Artificial Intelligence 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

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Artificial Intelligence Jobs in Pune

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  • Artificial Intelligence Specialist
  • Senior Data Scientist
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Artificial Intelligence internship jobs in Pune

Artificial Intelligence Internship/Course Details

Artificial Intelligence Live Project Sessions for hands-on learning.Data Analytics is the pre-processing activity of AI. We do, however, have several successful applications. We do, however, have several successful applications. Artificial intelligence has the possibility to be a valuable tool for forecasting the outcomes of processes and systems. These errors can have a significant impact, ranging from wasting money to putting a patient's life in jeopardy. AI uses many algorithms to method knowledge, generate data-driven judgments, and complete tasks in a manner comparable to that of a person. Nestsoft is the best artificial intelligence institute in the area for recently graduated students and freshmen looking to expand their horizons. Learn how to create efficient AI, self-sustaining systems, cutting-edge AI models, Deep Q-Learning, A3C, and much more. 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 Pune

  • Salt Technologies Address: Baner Rd, Laxman Nagar, Baner, Pune, Maharashtra 411045 Phone: 020 6562 2622, website: www.salttechno.com
  • College of Military Engineering, Pune Address: 6, Old Mumbai Pune Hwy, Dapodi, Pimpri-Chinchwad, Maharashtra 411012 Phone: 020 2714 6560, website: www.admissionjankari.com/college...
  • Persistent Systems Software company in Pune, India Address: 402 E, Bhageerath, Senapati Bapat Road, Gokhalenagar, Pune, Maharashtra 411016 Phone: 020 6703 0000, website: www.persistent.com
  • Yobisys Solutions Pvt. Ltd. Address: Office No. 52,53, B-Wing, 3rd Floor, K.K. Market, Dhankawadi, Pune, Maharashtra 411030 Phone: 095520 55550, website: www.yobisys.com
  • Libricon Digital Marketing & SEO Experts in PUNE Address: G-11, Ashoka Mall, Opp Sun & Sand Hotel, Bund Garden, Sangamvadi, Pune, near Koregaon Park, off Pune Nagar road, Pune, Maharashtra 411001 Phone: 077768 35857, website: www.libricon.com
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