by Aratrika Dutta
October 15, 2021
As a subfield of AI, natural language processing is one of the most widely applied areas of machine learning. NLP focuses on teaching computers to understand and process large amounts of data written in natural human language. As AI continues to grow, so will the demand for professionals skilled at building models that analyze speech and language, uncover contextual patterns, and produce insights from text and audio. These and other NLP applications will be at the forefront of the coming transformation to an AI-powered future. This article lists the best NLP certificate courses in India for 2021.
Applied Natural Language Processing, Chennai Mathematical Institute
This course, taught by Prof. Ramaseshan R, is for UG or PG level students. Students will gain knowledge in the fundamentals of NLP, methods and techniques, and acquire skills to use them in practical situations. Previous knowledge of algorithms, Python, probability theory, statistics, linear algebra and machine learning is required. This 12-week course is free to take online at NPTEL, but a certificate can only be obtained after writing a supervised exam.
NLP training with Python by Intellipaat
Intellipaat NLP training courses with Python and NLTK are designed by leading AI experts. By enrolling in this NLP course, you will become proficient in word processing and classifying texts using machine learning algorithms. You will also thoroughly understand concepts such as natural language processing, text mining, text classification, tokenization, lemmatization, sentence structure, sequence tagging, language modeling and more using Python’s natural language toolkit (NLTK). Furthermore, you can design your text classifier with the help of hands-on demonstration sessions at the end of each module in this NLP certification training.
E&ICT Academy, IIT Guwahati
The certification in artificial intelligence and machine learning program is designed in collaboration with E&ICT Academy, IIT Guwahati and industry leaders to provide the best learning outcome to aspiring artificial intelligence and machine learning learners. This comprehensive 9-month program will help you prepare for the roles of data scientist, data analyst, machine learning engineer and AI engineer. This course will strengthen your basic artificial intelligence skills. Make the most of our expert mentorship facility and gain hands-on insight into artificial intelligence and machine learning. Make the most of our real-world projects from various industries. This course goes a long way in unlocking lucrative career opportunities in the coveted fields of artificial intelligence and machine learning.
Microsoft: Discover Natural Language Processing
This is a beginner level NLP course that focuses on teaching the basics of NLP using the Microsoft Azure platform. Azure offers a large number of services such as text analysis, translation, language comprehension, etc. that make it super easy to develop NLP applications. This 2-hour course includes four modules: analyzing text with the text analysis service, recognizing and synthesizing speech, translating text and speech and creating a language model with language comprehension.
PG Certification in Machine Learning and NLP (upGrad)
upGrad offers this short-term (six months) course for working professionals. The course spans over 250 learning hours and consists of five modules: data science toolkit, statistics and exploratory data analytics, machine learning, machine learning II and natural language processing. Students also explore tools such as Python, NLTK, Pandas, Numpy, Scikit-Learn, MySQL, and Excel. In addition, the course includes more than five industry projects, case studies and assignments.
Students receive dedicated mentorship and plenty of opportunities to interact with industry experts from Gramener, Actify, and Flipkart. upgrade provides placement assistance to all candidates to launch their career. Upon completion of the course, students will be awarded a PG certificate from IIIT-Bangalore.
PG Certification in Machine Learning and Deep Learning (upGrad)
Another six-month course from upGrad, this ML and DL program also includes five modules: Data Science Toolkit, Statistics and Exploratory Data Analytics, Machine Learning, Machine Learning II, and Deep Learning. As students are introduced to all machine learning and deep learning concepts, they also work on industry projects, case studies, and assignments to hone their hands-on skills.
The tool suite consists of Python, Keras, TensorFlow, MySQL, Excel, Numpy, Matplotlib and Scikit-Learn. Students receive one-on-one mentoring support, placement assistance, and participate in recruiting and resume sessions.
Microsoft Certified: Azure AI Fundamentals
This is an advanced level certification course from Microsoft that helps professionals master AI and ML concepts and workloads and learn how to deploy them on Azure. The course measures five essential skills: describing AI workloads and considerations, describing fundamental principles of machine learning on Azure, describing features of computer vision workloads on Azure, describing features of natural language processing (NLP) workloads on Azure and describing features of conversational AI. workloads on Azure.
Anyone with basic programming knowledge, both technical and non-technical backgrounds, can enroll in this course.
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