As a subfield of AI, natural language processing is one of the most broadly 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 expand, 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 are going to be at the forefront of the coming transformation to an AI-powered future. This article lists the top NLP certificate courses in India for 2021.
Taught by Prof. Ramaseshan R, this course is meant for students at UG or PG level. Learners will gather knowledge in the fundamentals of NLP, methods, and techniques and gain skills to use them in practical situations. Prior knowledge of algorithms, Python, probability, statistics, linear algebra, and machine learning is required. This 12-week course is free to take online on NPTEL, but a certificate can only be obtained after writing a proctored exam.
Intellipaat NLP Training Using Python and NLTK are designed by leading AI experts. By enrolling in this NLP course, you will become proficient in text processing and classifying texts using machine learning algorithms. Also, you 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). Further, you can design your text classifier with the help of practical demonstration sessions conducted at the end of each module in this NLP certification training.
The certification in artificial intelligence and machine learning program has been designed with the E&ICT Academy, IIT Guwahati, and industry leaders to provide the best learning outcome to aspiring artificial intelligence and machine learning learners. This 9-months extensive program will help you prepare for the data scientist, data analyst, machine learning engineer, and AI engineer roles. This course will bolster your foundational skills in artificial intelligence. Make the most of our expert mentorship facility and gain a practical understanding of artificial intelligence and machine learning. Make the most of our real-world projects from diverse industries. This course goes a long way towards helping you unlock lucrative career opportunities in the coveted fields of artificial intelligence and machine learning.
This is a beginner-level NLP course that focuses on teaching learners the NLP basics by leveraging the Microsoft Azure platform. Azure offers a host of services like text analytics, translation, language understanding, etc that make it super easy to develop NLP applications. This 2-hour course includes four modules: Analyze text with the text analytics service, recognize and synthesize speech, translate text and speech, and create a language model with language understanding.
upGrad offers this short-term (six-month) course for working professionals. Covering over 250 hours of learning, the course consists of five modules – data science tool kit, statistics and exploratory data analytics, machine learning, machine learning II, and natural language processing. Learners also explore tools like Python, NLTK, Pandas, Numpy, Scikit-Learn, MySQL, and Excel. Plus, the course includes more than five industry projects, case studies, and assignments.
Students get dedicated mentorship and plenty of opportunities to interact with industry experts from Gramener, Actify, and Flipkart. upgrade offers placement assistance to all candidates to help launch their careers. On course completion, students get a PG certificate from IIIT-Bangalore.
Another six-month course from upGrad, this ML and DL program also includes five modules: Data science tool kit, statistics, and exploratory data analytics, machine learning, machine learning II, and deep learning. While learners are introduced to all machine learning and deep learning concepts, they also work on industry projects, case studies, and assignments to sharpen their real-world skills.
The tool suite consists of Python, Keras, TensorFlow, MySQL, Excel, Numpy, Matplotlib, and Scikit-Learn. Students get one-on-one mentor support, placement assistance and participate in hiring drives and resume-building sessions.
This is an advanced-level certification course by Microsoft that allows professionals to master AI and ML concepts and workloads and learn how to implement 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, from both technical and non-technical backgrounds, can enroll in this course.
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