Artificial Intelligence Training by Experts

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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

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Artificial Intelligence Jobs in Toowoomba

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

  • Artificial Intelligence Specialist
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Artificial Intelligence Internship/Course Details

Artificial Intelligence internship jobs in Toowoomba
Artificial Intelligence Nestsoft is the best artificial intelligence institute in the area for recently graduated students and freshmen looking to expand their horizons. Connect to our artificial intelligence coaching in Toowoomba to advance your career as an artificial intelligence engineer. Deep Learning is at the heart of AI, which might be a basic software development capability. 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. 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. . 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 approaches will support reducing these errors by automating some responsibilities or assisting workers in their work. Computers, on the other hand, will avoid making these errors if they are correctly programmed.

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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 Toowoomba

  • UniversityOfSouthernQueensland(UniSQ) | Location details: UniSQ Toowoomba, 487-535 West St, Darling Heights QLD 4350, Australia | Classification: University, University | Visit Online: unisq.edu.au | Contact Number (Helpline): +61 1800 269 500
 courses in Toowoomba
The aim was to obtain a measurement system for social norms and community perceptions to inform a broader, more detailed study into the tourism transformation process. Another paradox occurs where tourism is initiated to facilitate economic and social development, but the tourists are separated as an elite social class (Macaulay, 199 ). One occurs when tourists are attracted to the unspoiled nature of a destination, but their increasing visitation transforms the destination and traditional lifestyle into a more urban or globalised one (Bruner, 1991; Dahms and McComb, 1999; Agarwal, 2002; Zhong, et al. This paradox, however, does not occur consistently and often development is deliberately cultivated by the community (Gonen, 1981). This paper reports on a preliminary investigation into social values and perceptions of tourism and economic development in the case study of Toowoomba, Australia. When considering tourism planning, a key concern in the tourism transformation literature is the role and responsibility of government (Haung, 200 ; Briedenhann and Butts, 200 ; Pavlovich, 2003; McLennan, 2005). This paper primarily focuses on measuring social norms and cultural beliefs relating to economic and tourism development and discusses findings in the context of Toowoomba. The literature indicates that clusters require leadership to grow and that direction can originate from government, as well as from the private sector (Pavlovich, 2003; McLennan, 2005). Institutions and perceptions are an important element of transformation (Mwangi, 2006), so it is appropriate that the dynamics of tourism transformation have been frequently investigated using resident perceptions of the industry (Allen, Long, Perdue and Kieselback, 1988; Andereck, Valentine, Knopf and Vogt, 2005; Andriotis, 2005; Ap, 1992; Belisle and Hoy, 1980; Besculides, Lee and McCormick, 2002; Harrill, 200 ; Horn and Simmons, 2002; Johnson, et al. It has been argued that more rapid and intense tourism development may have a less beneficial effect on societies than smaller scale development (de Kadt, 1979; Pierce, 1989; Ratz, 2000).

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