Data Science & Analytics: From Data to Insights
Introduction to Data Science and Analytics
Data Science & Analytics: From Data to Insights
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Lesson Topics:
Learn to analyze and interpret data using Python, R, and SQL, and build machine learning models for data-driven insights.
Introduction to Data Science and Analytics
Video - 10:54 mins
Data Collection and Cleaning
Video - 5:09 mins
Python for Data Science
Reading
R for Statistical Analysis
Reading
SQL for Data Manipulation
Reading
Machine Learning Fundamentals
Reading
Data Visualization Techniques
Reading
Predictive Analytics and Model Evaluation
Reading
Big Data and Cloud Analytics
Reading
Final Project: End-to-End Data Science Workflow
Reading
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Course Info
Overview of data science and its role in modern businesses.
Key concepts in data analytics and data-driven decision-making.
Understanding the data science process from collection to analysis.
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