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ML Maths

What is hypothesis function and testing

December 3, 2023November 26, 2023 by Team EasyExamNotes

Hypothesis functions In machine learning, a hypothesis function is a mathematical function or model that maps input data to output predictions. It is the foundation … Read more

What is Central Tendency in Statistics

December 3, 2023November 25, 2023 by Team EasyExamNotes

In mathematics and statistics, central tendency refers to the measure that represents the central or average value of a set of numbers. There are three … Read more

Statistics and linear algebra for machine learning

December 3, 2023November 25, 2023 by Team EasyExamNotes

Statistics: 1. Descriptive Statistics: 2. Inferential Statistics: 3. Statistical Learning: 4. Sampling Techniques: Linear Algebra: 1. Vectors and Matrices: 2. Matrix Operations: 3. Eigenvalues and … Read more

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Machine Learning

  • Inroduction
    • What is Machine Learning ?
    • Types of Machine Learning ?
    • Applications of Machine Learning
  • Data Preprocessing
    • Data Cleaning
    • Handling Missing Data
    • Feature Scaling
  • Supervised Learning
  • Recurrent neural network
  • Long short-term memory (LSTM) networks
  • Support Vector Machines
  • Neural Network in Machine Learning
  • Machine Learning works on which type of data ?
  • Machine Learning Scope and Limitations
  • What is target variable and independent variable in machine learning
  • What is Regression in Machine learning
  • What is Linear Regression in Machine Learning
  • Name some popular machine learning libraries.
  • Normalizing Data Sets in Machine Learning
  • Statistics and linear algebra for machine learning
  • What is Central Tendency in Statistics
  • Finding Machine Learning Datasets
  • Explain computer vision with an appropriate example
  • Explain Reinformcement learning with an appropriate exaple
  • Reinforcement Learning Framework
  • Machine learning models
  • Data augmentation
  • What is training data in Machine learning
  • Data Preprocessing
  • Normalizing Data Sets in Machine Learning
  • Which python libraries are used to load the dataset ?
  • How to implement Convolutional neural network in Python
  • Convolutional neural network
  • Machine learning algorithms for Big data
  • Top Neural Network APIs for Python: TensorFlow, PyTorch, Keras, and More
  • How to implement Convolutional neural network in Python
  • What does it mean to train a model on a dataset ?
  • Name some popular machine learning libraries.