Mastering NLP for
the Industry

Online NLP Course under the
Certified AI & ML BlackBelt Plus Program

  • Learn NLP from basic to advanced
  • Build real-world NLP Projects
  • Mentorship for NLP Interviews
  • Online NLP Training that prepares you for the industry.
  • Get NLP Certification from Analytics Vidhya
For Enquiries:

+91 8368808185

Why learn NLP?

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  • Natural Language Processing (NLP) is basically how you can teach machines to understand human languages and extract meaning from text.
  • Natural Language Processing is expected to be worth 30 Billion USD by 2024 with the past few years seeing immense improvements in terms of how well it is solving industry problems at scale.
  • Natural Language Processing (NLP) today powers many key real-life industry applications, such as Language Translation, Chatbots, Sentiment Analysis, Text Summarization, Speech Recognition, Autocorrect, Search Engines, and many more!

How Can You Excel in Natural Language Processing?

You don’t need a PhD to master the art of NLP. Although you must be aware of the important topics mentioned here -

  • Text Processing
  • Computational Linguistics and Word Embeddings
  • Information Extraction and Information Retrieval
  • Fundamentals of Deep Learning
  • Language Modeling
  • Sequence-to-Sequence Modeling
  • Transformers
  • Transfer Learning in NLP
  • Chatbot and Audio Processing
  • Master Tools like NLTK, SpaCy, RASA, Regex, PyTorch, and many more!
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Certified AI & ML
BlackBelt Plus
Program

Power ahead in your AI & ML Career
  • 1:1 Mentorships with Industry Practitioners
  • Comprehensive & Personalised Learning Path
  • Dedicated Interview Preparation & Support

How BlackBelt Plus prepares you for an NLP Career?

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1:1 Mentorship with Industry Practitioners

  • 75+ Mentorships
  • Get clarity on each and every NLP concept
  • Get personalised recommendations for career in NLP
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Comprehensive & Personalised NLP Learning Path

  • Cutting Edge NLP Curriculum
  • Work on Real Life NLP Projects
  • Personalised for your goals
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Prepares you for NLP Jobs

  • Learn industry Relevant NLP Skills
  • Build your Profile
  • Resume and Interview Preparation

What will you learn in the NLP course?

The NLP training under the AI and ML Blackbelt Plus program will provide you with the knowledge of tools and techniques to master Natural Language Processing skills for the industry. Here’s what you will learn in the program

  • Text Preprocessing
  • Tools like Spacy, Rasa, Regex
  • Language Modeling
  • Feature Engineering with Text data
  • Text Classification
  • Sequence to Sequence Modeling
  • Build deep learning models using PyTorch
  • Build and Deploy your own Chatbot
  • Build Voice Assistant System using Deep Learning

Succeed with 1:1 Personalised Mentorship

Succeed with Personalised Roadmap

Get a personalised roadmap to succeed in your NLP career

1:1 Mentorship with Industry Practitioners
  • 75+ Mentorship calls
  • Rating - 4.92 / 5.00
  • Doubts and Queries - Technical
  • Industry Experienced Mentors
Assistance in Job Preparation

Mentors to guide you how to get your dream job

  • Resume & Interview Preparation
  • Profile Building - Linkedin , Github , Analytics Vidhya Community
  • 2 Mock Interviews

What does it mean to be BlackBelt Plus Certified?

BlackBelt Plus Certified Data Scientists can create cutting edge solutions and become pioneers in the space of Artificial Intelligence, pioneers who will develop AI Applications that will revolutionize life as we know it.

  • Mastery in 15+ Tools
  • Expertise in Data Science, Machine Learning & Deep Learning Subjects
  • Ability to solve real world industry problems

Curriculum

14+ Modules starting from basics like Excel to the most cutting edge techniques of Machine Learning, Deep Learning and NLP required by every data scientist

