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Artificial Intelligence

Artificial Intelligence

Artificial Intelligence Training in Mumbai

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Classroom and Online Courses by Certified Experts

Our Classroom and Online Training Program insist you to become a specialist at Advanced Industrial Technologies in a Month. Hands-on Learning with Live Project sessions. We are "One of the Best Classroom and Online Training Course Provider" in India with Placement Support.

About Artificial Intelligence Training Course in Mumbai

We know how challenging changing careers can be. Wings Academy Applied AI/Machine Learning Courses are designed as whole learning experiences to support your journey from the first exercise to a new career. We back it with a job guarantee for your peace of mind. All the concepts discussed have been intuited from a fundamental level to an advanced level with practical implementation at every stage of the course allowing every course participant to master the skills irrespective of the background they come from. Wings Academy Imparts Artificial Intelligence Class Room & Online Training Course Enroll Now!!!

Syllabus of Artificial Intelligence Course in Mumbai

 Introduction to Data Science

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

 Introduction to Python

  • What is Python?
  • Why Python?
  • Installing Python
  • Python IDEs
  • Jupyter Notebook Overview

 Python Basics

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

Python Packages

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

 Importing Data

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

 Manipulating Data

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

Statistics Basics

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

 Error Metrics

  • Classification
  • Regression

 Machine Learning

  • Supervised Learning
  • Linear Regression
  • Logistic regression

 Unsupervised Learning

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

SVM

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

 SVM Kernal

  • Linear
  • Radial
  • polynomial

 Other Machine Learning algorithms

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

 ARTIFICIAL INTELLIGENCE

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

 Deep Learning Algorithms

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

 Introduction to NLP

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

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

 Tasks of NLP

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

About Experienced Artificial Intelligence Trainer

  • Our Artificial Intelligence Training in Mumbai. Trainers are certified professionals with 7+ years of experience in their respective domain as well as they are currently working with Top MNCs.
  • As all Trainers are Artificial Intelligence domain working professionals so they are having many live projects, trainers will use these projects during training sessions.
  • All our Trainers are working with companies such as Cognizant, Dell, Infosys, IBM, L&T InfoTech, TCS, HCL Technologies, etc.
  • Trainers are also help candidates to get placed in their respective company by Employee Referral / Internal Hiring process.
  • Our trainers are industry-experts and subject specialists who have mastered on running applications providing Best Artificial Intelligence training to the students.