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Getting Started
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01 - Environment - Virtual Box Configuration and Installation
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02 - Environment - Docker Installation
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03 - Environment Setup - Installation of jenkins
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04 - Environment Setup - GitLab Installation
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05 - Introduction to Flask
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06 - Sentiment Analysis introduction and data set
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07 - Programming Python Flask Web API
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08 - Sentiment Analysis Cleaning of data
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09 - Regex to remove username
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10 - Punctutaion and body length Features
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11 - Vectorizers and Model Selection
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12 - HyperParameter tuning and model selection
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13 - Understanding Templates and WebPages
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14 - Importing webpages and main function
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15 - Running our flask API
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16 - Understating the docker in Nutshell
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17 - Writing Dockerfile
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18 - GitHub Clone and docker build
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19 Push code to GitLab and make Jenkins freestyle project
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20 - Making Jenkinsfile and creating Jenkins pipeline
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21 - Configuring CI-CD Pipeline with GitLab webhook and Jenkins
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22 - Congratulation for your completion
Preview - Machine Learning Model building and Deployment
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