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Duration – 20 hour

- Developing the NLP Model for Sentiment analysis and Machine learning deployment on local server using flask and docker.
- Course completion certificate
- Mode of Study – Self Paced Learning
- 24/7 support
All ML&AI Courses Bundle
$100
Complete Machine Learning Model building and Deployment.
Section 1: Installation and Configuration
- Environment – Virtual BoxConfiguration and Installation
- Environment – Docker Installation
- Environment Setup – Installation ofjenkins.
- Environment Setup – GitLab Installation
- Introduction to Flask
Section 2: Part 1 Natural Language processing Programming
- Sentiment Analysis introduction anddata set.
- Programming Python Flask Web API
- Sentiment Analysis Cleaning of data.
- Regex to remove username
- Punctutaion and body lengthFeatures
- Vectorizers and Model Selection
- HyperParameter tuning and modelselection
Section 3: Part 2 Programming Python Flask NLP Model
- Understanding Templates andWebPages
- Importing webpages and mainfunction
- Running our flask API
Section 4: Part 3 Introduction to docker commands and Dockerfile
- Understating the docker in Nutshell
- Writing Dockerfile
- GitHub Clone and docker build
Section 5: CI -CD Pipeline and jenkins configuration
- Push code to GitLab and makeJenkins freestyle project
- Making Jenkinsfile and creatingJenkins pipeline
- Configuring CI-CD Pipeline withGitLab webhook and Jenkins
Section 6: Course Completion
- Congratulation for your completion
300+ Courses
After your course completion, we provide course completion certificate as well.
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What People Are Saying

Abhilash -
A very good match. i am enjoying every bit.

Sonal-
Experience was quite good and it was very useful and well elaborated course.

Karan-
I FEEL AS IF I AM ATTENDING A WORLD CLASS TRAINING AND THE LECTURER HAS BEEN AWESOME!

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I find that the explanation is good and also understandable.

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Really helpful, recommended to everyone to grow up your future skills for next level especially in this competitive market.

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Standard process and hands on covered nicely.

Emily-
Perfect, with complete hands on. Well structured and nicely covered.

Kevin-
Great Content, nice and up to the mark course.

Mayuresh-
Great courses. Beginner friendly and the explanations are clear and very easy to understand.

Saket-
Instructor showed multiple ways of using a concept and how to solve the problem. Excellent course and lecture by the instructor.

Tushar-
A very detailed explanation and quite handy tips and tricks! loved it

Sourabh-
Excellent lecture, pace of the instructor is very good, easy to understand

Rishi-
Instructor showed multiple ways of using a concept and how to solve the problem. Excellent course and lecture by the instructor.

Mahima-
This Courses is really useful for my career and surely i will recommend other to fulfill their career goals.

Mauricio Roldan -
A pesar de no dominar perfectamente el idioma, se entiende bien.

Emile-
Yes lessons are very good. Not so fast, well explained

Kishore-
Worth course for the beginner to invest their time to learn this demanding skills.
