Artificial Intelligence Online Live Training by Industry 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
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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 Connect to our artificial intelligence coaching in Kolkata to advance your career as an artificial intelligence engineer.Artificial intelligence is an arena of training that looks into how intelligent human behavior can be replicated on a machine. Even though AI has been studied for more than half a century, we have yet to produce a machine that is as intelligent as a human. In some situations, AI-enabled machines are even smarter than humans. Firms can use this to simulate various scenarios and change the required activities to increase efficiency. AI approaches will support reducing these errors by automating some responsibilities or assisting workers in their work. Professors need to spend more time one-on-one with pupils, conducting research, and current their own education, but they don't have the time to do so. AI uses many algorithms to method knowledge, generate data-driven judgments, and complete tasks in a manner comparable to that of a person. Connect to our artificial intelligence coaching in Kolkata to advance your career as an artificial intelligence engineer. We are here to help you from the beginning of the course until the very conclusion, including resume-building advice and interview recommendations.

Success Stories

The enviable salary packages and track record of our previous students are the proof of our excellence. Please go through our students' reviews about our training methods and faculty and compare it to the recorded video classes that most of the other institutes offer. See for yourself how TechnoMaster is truly unique.

List of Training Institutes / Companies in Kolkata

  • TECHNOCRATS INDIA | WEBSITE DEVELOPMENT COMPANY, WEB DESIGN COMPANY Address: 3, Mangoe Ln, Terita Bazar, Poddar Court, Bow Barracks, Kolkata, West Bengal 700001 Phone: 098307 95703 , Website: technocratsindia.com/
  • Webaholic Address: 33/22A Raja Subodh Chandra Mullick Road, Jadavpur, Kolkata, West Bengal 700032 Phone: 090880 46470 , Website: https://www.webaholic.co.in/
  • Narula Institute of Technology Address: 81, Nilgunj Road, Agarpara, Kolkata, West Bengal 700109 Phone: 033 2563 7777 , Website: www.nit.ac.in/
  • Webzemini Software Pvt. Ltd Address: Haralal Das St, Entally, Kolkata, West Bengal 700014 Phone: 033 6459 4151 , Website: https://www.webzemini.com/
  • Bhaskar Das | SEO & Digital Marketing Expert Address: 3/SD, Metropolitan Housing Society Canal South Road, Sec-A, Lane-1, Metropolitan Co-Operative Housing Society Limited, Tangra, Kolkata, West Bengal 700105 Phone: 080177 54883 , Website: https://in.linkedin.com/in/bhaskarseoexpert
 courses in Kolkata
owing to its strategic location, the city has witnessed several important political as well as social upsurges in the past and this why its history holds a significant place in the chronological description of the entire scenario of the Indian subcontinent and rest of the world. owing to its strategic location, the city has witnessed several important political as well as social upsurges in the past and this why its history holds a significant place in the chronological description of the entire scenario of the Indian subcontinent and rest of the world. Tata consultancy Services is also eyeing similar space in the park. Major IT companies such as Satyam Computers, ITC Infotech, HSBC Electronic data processing india (HDPI), ICICI One Source and Gecis will set up their centers in the city shortly

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