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Introduction to Artificial Intelligence and Machine Learning Professionals (NRIVA)

Introduction to Artificial Intelligence and Machine Learning

Live Course

Duration: 30 Hours

Enrolled: 100

Offered by: infyni

Live Course

$181

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About Course

Artificial intelligence (AI) is the ability of a computer program or a machine to think and learn. Experts claim AI is the Next Industrial Revolution bringing in changes.With every massive change it’s important that children are provided the right education to become ready for an AI Future. Course makes you an innovator and you can build useful apps, entertaining games and create other innovations using AI. Your learning will get reinforced through hands-on lab session. We also have tucked in Session Recordings ,Quizzes, Assignments, and Projects so you get a complete learning support resources throughout the course.

  • Topics
  • Instructor (1)
1 Module1: Artificial intelligence (AI)
  • AI: Application areas
  • AI Basics
  • Neural Network Basics (Perceptron and MLP, FFN, Backpropagation
  • Practice assignment
  • Introduction to Neural Networks
  • Single layer neural network
  • Multiple layer Neural network
  • Back propagation Algorithm
  • Neural Networks implementation in Python
  • Installation of Keras
  • Deep Learning Concepts like Neural Networks
  • Searching for images: A case study in deep learning
  • Learning very non-linear features with neural networks
  • Application of deep learning to computer vision
  • Deep learning performance
  • Demo of deep learning model
  • Deep learning ML block diagram
  • CNN/RNN
    Building A chat bot with NLP
  • Introduction to Data Science, ML, DL & AI - why is it so important?
  • Applications of Data science across industries
  • Business problems – Analytics scenarios
  • Analytics Industry in India, Job Market & Top Skills
  • Data Scientist Toolbox, Tool of choice- Python: what & why?
  • Introduction to Python
    Installation of Python framework and packages: Anaconda and pip
  • Working with Jupyter Notebooks
  • Creating Python variables: Numeric, string and logical operations
  • Practice Assignments
    Operations & Functions in Python
  • Writing for loops in Python
  • List & Dictionary Comprehension
    Numerical Summary of Data
  • Summarizing numeric data and categorical data in pandas
  • Need for visual summary
  • Introduction to Seaborn

...
Dr. Suresh Kumar
About Instructor

Innovative, Research Oriented, Quality Minded and result oriented Disruptive Data Scientist with 26+ years of experience executing data-driven analytical solutions to increase efficiency, accuracy and utility of internal data processing. Master in Experiential Learning methodology. Experienced at creating predictive data models, BeSpoke ML/DL algorithms for efficient AI and analyzing data mining algorithms to deliver insights and implement action-oriented solutions to complex business problems

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