Big Data course and data science

CURS-446

Learn the basics that will lead you to be a data science professional. Handles large amounts of information. Extract, classify and process, and give value to structures and data sources.

Description


Learn the basics that will lead you to be a data science professional. Handles large amounts of information. Extract, classify and process, and give value to structures and data sources.

With this course you will be able to:

Processing large amounts of data
    Designing Big Data Processes
    Using Python for Data Science projects
    Modeling your first Machine Learning projects

Course Syllabus

Welcome

Welcome to the course
    What is a Data Scientist?
    Data Science Usage Examples
    How a Google search and Spotify algorithm works
    Challenges of a data scientist
    Why does Data Science emerge now and not before?
    In which fields do Data scientists work?
    What skills and tools do we use?

Data Scientist Workflow

Introduction to Python
    Configuring a NoteBook
    Jupyter Guide
    Continuing with our example
    Workflow of a Data Scientist
    Typical Data Scientist Workflow
    Collect data, clean data sleep with your data
    Data models
    Build a model
    Validate your model and predict the future
    Communicating the results
    Linear Algebra for Data Science
    Probability basics

Automation in Data Science

Make the machines do everything
    Real world objects in the vector space and distance metrics
    Example of vector space and distance metrics

Conclusions

How to be a data Scientist
    Course closure
    Challenge 01
    Challenge 02

Complementary content

What is big data and what is its role in datascience?

Technical data:

    Format:. mp4
    Resolution: 1280x720p
    Size: 1.47 GB
    Content: XX Videos
    Duration: XM Xh
    Level: Initiation
    Additional resources: Included
    Date of publication: 2016

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License Freeware
Language Only Spanish
File Size 1.47 GB
Developer Curso
Grade 
03/31/2018

Excelente

Gran curso

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Big Data course and data science

Big Data course and data science

Learn the basics that will lead you to be a data science professional. Handles large amounts of information. Extract, classify and process, and give value to structures and data sources.

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  • Asked by Felix Olivera Altamirano
    on 07/05/2018
    Este curso funciona para empezar de cero? Answer:
    Si, mas que todo un curso de caracter introductorio en este tema. Debes saber algoritmos de programación y conocimiento aceptable informatica y sistemas.

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