Data Science Tool Kit
2 Project 3 Assignment

Master Microsoft Excel

Explore Important Formulas and Functions

Create Charts and Visualizations using MS Excel

Get Familiar with MySQL

Creating and updating reports in SQL

Performing Data Analysis using SQL

Explore Python for Data Science

Important libraries and functions in Python

Reading file and manipulating data in python

Working with data frames, lists, and dictionary

Data Exploration and Statistical Inference
3 Project 4 Assignment

Use Matplotlib and Seaborn for data visualization

Creating charts to visualize data and generate insights

Univariate and Bivariate analysis using python

Perform Statistical Analysis on real-world datasets

Build and Validate Hypothesis using statistical tests

Generating useful insights from the data

Storytelling and Dashboarding
2 Project 9 Assignment

Importing and working with different kinds of data in Tableau

Build bubble charts, geo-location charts, and many others

Learn to create Dashboards in Tableau

Master storyboarding in Tableau

Learn to create engaging presentations

Perform feature engineering in Tableau

Become familiar with data manipulation in Tableau

Problem Formulation and Communication
0 Project 3 Assignment

Dealing with ambiguous business problems

Structure a business problem into a data science problem

Understanding the Machine Learning Lifecycle

Key Frameworks for each stage in ML Lifecycle

Present analysis and business insights in an impactful manner

Communicate ideas and insights to the stakeholders

Basic Machine Learning
4 Project 1 Assignment

Learn Important Machine Learning concepts

Perform data cleaning and Preprocessing

In-depth understanding of Basic ML models

Linear Models, Decision Tree, k-NN

Math Behind each Machine Learning Algorithm

Building Classification and Regression Models

Hyperparameter Tuning to improve model

Solving real-world business problems using Machine Learning

Feature Selection and Engineering
2 Project 0 Assignment

Learn the art of Feature engineering

Feature Generation from time-series data

Automated Feature Engineering Tool

Concept of dimensionality reduction

Feature Selection and Elimination Techniques

Detailed Understanding of Principal Component Analysis (PCA)

Concept of Factor Analysis

Advanced Machine Learning
4 Project 1 Assignment

Explore the Advanced ML concepts and Algorithms

Use Ensemble Learning Techniques (Stacking and Blending)

Understand and Implement Bagging and Boosting Algorithms

Learn to handle Text data and Image Data

Working with structured and unstructured data

Dealing with unsupervised learning problems

Clustering Algorithms including k-means and Hierarchical clustering

Deep Learning
5 Project 4 Assignment

Important concepts of Deep Learning

Working of Neural Network from Scratch

Activation Functions and Optimizers for Deep Learning

Understand Deep Learning architectures (MLP, CNN, RNN and more)

Explore Deep Learning Frameworks like Keras and PyTorch

Learn to tune the hyperparameters of Neural Networks

Build Deep Learning models to tackle real-life problems

Computer Vision using PyTorch
8 Project 4 Assignment

Get familiar with the world of Computer Vision

Transfer Learning for Computer Vision

Work with popular Deep Learning Framework - Pytorch

Learn State-of-the-art Algorithms like YOLO, SSD, RCNN and more

Work on different types of problems

Build Face Detection and Pose Detection Models

Advanced CV Problems like Image Segmentation and Image Generation

Understand how GANs work

Getting started with Natural Language Processing
7 Project 3 Assignment

Handling Text Data (Cleaning and Pre-processing)

Use Spacy, Rasa and Regex for exploring and processing text data

Information Extraction and Retrieval from text-based data

Understand Language Modelling

Learn Advanced Feature Engineering techniques

Build NLP models for Text Classification

Understand Topic modelling

Work on Industry Relevant Projects

NLP using Deep Learning
5 Project 2 Assignment

Understand the concept of Sequence-to-Sequence Modeling

Build a Deep Learning Model for Language translation in PyTorch

Learn to use Transformers library by Huggingface

Use Transformers to perform transfer learning in NLP

Build and Deploy your own chatbot

Learn to work with audio-based data

Build a voice assistant system using Deep Learning

Recommendation System
3 Project 1 Assignment

Recommender Systems in industry

Detailed Taxonomy of types of Recommender Systems

Collaborative Filtering Methods

Content-Based Recommender Systems

Knowledge-Based & Hybrid Recommender Systems

Market Basket Analysis & Association Rules

Evaluation of Recommender Systems

Build Book recommender System and other real-life projects

Time Series
3 Project 1 Assignment

Important concepts of Time Series Forecasting

Machine Learning techniques for Time Series forecasting

Validation techniques for Time series data

Framework to evaluate Time Series Models

Exponential Smoothing Methods for forecasting

Reading ACF and PACF plots

Tuning Parameters for ARIMA

ARIMA and SARIMA Model

Deep Learning for time series

Solve Real-world business problems

Career-oriented services and Data Science Interviews

Understanding the different roles in Data Science

Dos and Don'ts for Resume Building

Tips and strategies to build the perfect resume

Preparing for Data Science Interviews

Understanding the important skills required

How to build your digital Presence

Tips and Tricks to Ace Data Science Resume

List of Interview Questions for Data Science

    Overall BlackBelt Plus Stats:
  • 39+ Projects
  • 100+ Hours
  • 14+ Tools
  • 35+ Assignments
  • 75+ Mentorship Sessions

Tools You will Master in AI & ML BlackBelt Plus

NLP Course Spacy
NLP Course Online RegEx
NLP Course Rasa
NLP Course Keras
NLP Course pytorch
NLP Course pandas
NLP Course numpy
NLP Course scikit

Reinforce Your learnings with 50+ projects

Doing projects is one of the most essential step to apply your learning and showcase in your resume.
Writing code is one thing but writing it efficiently, well that requires practice.
NLP Project Hate Speech Classification

Hate Speech Classification

Learning Objectives:

The task is to detect hate speech in tweets The task is to classify racist or sexist tweets from other tweets.

