AI Routemap

Module 1: Introduction to Python
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  • Installing Python
  • Variable and Data Types
  • Lists
  • Dictionaries
  • If Statements
  • Loops
  • Functions
  • Classes
  • File Handling

Module 2: Python Libraries
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  • Numpy
  • Scipy
  • Matplotlib
  • Pandas
  • Seaborn

Module 3: Exploratory Data Analysis
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  • Preparation of dataset
  • Transformation of dataset

Module 4: Introduction to AI
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  • History Of AI
  • Domains of AI
  • Real Worlds Examples of AI

Module 5: Supervised Learning
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  • Linear Regression
  • Classification

Module 6: Unsupervised Learning
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  • Data Clustering
  • Association

Module 7: Mathematics for ML and DL
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  • Linear Algebra
  • Statistics
  • Multi Derivative Calculus

Module 7: Deep Learning
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  • Neural Networks
  • CNN
  • RNN