Nlp & Deep Learning Training in Marathahalli Bangalore
INTRODUCTION TO NLP & Deep Learning
PART A – Natural Language Processing
Introduction to NLP
Basic Text Pre-Processing
Advanced Lexical Processing
Introduction to syntactic processing
PART B – DEEP LEARNING
Introduction to Deep Learning
Artificial Neural Networks
Structure of Artificial Neural Networks
Feed Forward & Backpropagation
Tuning the Neural Networks
Convolutional Neural Networks
Recurrent Neural Networks
GAN & Auto Encoders
Resume Preparation Tips
Interview Guidance and Support
Natural Language Processing(NLP) & Deep Learning Training in Bangalore
What is NLP/NLU
Eminent IT is the best Institute to learn Natural language processing (NLP) course in Marathahalli Bangalore. Natural language processing (NLP) is the broad umbrella term for any machine’s ability to recognize what is said to it, understand its meaning, determine the proper action, and respond in language the user will understand. Natural language understanding (NLU), on the other hand, is a subset of NLP. Natural language understanding (NLU) is a branch of artificial intelligence that uses computer software to understand input made in the form of sentences in text or speech format.
Why to learn NLU/NLP
In the field of AI, NLU/NLP is an important and challenging subset of natural language processing. Both understand human language, NLU/ NLP is tasked with communicating with untrained individuals and understanding their intent, meaning that NLU/NLP goes beyond understanding words and interprets meaning. NLU/NLP is even programmed with the ability to understand meaning in spite of common human errors like mispronunciations or transposed letters or words.
Both NLU/NLP uses algorithms to reduce human speech into a structured ontology. AI fishes out such things as intent, timing, locations and sentiments. The main drive behind NLU is to create chat and speech-enabled bots that can interact effectively with the public without supervision. NLU is a pursuit of many start-ups and major IT companies. Companies working on NLU include Medium’s Lola, Amazon’s with Alexis and Lex, Apple’s Siri, Google’s assistant and Microsoft’s Cortana.
About the course
Eminent’s Natural language processing (NLP) course in Bangalore, Marathahalli offers you the best NLP/NLU classes with hands-on experience in real-time data and projects to make sure you have a competitive edge over everyone in the field. Those who learn how to make machines that exhibit intelligence today are tomorrow going to lead the next technological revolution, be part of the most cutting-edge companies and stand a chance to disrupt almost all industries through their skills.
Through this highly rigorous and selective program we will help you:
- Learn Classification Algorithms, Clustering, Decision trees and Natural language processing
- Create intelligent solutions such as Chatbots, Smart Games and Image Classifiers
Eminent It is the Best Natural language processing (NLP) Institute in Bangalore Marathahalli that offers good course support for the candidates throughout the course.
Over the course of this program, you’ll become an expert in the main components of Natural Language Processing, including speech recognition, sentiment analysis, and machine translation. You’ll learn to code probabilistic and deep learning models, train them on real data, and build a career-ready portfolio as an NLP/NLU expert.
You’ll learn how to build and code natural language processing and speech recognition models in Python. You’ll complete three major natural language processing projects, and build a strong portfolio in the process.
An understanding of human language is especially powerful when applied to extract information and reveal meaning and sentiment in large amounts of text content (aka unstructured information), especially the types of content that must be manually examined by people. The analysis that accurately understands the subtleties of language—the choice of words, the tone used—can provide useful knowledge and insight of information, especially in the carefully worded language of annual reports, call transcripts and other investor-sensitive communications, as well as legal and compliance documents.
More effective and accurate understanding between humans and machines will only strengthen the efficiencies of both. No matter where it is applied, NLP/NLU will be essential in understanding the true voice of the user and the customer and facilitating more seamless interaction on any platform where language and human communication are used.
Prerequisites for NLP/NLU Course
There are many Natural language processing (NLP)/NLU Training Institutes in Bangalore that offer the course, but this Eminent IT gives the best training out of all existing institutes in Bangalore.
This program requires experience with Python, statistics, machine learning, and deep learning.
What is deep learning?
Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on learning data representations, as opposed to task-specific algorithms. Learning can be supervised, semi-supervised or unsupervised. Eminent IT provides the best Deep Learning training in Bangalore Marathahalli.
Why should you study deep learning?
Deep learning architectures such as deep neural networks, deep belief networks and recurrent neural networks have been applied to fields including computer vision, speech recognition, natural language processing, audio recognition, social network filtering, machine translation, bioinformatics, drug design and board game programs, where they have produced results comparable to and in some cases superior to human experts.
About the Deep Learning course.
Machine learning is one of the fastest-growing and most exciting fields out there, and deep learning represents its true bleeding edge. In this course, you’ll develop a clear understanding of the motivation for deep learning, and design intelligent systems that learn from complex and/or large-scale datasets.
Deep Learning Course objective
Eminent IT is the best Deep Learning Training Institute in Bangalore and helps the students to obtain all course objectives.
We’ll show you how to train and optimize basic neural networks, convolutional neural networks, and long short-term memory networks. Complete learning systems in TensorFlow will be introduced via projects and assignments. You will learn to solve new classes of problems that were once thought prohibitively challenging and come to better appreciate the complex nature of human intelligence as you solve these same problems effortlessly using deep learning methods.
The objective is to provide in-depth knowledge in all branches of deep learning and give them not only the theory of the subject matter but also industry level insights and experience to help the students know how the 360-degree level understanding that only come while working on the real time problems and real-time projects. Join now at Eminent IT to learn the best Deep Learning training in Bangalore
For whom is it designed
Designed for passionate individuals who wish to be the part of the future that is bright and exciting with endless opportunities and possibilities in any part of the connected world.
Prerequisite to learn Deep Learning
Students must choose the Best Deep Learning Training Institutes in Bangaloreto acquire sound knowledge. This is an intermediate to an advanced level course. Prior to taking this course, and in addition to the prerequisites and requirements outlined for the Machine Learning Engineer Nanodegree program, you should possess the following experience and skills:
- Minimum 2 years of programming experience (preferably in Python)
- Git and GitHub experience (assignment code is in a GitHub repo)
- Basic machine learning knowledge (especially supervised learning)
- Basic statistics knowledge (mean, variance, standard deviation, etc.)
- Linear algebra (vectors, matrices, etc.)
- Calculus (differentiation, integration, partial derivatives, etc.)
Deep Learning Future prospects
Deep learning though is being applied to many of the AI-related areas for better performance, its ability is still largely untapped. There is an ample opportunity to apply DL in the field of medicine, precision agriculture, etc. NVIDIA has increased the lifespan of DL by creating CUDA equivalent for Deep Neural Network (cuDNN). Thus DL has a scope to tackle the wide variety of problem in near future. So let’s join hands with Eminent It to learn the best Deep Learning course in Bangalore.
- Lectures 119
- Quizzes 0
- Duration 50 hours
- Skill level All levels
- Language English
- Students 0
- Assessments Yes