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Artificial intelligence course in Ameerpet

Introduction to artificial intelligence:

Artificial intelligence operations are each around us, but what does it really mean? In this composition,explains the history and progress of artificial intelligence.

Artificial intelligence( AI) is the capability of machines to replicate or enhance mortal intellect, similar as logic and literacy from experience. Artificial intelligence has been used in computer programs for times, but it’s now applied to numerous other products and services. For illustration, some digital cameras can determine what objects are present in an image using artificial intelligence software. In addition, experts prognosticate numerous further innovative uses for artificial intelligence in the future, including smart electric grids.

Artificial Intelligence Course in Ameerpet:-

Artificial intelligence course in Ameerpet. operations are each around us, but what does it really mean? In this composition,explains the history and progress of artificial intelligence.

Artificial intelligence( AI) is the capability of machines to replicate or enhance mortal intellect, similar as logic and literacy from experience. Artificial intelligence has been used in computer programs for times, but it’s now applied to numerous other products and services. For illustration, some digital cameras can determine what objects are present in an image using artificial intelligence software. In addition, experts prognosticate numerous further innovative uses for artificial intelligence in the future, including smart electric grids. Artificial intelligence course in Ameerpet

Course Curriculum:

Module 1 – Introduction To Machine Learning:                                          Airtificale Intelligence course in Ameerpet

Basic Concept:

  • Train,Test & Validation Distribution
  • ML Strategy
  • Computation Graph
  • Evaluation Metric
  • Human Level Performance

Module 2 – Machine Learning:

Supervised:

  • Linear Regression
  • Logistic Regression
  • Gradient Descent
  • Decision Tree
  • Random Forest
  • Bagging & Boosting
  • KNN

Unsupervised

  • K-Means
  • Hierarchical Clustering

Module 3 – Python Programming:

Python

  • Basic Programming
  • NLP Libraries
  • Open CV

Module 4 – Mathematics Foundation:

Basic Statistics

  • Sampling & Sampling Statistics
  • Hypothesis Testing

Calculus

  • Derivatives
  • Optimization

Linear Algebra

  • Function
  • Scalar-Vector-Matrix
  • Vector Operation

Probability

  • Space
  • Probability
  • Distribution

Module 5 – Data Processing:

Environment

  • Scikit Learn
  • NLTK
  • Spacy & Gen sim
  • Open CV
  • Tensorflow
  • Keras

Text Processing

  • Representation
  • Data Cleaning
  • Data Preprocessing
  • Similarity

Image Processing

  • Image
  • Image Transformation
  • Filters
  • Noise Removal
  • Correlation & Convolution
  • Edge Detection
  • Non Maximum Suppression & Hysteresis
  • Fourier Domain
  • Video Processing

Speech Data Analytics

Feature Extraction

  • Image Feature
  • Descriptors

Object Detection

  • Detection  & Classification

What is Artificial Intelligence (AI)?

Artificial Intelligence( AI) makes computers to perform tasks similar as speech recognition, decision- timber and visual perception which typically requires mortal intelligence that aims to develop intelligent machines

The introductory grounding in the Ganatech practices in AI is likely to come precious in the field of business, and profession. This course is intended to cover the generalities of Artificial Intelligence from the basics to advanced perpetration.

What skills will you learn?

In this Artificial Intelligence (AI) course, you will be able to

  • Understand the basics of AI and how these technologies are re-defining the AI industry
  • Learn the key terminology used in AI space
  • Learn major applications of AI through use cases