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 Hyderabad

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 Hyderabad, chennai and europe countries. You can find many jobs for freshers related to the job positions in Hyderabad.

  • 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 Hyderabad

Artificial Intelligence Internship/Course Details

Artificial Intelligence Now and again, humans make blunders. Connect to our artificial intelligence coaching in Hyderabad to advance your career as an artificial intelligence engineer. The ultimate goal of AI is to create machines that can learn, plan, and solve problems on their own. Data Analytics is the pre-processing activity of AI. Artificial intelligence (AI) is the previously inconceivable ability of a computer-controlled robot to do tasks that would otherwise need human intelligence. . AI uses many algorithms to method knowledge, generate data-driven judgments, and complete tasks in a manner comparable to that of a person. Currently, AI technology is used in a variety of fields, including transportation, finance, medicine, and education. These errors can have a significant impact, ranging from wasting money to putting a patient's life in jeopardy. Deep Learning is at the heart of AI, which might be a basic software development capability.

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 courses in Hyderabad
Although social and financial improvement in a rustic or kingdom have an impact on its instructional improvement to a positive extent, a decided kingdom coverage and useful resource allocations for instructional improvement could make rework the each the opposite dimensions of improvement. India had a complete of 20 universities and round 500 faculties on the time of independence. 33 biggest united states of america withinside the globe in phrases of size of the better schooling (subsequent to USA and China). Post-independence, all such establishments supplying popular and technical schooling have grown multi-fold. When tested the development and achievements in instructional improvement, there may be nonetheless a sizeable shortage. 1%) of faculties at the side of standalone institutions9 (75. 18-23 years of age) in India. The institutional framework includes vital and kingdom universities, deemed and/or personal universities, establishments of country wide significance, and self sustaining and non-self sustaining or affiliated faculties. Hence, its significance may be visible withinside the views of human capital and human improvement at the side of that of human rights. Mill, had been advocating the kingdom coverage and position as a high mover on this recognize.

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