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1
Introduction to Python Programming (00:00)
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Sesi 1
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Sesi 2
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Sesi 3
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Sesi 4
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Sesi 5
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Sesi 6
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Sesi 7
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Sesi 8
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2
Introduction to Data Science (00:00)
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Introduction to Data Science
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Data Manipulation with Pandas
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Data Visualization with Matplotlib
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Geospatial Data Visualization with Folium
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3
Statistics for Data Science (00:00)
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Descriptive Statistics
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Inferential Statistics
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4
Machine Learning Basics (00:00)
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Introduction to Machine Learning
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Supervised Machine Learning
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Unsupervised Machine Learning
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Clustering
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Principal Component Analysis
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Feature Engineering
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5
Time Series Analysis (00:00)
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Time Series Data Handling
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Time Series Visualization
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Time Series Forecasting
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6
Deep Learning Fundamentals (00:00)
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Introduction to Deep Learning
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TensorFlow Basics
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Neural Networks
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Convolutional Neural Networks
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Recurrent Neural Networks
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7
Deployment with Flask and Streamlit (00:00)
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Building Web Applications with Flask
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Building Interactive Web Apps with Streamlit
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8
Model Deployment and NLP with Hugging Face (00:00)
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Model Deployment
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Natural Language Processing with Hugging Face
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