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Machine Learning

Machine Learning course will make you an expert in machine learning. You'll master machine learning concepts and techniques including supervised and unsupervised learning, mathematical and hands-on modeling to develop algorithms and prepare you for the role of a Machine Learning Engineer/Data-Scientist.

Machine Learning Course Overview

There is an increasing demand for skilled machine learning engineers across all industries. We recommend this Machine Learning training course for the following professionals.

Machine Learning Course Curriculum

  • Python Programming Overview
    1. Python Basics
    2. Python Operators
    3. Python Flow-Control
    4. Python Functions
    5. Python OOPs
  • Python Libraries for Machine Learning
    1. Python pandas
    2. Python numpy
    3. Python matplotlib
    4. Python seaborn
    5. Python sklearn
  • Machine Learning
    1. Machine Learning Introduction
    2. Basics of Machine Learning
    3. Supervised Learning
      1. Simple Linear Regression
      2. Multiple Linear Regression
      3. Classification
      4. Logistic Regression
      5. Support Vector Machine
      6. Decision Tree
      7. Random Forest
      8. Naïve Bayes Classifier
      9. KNN(K-Nearest Neighbors)
    4. Un-Supervised Learning
      1. Clustering
      2. K-means Clustering
  • Deep Learning
    1. TensorFlow
    2. Keras
    3. Neural Network
      1. Artificial Neural Network
      2. Convolution Neural Network
      3. Recurrent Neural Network
  • Text Analytics

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Machine Learning Projects

  • Credit card fraud detection Machine Learning Project
  • New car sales prediction Machine Learning Project
  • Loan and Insurance Prediction Machine Learning Project
  • Iris Flowers Classification Machine Learning Project
  • BigMart Sales Prediction Machine Learning Project
  • Sales Forecasting using Walmart Dataset Machine Learning Project
  • Stock Prices Predictor Machine Learning Project
  • MNIST Handwritten Digit Classification Machine Learning Project
  • Stock Prices Predictor Machine Learning Project
  • Taxi Fair Prediction Machine Learning Project
  • Robot Processing Automation
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