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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
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- Environment – Virtual BoxConfiguration and Installation
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- Environment – Docker Installation
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- Environment Setup – Installation ofjenkins.
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- Environment Setup – GitLab Installation
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- Introduction to Flask
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Section 2: Part 1 Natural Language processing Programming
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- Sentiment Analysis introduction anddata set.
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- Programming Python Flask Web API
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- Sentiment Analysis Cleaning of data.
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- Regex to remove username
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- Punctutaion and body lengthFeatures
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- Vectorizers and Model Selection
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- HyperParameter tuning and modelselection
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Section 3: Part 2 Programming Python Flask NLP Model
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- Understanding Templates andWebPages
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- Importing webpages and mainfunction
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- Running our flask API
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Section 4: Part 3 Introduction to docker commands and Dockerfile
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- Understating the docker in Nutshell
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- Writing Dockerfile
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- GitHub Clone and docker build
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Section 5: CI -CD Pipeline and jenkins configuration
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- Push code to GitLab and makeJenkins freestyle project
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- Making Jenkinsfile and creatingJenkins pipeline
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- Configuring CI-CD Pipeline withGitLab webhook and Jenkins
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Section 6: Course Completion
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- 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!

Gilbert-
I find that the explanation is good and also understandable.

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

Mayur-
I really like this course, it was a good match for me :))

Mahesh-
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.
