The Complete Data Science and Machine Learning using Python

The Complete Data Science and Machine Learning using Python

The Complete Data Science and Machine Learning using Python
The Complete Data Science and Machine Learning using Python, Learn Data Science 2019, Machine Learning, Python, Maths, Statistics, Deep Learning, Keras, Tensorflow, Visualization
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Created by Jitesh Khurkhuriya
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What you'll learn
  • Complete Data Science skillset required to be a Data Scientist with all the advance concepts
  • Python Programming from "Hello World" to advance as required for Data Science and Machine Learning
  • Detailed Mathematics for Data Science and Machine Learning. From basics of Algebra to double and Partial derivatives.
  • Basic and Advanced Statistics including, Descriptive and Inferential Statistics.
  • Data visualization with all the necessary charts and plots
  • Data Processing using Pandas and ScikitLearn
  • Simple and Multiple Linear Regression with all its parameters and assumptions
  • Solve a Kaggle project and see how to achieve top 1 percentile
  • Learn various classification algorithms such as Logistic Regression, Decision Tree, Random Forest, Support Vector Machines
  • Complete understanding of deep learning using Keras and Tensorflow
  • Feature Selection and Dimensionality Reduction
  • Requirements
  • No prerequisites. I will teach right from "Hello world" in Python to Advanced Deep Learning
  • Passion to deal with data analysis

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