Certificate in Text Mining & NLP is a certification program of 32 hours in collaboration with KPMG. This certification program is delivered through an online mode which includes online & recorded videos, updated knowledge, online discussions, live projects, online case studies and quizzes, which makes the program more effective and engaging.
Amity Online’s Certificate in Text Mining & NLP covers in-demand subjects which will provide you professional knowledge related to these languages and machine learning. In addition, this certification program is designed for the working professionals who are actively working in this domain and the freshers who want to establish a career in this domain. So, if you are someone looking for a certification which does not take your time or does not demand quitting your job, then this Amity Online’s Certification in Text Mining and NLP is your perfect certification program.
Course | Per Semester | Total Fees | One Time Fees |
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Text Mining & NLP |
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Skills | Description |
Text Pre-processing and Cleaning |
You will be taught how to preprocess raw text data using methods such as tokenization, stop-word removal, stemming, and lemmatization. This prepares text in a structured manner and is ready for analysis. |
Sentiment and Opinion Analysis |
You will learn the skill to carry out sentiment analysis to identify emotions, opinions, and attitudes expressed in text. This is extensively applied in analyzing customer feedback, brand management, and social media communications. |
Text Feature Extraction | The course educates students to use techniques such as Bag of Words (BoW), TF-IDF, and word embeddings to transform text into numeric features that can be utilized for machine learning algorithms. |
Text Mining and NLP with Python |
You will gain hands-on skills with Python libraries such as NLTK, spaCy, and Scikit-learn that are necessary for developing and deploying text mining and NLP applications. |
Business Use-Cases of NLP | You will gain the skill to implement NLP methods in practical use-cases like chatbots, document classification, fraud detection, and recommendation systems, bridging business requirements with technical knowledge. |
Job Positions | Responsibilities | Average Salary per annum |
NLP Analyst |
NLP Analysts analyze texts mining methods, so that they can be used for customer satisfaction and their better experience. They work for different platforms like documents, emails, chat data analysis, chat bots and others. | ₹6,00,000–₹15,00,000 |
Text Mining Specialist |
These specialists work for mining or managing cluttered and unstructured data using AI tools like TF-IDF, so that it can be understandable for the customers and easily managed for the better experience. | ₹7,00,000–₹16,00,000 |
Data Analyst (Text-focused) |
Data Analysts in NLP manage and use text-based data like customer’s feedback, surveys, and trends into understandable values for the business. They play a crucial role in decision-making process for better strategies. | ₹5,00,000–₹12,00,000 |
AI/ML Associate |
These associates are experts in developing different models and features using NLP and machine learning. They develop chatbots, text classification and recommendation systems using python and other programming languages. | ₹8,00,000–₹16,00,000 |
Business Intelligence Associate |
BI Associates reads data and converts it into useful insights to help the business in establishing strategies for the improvement of company’s products, services and marketing strategies. | ₹5,00,000–₹11,00,000 |