What is the Machine Learning Process? [8 Steps you need to follow]
Learn about all the steps and tasks in the Machine Learning process 2020. We start by explaining what is machine learning and the we go through all the steps you need to follow. We explain all the tasks within each step and also show practical examples using Python.
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Overview:
• What is Machine Learning?
• What is the Machine Learning Process?
• What is Problem Formulation Phase?
• Gathering the Raw Data
• What is Data Preprocessing?
o What is EDA?
• Splitting the Raw Data
• Machine Learning Model Selection
o Training your ML Model
• Machine Learning Model Evaluation
• Machine Learning Hyper Parameter Tuning
• Final Model
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FREE TUTORIALS:
How to download and install Python through Anaconda:
• How to Download PYTHON for FREE
Numpy Tutorial:
• NumPy Python Tutorial for Machine Lea...
Pandas Tutorial:
• Pandas Tutorial for Data Analysis - P...
Joins / Merges Tutorial:
• Python Pandas Join Dataframes - Part 1
MatPlotLib Tutorial:
• MatPlotLib Python Tutorial in Jupyter...
Seaborn Tutorial:
• Seaborn Python Tutorial - Part 1
Machine Learning – Linear Regression Tutorial:
• How to Run Linear Regression in Pytho...
Machine Learning – Logistic Regression Tutorial:
• Logistic Regression SKLearn – Machine...
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