Data Science Foundations: Mastering Analytics Essentials
Course Content
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What is Data Science?
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The Data Science Workflow
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Introduction to Analytics
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Introduction to Data Analytics Quiz
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Data Science in Practice
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Introduction to Data Types
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Exploring Data Sources
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Data Collection Techniques
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Data Types and Structures Quiz
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Data Collection Strategy Proposal
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Introduction to Data Cleaning
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Handling Missing Data
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Descriptive Statistics Quiz
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Data Normalization and Standardization
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Data Preprocessing Project
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Introduction to Data Analysis
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Descriptive Statistics
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Introduction to Inferential Statistics
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Quiz on Data Visualization Techniques
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Data Analysis Project: Exploring a Dataset
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Introduction to the Capstone Project
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Selecting a Real-World Problem
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Quiz on Analytics Integration Concepts
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Project Proposal Submission
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Data Acquisition and Cleaning Techniques
