Artificial Intelligence Online Live Classes by Experts

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Our Training Process

Artificial Intelligence - Syllabus, Fees & Duration

Module 1: Introduction to Data Science

  • What is Data Science?
  • What is Machine Learning?
  • What is Deep Learning?
  • What is AI?
  • Data Analytics & it’s types

Module 2: Introduction to Python

  • What is Python?
  • Why Python?
  • Installing Python
  • Python IDEs

Module 3: Python Basics

  • Python Basic Data types
  • Lists
  • Slicing
  • IF statements
  • Loops
  • Dictionaries
  • Tuples
  • Functions
  • Array
  • Selection by position & Labels

Module 4: Python Packages

  • Pandas
  • Numpy
  • Sci-kit Learn
  • Mat-plot library

Module 5: Importing Data

  • Reading CSV files
  • Saving in Python data
  • Loading Python data objects
  • Writing data to csv file

Module 6: Manipulating Data

  • Selecting rows/observations
  • Rounding Number
  • Selecting columns/fields
  • Merging data
  • Data aggregation
  • Data munging techniques

Module 7: Statistics Basics

  • Central Tendency
  • Probability Basics
  • Standard Deviation
  • Bias variance Trade off
  • Distance metrics
  • Outlier analysis
  • Missing Value treatment
  • Correlation

Module 8: Error Metrics

  • Classification
  • Regression

Module 9: Machine Learning

  • Supervised Learning
  • Linear Regression
  • Logistic regression

Module 10: Unsupervised Learning

  • K-Means
  • K-Means ++
  • Hierarchical Clustering

Module 11: SVM

  • Support Vectors
  • Hyperplanes
  • 2-D Case
  • Linear Hyperplane

Module 12: SVM Kernel

  • Linear
  • Radial
  • polynomial

Module 13: Other Machine Learning algorithms

  • K – Nearest Neighbour
  • Naïve Bayes Classifier
  • Decision Tree – CART
  • Decision Tree – C50
  • Random Forest

Module 14: ARTIFICIAL INTELLIGENCE

  • Perceptron
  • Multi-Layer perceptron
  • Markov Decision Process
  • Logical Agent & First Order Logic
  • AL Applications

Module 15: Deep Learning Algorithms

  • CNN – Convolutional Neural Network
  • RNN – Recurrent Neural Network
  • ANN – Artificial Neural Network

Module 16: Introduction to NLP

  • Text Pre-processing
  • Noise Removal
  • Lexicon Normalization
  • Lemmatization
  • Stemming
  • Object Standardization

Module 17: Text to Features

  • Syntactical Parsing
  • Dependency Grammar
  • Part of Speech Tagging
  • Entity Parsing
  • Named Entity Recognition
  • Topic Modelling
  • N-Grams
  • TF – IDF
  • Frequency / Density Features
  • Word Embedding’s

Module 18: Tasks of NLP

  • Text Classification
  • Text Matching
  • Levenshtein Distance
  • Phonetic Matching
  • Flexible String Matching

Download Artificial Intelligence Syllabus
Course Fees
10000+
20+
50+
25+

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Artificial Intelligence Jobs in Kolkata

Enjoy the demand

Find jobs related to Artificial Intelligence in search engines (Google, Bing, Yahoo) and recruitment websites (monsterindia, placementindia, naukri, jobsNEAR.in, indeed.co.in, shine.com etc.) based in Kolkata, chennai and europe countries. You can find many jobs for freshers related to the job positions in Kolkata.

  • Artificial Intelligence Specialist
  • Senior Data Scientist
  • Data Cloud AI Architect
  • Senior AI Engineer
  • Computer Vision Engineer
  • Project Manager -AI
  • Machine Learning
  • Data Analytics & AI
  • AI Engineer Trainee
  • Data Engineer-AI
Artificial Intelligence internship jobs in Kolkata

Artificial Intelligence Internship/Course Details

Artificial Intelligence Of course, simulating human intelligence is a difficult endeavor that necessitates expertise in areas such as cybersecurity, blockchain, robotics, generative AI with virtual reality, edge AI with IoT, and edge computing. Artificial intelligence has the possibility to be a valuable tool for forecasting the outcomes of processes and systems. We do, however, have several successful applications. AI uses many algorithms to method knowledge, generate data-driven judgments, and complete tasks in a manner comparable to that of a person. Learn how to create efficient AI, self-sustaining systems, cutting-edge AI models, Deep Q-Learning, A3C, and much more. . Computers, on the other hand, will avoid making these errors if they are correctly programmed. The creation of Ai may necessitate the use of a variety of languages and technologies to create a solution that meets a variety of aims and requirements. In some situations, AI-enabled machines are even smarter than humans. We are here to help you from the beginning of the course until the very conclusion, including resume-building advice and interview recommendations.

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List of Training Institutes / Companies in Kolkata

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  • Guru Nanak Institute of Technology Address: 157/F, Nilgunj Road, Panihati, Kolkata, West Bengal 700114 Phone: 033 2523 3900 , Website: www.gnit.ac.in/
  • Institute of Technology and Marine Engineering Address: Jhinga, Diamond Harbour Road, P.O. Amira, South 24 Parganas, Kolkata, West Bengal 743368 Phone: 033 4008 4848 , Website: www.nitmas.edu.in/
  • Software Companies in Kolkata

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 courses in Kolkata
three according to cent respectively. 3m above MSL. The metropolis has its enchantment for all visitors, with a medley of interest. 7 according to cent of adult males, 51. five according to cent of adult males have attained secondary degree and three. But notwithstanding the Sepoy Mutiny in 1857, the British endured to suppress the local community and it become handiest in 1947 that they had been forced to make India unbiased. History suggests how the organisation of Calcutta have become a centre of decentralization and the mechanism of self expressions for the natives of pre-unbiased India. But the port centers close by had been additionally a high-quality gain These human beings worked for the British and had been their followers. Today, a lot of those systems are in numerous degrees of decay. The climate can be divided into three seasons: a warm season from March to mid-June; a wet season from mid-June to mid-September, and a bloodless season from November to February.

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