Python Data Analysis Project: From Raw Data to Decision Tree
Dive into practical Python data analysis, guiding you from raw data manipulation to the mastery of decision trees
4.29 (19 reviews)
6,843
students
2.5 hours
content
Mar 2024
last update
$19.99
regular price
What you will learn
Data Processing and Importing: Learn to handle and import raw data efficiently using Python.
Exploratory Data Analysis (EDA): Master the art of exploratory data analysis, gaining insights into patterns, trends, and outliers within the data.
Data Splitting and Model Evaluation: Understand the importance of data splitting for model training and evaluation.
Hyperparameter Tuning: Explore techniques for optimizing model performance through hyperparameter tuning.
Decision Tree Theory and Implementation: Grasp the foundational concepts of decision trees in machine learning.
Graph Visualization and Decision Tree Interpretation: Install and utilize Graphviz for visualizing decision trees.
Real-World Project Application: Apply acquired skills in a real-world data science project.
Practical Python Coding Skills: Develop hands-on coding proficiency in Python, specifically tailored for data analysis and machine learning.
5633200
udemy ID
10/29/2023
course created date
11/1/2023
course indexed date
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