Developing Data Science Projects With Limited Computer Resources Using Google Colaboratory
- Offered byCoursera
Developing Data Science Projects With Limited Computer Resources Using Google Colaboratory at Coursera Overview
Developing Data Science Projects With Limited Computer Resources Using Google Colaboratory
at Coursera
Duration | 2 hours |
Start from | Start Now |
Mode of learning | Online |
Schedule type | Self paced |
Difficulty level | Intermediate |
Official Website | Go to Website  |
Credential | Certificate |
Developing Data Science Projects With Limited Computer Resources Using Google Colaboratory at Coursera Highlights
Developing Data Science Projects With Limited Computer Resources Using Google Colaboratory
at Coursera
- Learn how to design and develop data science projects from data collection to deployment
- Learn how to use Google Colaboratory to develop data science projects from your web browser
- Create a fake and real news detection data science project
Developing Data Science Projects With Limited Computer Resources Using Google Colaboratory at Coursera Course details
Developing Data Science Projects With Limited Computer Resources Using Google Colaboratory
at Coursera
Skills you will learn
More about this course
- This project is for anyone with foundation in programming and machine learning who wants to develop Data science and Machine learning projects but having limited resources on their computer and limited time. You will learn how to use the Google Colaboratory via your web browser to develop a Fake and Real News Detection Data Science Project. You will start by learning how to launch Google Colaboratory from your web browser then create runtime environment for your project, create a python notebook to house the project, understand the project design, learn how to import your training data into Google Colaboratory, develop the project, train and evaluate your model performance and finally, learn how to extract the model as deliverable for use in your application of choice, be it web application or native application.
Developing Data Science Projects With Limited Computer Resources Using Google Colaboratory at Coursera Curriculum
Developing Data Science Projects With Limited Computer Resources Using Google Colaboratory
at Coursera
Setting up Google Colaboratory for Data Science Project
Project design approach, getting the data, importing and using the data in Google Colaboratory
Overview of the basic tools in the menu bar of the Google Colaboratory jupyter notebook
Data Cleaning and Data Visualisation
Data Labeling and Feature Extraction
Model Creation and Training
Model Evaluation
Saving and Downloading/Exporting your model
Model Deployment
Developing Data Science Projects With Limited Computer Resources Using Google Colaboratory at Coursera Admission Process
Developing Data Science Projects With Limited Computer Resources Using Google Colaboratory
at Coursera
Important Dates
May 25, 2024
Course Commencement Date
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Developing Data Science Projects With Limited Computer Resources Using Google Colaboratory
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