Business Solving Similar Problems:

Spam Filtering, Profanity Detection

NLP Project Training SMS Spam Detection

SMS Spam Detection

Learning Objectives:

Learn to preprocess sms text data, feature engineering techniques, and text classification techniques using machine learning and deep learning models.

Business Solving Similar Problems:

Spam Filtering, Profanity Detection

NLP Project Social Media Information Extraction

Social Media Information Extraction

Learning Objectives:

To extract relevant information such as entities, ngrams, keywords and sentiments from social media data using NLP techniques.

Business Solving Similar Problems:

Text Data Mining, Knowledge Graph Preparation

NLP Project Training Auto Completion

Auto Completion

Learning Objectives:

Build your first chatbot to search for restaurants online Learn how to use it in a real-world application by deploying it on Slack.

Business Solving Similar Problems:

Customer Support, Lead Generation

Industry Experts & Mentors

kunal jain

Kunal Jain

Founder & CEO, Analytics Vidhya
sunil ray

Sunil Ray

Chief Content Officer at Analytics Vidhya
anand mishra

Anand mishra

Head Of Engineering at Analytics Vidhya
pranav dar

Pranav Dar

Sr Editor & Data Scientist at Analytics Vidhya

Hear from our Students

Mentors are experienced in the industry that I work in and are helpful in highlighting trends and emphasised courses in the blackbelt that would be most useful for my upskilling/development

Liked the personalised approach and clear specific recommendations on improvement and future course of action for me. Excited to keep learning and growing with Analytics Vidhya! Thanks!

Start your journey to success with a personalised Roadmap

It will be personalised after your first mentorship call
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Program Fees

$850

(Inclusive of taxes )

1:1 Personalised Attention

  • Personalised Success Roadmap
  • 75+ Technical mentorship sessions
  • 3 Industry mentorship sessions
  • 3 mock interviews

Comprehensive Curriculum

  • 100+ Learning Hours
  • Work on 39+ Real-world Projects
  • Master 14+ Cutting Edge Tools

Go from Beginner to Master

  • No pre-requisites required
  • Work on NLP and Deep Learning Projects

Certificate

Get Certified in Natural Language Processing
By Analytics Vidhya Share your Achievement with the World by earning your NLP Certification Online

  • Earn Your Certificate
  • Share Your Achievement
Certificate
moneyback

Money Back Guarantee!

BlackBelt Plus program comes with 7 days no questions asked Money back Guarantee. If the program is bought in pre-launch offer or on discounted price, then the fee paid is non-refundable. For more T&C, click here

Frequently asked Questions

Top Questions

What skills do I require to get a job in the NLP domain?
The AI and ML Blackbelt Plus program consists of all the necessary modules that will help you land a job in the NLP domain. You need to have a hands-on experience in the following tools - Python, NLTK, Spacy, Rasa, Regex, PyTorch
What is the average salary in the NLP domain?
According to Glassdoor, the average salary of a data scientist (NLP) is a whopping 18 Lacs/year. The AI and ML Blackbelt Plus is the perfect program to land your dream job in the domain of NLP.
Who is this program for?
This NLP program has been designed for all data science enthusiasts from all walks of life. We have curated all the content for each course in a way that’s easy-to-digest for people coming from a non-technical and non-data science background as well.
I want to learn and master NLP. Is this program for me?
Yes. This is a NLP full course for people who want to start their journey in working with text data and go from Beginner to Advanced.
What are the job roles I can apply to after this program?
You can apply for various diverse roles available in the industry. This is an NLP beginners course that will help you get the best advanced NLP and Data Science jobs given below - 1. NLP Engineer, 2. Data Scientist, 3. Data Analyst, 4. NLP Developer
How many Natural Language Processing courses will I get in this program?
The program covers the basic NLP courses as well as the advanced NLP courses. A part of the program, you will get the course covering the fundamentals of Natural Language Processing (NLP) and NLP using Deep Learning. These courses are sufficient to take you from Beginner to Advanced NLP Expert.
Is this an online NLP program?
The AI and ML Blackbelt Plus program is an online certification program that makes you ready for the industry. In this online program, you get 1:1 mentorship sessions, personalized learning path and dedicated interview preparation and support. We don’t provide any physical classroom training in various cities like Delhi, Gurgaon, Pune, Bangalore, Chennai etc.
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