Data Science Mastery: Complete Data Science Bootcamp 2025

 

Data Science Mastery: Complete Data Science Bootcamp 2025 - Learn Data Science from Scratch: Build, Analyze, and Deploy AI-Powered Solutions

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What you'll learn

• Understand Data Science Workflow: Master the end-to-end data science lifecycle, from data collection to model deployment.
• Data Collection Techniques: Learn to gather data from APIs, databases, and web scraping.
• Data Preprocessing: Clean and preprocess raw data for analysis and modeling.
• Exploratory Data Analysis (EDA): Uncover patterns and trends in datasets using visualization tools.
• Feature Engineering: Create and optimize features to improve model performance.
• Machine Learning Models: Build regression, classification, and clustering models using scikit-learn.
• Deep Learning Techniques: Train neural networks with TensorFlow and PyTorch.
• Model Deployment: Serve AI models using Flask, FastAPI, and Docker.
• Big Data Handling: Work with large datasets using tools like Hadoop and Spark.
• Ethical AI Practices: Understand data privacy, bias mitigation, and AI governance.