover obtaining data from the web, from APIs, from databases and from colleagues in various formats. The course will also cover the components of a complete data set including raw data, processing instructions, codebooks, and processed data....