About this Project:Welcome to the world of NLP! In this project driven Course we will learn and apply all the concepts related to Machine Learning, Natural Language Processing, sentiment analysis which a typical Data Scientist / ML practitioner would need in day to day life.
What will I learn:
- Leverage the power of NLP and Machine Learning techniques together to generate insights from raw text. A perfect way to get started on the NLP and ML journey with hands-on specific classes!
- Master skills in text data processing and cleanup.
- Exploratory Data Analysis on text data, beautiful word clouds for a pictorial analysis.
- We’ll do sentiment analysis to predict sentiment of a text using standard tools (Vader), as well as our own predictive models using multiple ML techniques (Naive Bayes, Multinomial Naive Bayes, Random Forests).
- We will also help you crack that interview with a special live training on interview preparation, where you will be taught how to present and defend the project in an interview.
Project details:This project will give you an actual sense of how you can leverage the power of NLP and Machine Learning techniques together to generate insights from raw data like user written comments and queries. A perfect way to get started on the NLP and ML journey with hands-on specific classes. It will help you master skills in text data processing and cleanup, Exploratory Data Analysis on text data, beautiful word clouds for a pictorial analysis. We’ll do sentiment analysis to predict sentiment of a text using standard tools (Vader), as well as our own predictive models using multiple ML techniques (Naive Bayes, Multinomial Naive Bayes). These skills are the foundations of your journey into NLP as a Data Scientist. We will also help you crack that interview with a special live training on interview preparation, where you will be taught how to present and defend the project in an interview.
Why this Project
- NLP is the next big thing! Tons of unstructured are data waiting to be analyzed, and tremendous insights waiting to be discovered.
- NLP skills are the most sought after skills in the market!
- The project provides experience of end to end model building
Prerequisites for the course:
- None! We'll teach you all you'll need!
After purchase, what will I get?:
- A Project Problem statement, approach to solve, and dataset will be unlocked in your LMS.
- Additional/Useful resources, which will help you do the project.
- The below Online Sessions -
- Online Session-1 (2 hr): Refresher (Python, basic ML)
- Online Session-2 (2 hr): Machine learning for NLP (sentiment analysis)
- Online Session-3 (2 hr): Project solution discussion
- Online Session-4 (2 hr): Q&A and interview preparation
- Once you upload your valid solution in the LMS, you will receive the Project certificate
- Resume Preparation
- Interview Preparation
- Q/A sessions
- Chat with your Instructor/ SME for a particular duration
- Participate in a discussion Forum
- Career Counselling
You will never miss a lecture at Projectivity! But in case you did, you can choose either of the two options:
- View the recorded session of the class available in your LMS.
- You can attend the missed session, in any other live batch.
We will help you :
- We will have detailed session on Interview Question and Answers specific to the project and concepts taught during the course.
- Apart from that you can create your resume FREE from your portfolio which you can make in simple click.
- You will see relevant job in your portfolio as soon as you showcase your project specific skill (You need to add skill in your profile).
In most of the cases you can see your trainer in the course page. But if not, all the instructors at Projectivity are Industry subject matter expert with rich industry experience.
Instructor and support team will be part of the project group where you can chat with them 1-to-1 or in forums. In case of any issue, please send mail to firstname.lastname@example.org