1-Month Data Science Internship

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1-Month Data Science Internship Program

Week 1: Introduction to Data Science

• Welcome and Orientation
• Overview of Data Science and its importance
• Tools and software to be used during the internship
• Data Science Fundamentals: data types, structures, and statistical concepts
• Data collection methods

Week 2: Data Cleaning and Preprocessing

• Handling missing values
• Data transformation techniques
• Data normalization and standardization
• Introduction to Python for Data Science
• Basic Python programming concepts
• Libraries for Data Science: NumPy, Pandas

Week 3: Exploratory Data Science (EDA)

• Data visualization techniques
• Machine Learning Basics
• Using Pandas and Matplotlib for EDA
• Introduction to SQL: Basic SQL queries and data manipulation

Week 4: Final Project With codec technologies developers