├── 1.What is Data Science ├── Week 1 Defining Data Science and What Data Scientists Do │ ├── Quiz Data Science The Sexiest Job in the 21st Century.pdf │ └── Quiz What Makes Someone a Data Scientist.pdf ├── Week 2 Data Science Topics │ ├── Quiz Data Mining.pdf │ └── Quiz Regression.pdf └── Week 3 Data Science in Business │ ├── Final Assignment.pdf │ ├── Final Exam.pdf │ ├── Quiz The Final Deliverable.pdf │ └── Quiz The Report Structure.pdf ├── 10.Applied_Data_Science_Capstone ├── Week 1 Introduction │ ├── .ipynb_checkpoints │ │ ├── Data Collection with Web Scraping-checkpoint.ipynb │ │ ├── Lab 1 ( Data Collection Api )-checkpoint.ipynb │ │ └── Lab 2 ( Data wrangling )-checkpoint.ipynb │ ├── Data Collection Api .ipynb │ ├── Data Collection with Web Scraping.ipynb │ ├── Data wrangling .ipynb │ └── Graded Quiz │ │ ├── Data Collection API with Webscraping Quiz.pdf │ │ └── Data Wrangling Quiz.pdf ├── Week 2 EDA │ ├── .ipynb_checkpoints │ │ ├── EDA with SQL-checkpoint.ipynb │ │ ├── EDA with Visualization-checkpoint.ipynb │ │ └── EDA-checkpoint.ipynb │ ├── EDA with SQL.ipynb │ ├── EDA with Visualization.ipynb │ └── Graded Quiz │ │ ├── Exploratory Data Analysis for Data Visualization.pdf │ │ └── Exploratory Data Analysis using SQL Quiz.pdf ├── Week 3 Interactive Visual Analytics and Dashboard │ ├── .ipynb_checkpoints │ │ └── Interactive Visual Analytics with Folium-checkpoint.ipynb │ ├── Graded Quiz │ │ └── Interactive Visual Analytics and Dashboard Quiz.pdf │ ├── Interactive Visual Analytics with Folium.ipynb │ ├── spacex_dash_app.py │ ├── spacex_launch_dash.csv │ └── spacex_launch_geo.csv ├── Week 4 Predictive Analysis (Classification) │ ├── .ipynb_checkpoints │ │ └── Machine Learning Prediction-checkpoint.ipynb │ ├── Graded Quiz │ │ └── Predictive Analysisis.pdf │ └── Machine Learning Prediction.ipynb └── Week 5 Present Your Data-Driven Insights │ └── Data Science Journey.pptx ├── 2.Tools for Data Science ├── Week 1 Data Scientist's Toolkit │ └── Graded Quiz.pdf ├── Week 2 Open Source Tools │ └── Graded Quiz.pdf ├── Week 3 IBM Tools for Data Science │ └── Graded Quiz.pdf └── Week 4 Final Assignment │ ├── Assignment.ipynb │ └── Final Exam.pdf ├── 3.Data Science Methodology ├── Week 1 From Problem to Approach and From Requirements to Collection │ ├── From Problem to Approach Quiz.pdf │ └── From Requirements to Collection Quiz.pdf ├── Week 2 From Understanding to Preparation and From Modeling to Evaluation │ ├── From Modeling to Evaluation Quiz.pdf │ └── From Understanding to Preparation Quiz.pdf └── Week 3 From Deployment to Feedback │ ├── Assignment.pdf │ └── From Deployment to Feedback Quiz.pdf ├── 4.Python for Data Science, AI & Development ├── Week 1 Python Basics │ └── Graded Quiz.pdf ├── Week 2 Python Data Structures │ └── Graded Quiz.pdf ├── Week 3 Python Programming Fundamentals │ └── Graded Quiz.pdf ├── Week 4 Working with Data in Python │ └── Graded Quiz.pdf └── Week 5 APIs, and Data Collection │ ├── Final Exam.pdf │ └── Graded Quiz.pdf ├── 5.Python Project for Data Science └── Week 1 Crowdsourcing Short squeeze Dashboard │ ├── Final Assignment.ipynb │ ├── Lab Extracting Stock Data Using a Python Library.ipynb │ ├── Lab Intro to Web Scraping Using BeautifulSoup .ipynb │ └── Quiz Extracting Stock Data Using a Python Library.pdf ├── 6.Databases and SQL for Data Science with Python ├── Week 1 Getting Started with SQL │ └── Graded Quiz Basic SQL.pdf ├── Week 2 Introduction to Relational Databases and Tables │ └── Graded Quiz Relational DB Concepts and Tables.pdf ├── Week 3 Intermediate SQL │ └── Graded Quiz Functions, Sub-Queries, Multiple Tables.pdf ├── Week 4 Accessing Databases using Python │ └── Graded Quiz Database access from Python.pdf └── Week 5 Course Assignment │ ├── Final Assignment.ipynb │ └── Final Exam.pdf ├── 7.Data Analysis with Python ├── Week 1 Importing Datasets │ ├── Graded Quiz Importing Datasets.pdf │ └── Graded Quiz Model Development.pdf ├── Week 2 Data Wrangling │ └── Graded Quiz Data Wrangling.pdf ├── Week 3 Exploratory Data Analysis │ └── Graded Quiz Exploratory Data Analysis.pdf ├── Week 5 Model Evaluation │ └── Graded Quiz Model Refinement.pdf └── Week 6 Final Assignment │ ├── Assignment House Sales in King County USA.ipynb │ └── Final Exam.pdf ├── 8.Data Visualization with Python ├── Week 1 Introduction to Data Visualization Tools │ └── Quiz Introduction to Data Visualization Tools.pdf ├── Week 2 Basic and Specialized Visualization Tools │ ├── Quiz Basic Visualization Tools.pdf │ └── Quiz Specialized Visualization Tools.pdf ├── Week 3 Advanced Visualizations and Geospatial Data │ ├── Quiz Advanced Visualization Tools.pdf │ └── Quiz Visualizing Geospatial Data.pdf ├── Week 4 Creating Dashboards with Plotly and Dash │ └── Graded Quiz.pdf └── Week 5 Final Project │ ├── Final Assignment.py │ └── Final Exam.pdf ├── 9.Machine Learning with Python ├── Week 1 Introduction to Machine Learning │ └── Quiz Intro to Machine Learning.pdf ├── Week 2 Regression │ └── Quiz Regression.pdf ├── 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