Free Course Machine Learning, Data Science and Deep Learning with Python 2020 - KING OF EXCEL

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Saturday, October 3, 2020

Free Course Machine Learning, Data Science and Deep Learning with Python 2020

 

Free Course Machine Learning, Data Science and Deep Learning with Python 2020

Udemy: https://www.udemy.com/course/data-science-and-machine-learning-with-python-hands-on/

GOOGLE DRIVE

  • Deep Learning / Neural Networks (MLP’s, CNN’s, RNN’s) with TensorFlow and Keras
  • Data Visualization in Python with MatPlotLib and Seaborn
  • Transfer Learning
  • Sentiment analysis
  • Image recognition and classification
  • Regression analysis
  • K-Means Clustering
  • Principal Component Analysis
  • Train/Test and cross validation
  • Bayesian Methods
  • Decision Trees and Random Forests
  • Multiple Regression
  • Multi-Level Models
  • Support Vector Machines
  • Reinforcement Learning
  • Collaborative Filtering
  • K-Nearest Neighbor
  • Bias/Variance Tradeoff
  • Ensemble Learning
  • Term Frequency / Inverse Document Frequency
  • Experimental Design and A/B Tests
  • Feature Engineering
  • Hyperparameter Tuning
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