{"id":20172235,"url":"https://github.com/aqafridi/data-analytics-specialization","last_synced_at":"2025-09-21T16:30:49.837Z","repository":{"id":179672314,"uuid":"384567484","full_name":"aqafridi/Data-Analytics-Specialization","owner":"aqafridi","description":"In this Specialization of Data Analytics we will use systematic computational analysis of data or statistics using Python. 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Notebook","readme":"# Data-Analytics Courses:\n## Python for Data Science, AI \u0026 Development\n\n* [**Python Basics**](https://github.com/aqafridi/Data-Analytics/tree/main/Python%20for%20Data%20Science%2C%20AI%20%26%20Development/1.%20Python%20Basics)\n* [**Python Data Structures**](https://github.com/aqafridi/Data-Analytics/tree/main/Python%20for%20Data%20Science%2C%20AI%20%26%20Development/2.%20Python%20Data%20Structures)\n* [**Python Programming Fundamentals**](https://github.com/aqafridi/Data-Analytics/tree/main/Python%20for%20Data%20Science%2C%20AI%20%26%20Development/3.%20Python%20Programming%20Fundamentals)\n* [**Working with Data in Python**](https://github.com/aqafridi/Data-Analytics/tree/main/Python%20for%20Data%20Science%2C%20AI%20%26%20Development/4.%20Working%20with%20Data%20in%20Python)\n* [**APIs, and Data Collection**](https://github.com/aqafridi/Data-Analytics/tree/main/Python%20for%20Data%20Science%2C%20AI%20%26%20Development/5.%20APIs%2C%20and%20Data%20Collection)\n\n## Python Project for Data Science\n* [**Intro to Web Scraping Using BeautifulSoup**](https://github.com/aqafridi/Data-Analytics/blob/main/Python%20Project%20for%20Data%20Science/WebScraping_Review_Lab.ipynb)\n* [**Extracting Stock Data Using a Python Library**](https://github.com/aqafridi/Data-Analytics/blob/main/Python%20Project%20for%20Data%20Science/Final_Assignment_Library_Stocks_Prices.ipynb)\n* [**Extracting Stock Data Using Web Scraping**](https://github.com/aqafridi/Data-Analytics/blob/main/Python%20Project%20for%20Data%20Science/Final%20Assignment_Webscraping_Stocks_Prices.ipynb)\n* [**Extracting_and_Visualizing_Stock_Data_Final_Assignment**](https://github.com/aqafridi/Data-Analytics/blob/main/Python%20Project%20for%20Data%20Science/Extracting_and_Visualizing_Stock_Data_Final_Assignment.ipynb)\n\n\n## Databases and SQL for Data Science with Python\n* [**Getting Started with SQL**](https://github.com/aqafridi/Data-Analytics/tree/main/Databases%20and%20SQL%20for%20Data%20Science%20with%20Python)\n* [**Introduction to Relational Databases and Tables**](https://github.com/aqafridi/Data-Analytics/tree/main/Databases%20and%20SQL%20for%20Data%20Science%20with%20Python)\n* [**Intermediate SQL**](https://github.com/aqafridi/Data-Analytics/tree/main/Databases%20and%20SQL%20for%20Data%20Science%20with%20Python)\n* [**Accessing Databases using Python**](https://github.com/aqafridi/Data-Analytics/tree/main/Databases%20and%20SQL%20for%20Data%20Science%20with%20Python)\n* [**Course Assignment**](https://github.com/aqafridi/Data-Analytics/tree/main/Databases%20and%20SQL%20for%20Data%20Science%20with%20Python)\n\n## Data Analysis with Python\n* [**Lab 1: Importing Datasets**](https://github.com/aqafridi/Data-Analytics/blob/main/Data%20Analysis%20with%20Python/review-introduction.ipynb)\n* [**Lab 2: Data Wrangling**](https://github.com/aqafridi/Data-Analytics/blob/main/Data%20Analysis%20with%20Python/data-wrangling.ipynb)\n* [**Lab 3: Exploratory Data Analysis**](https://github.com/aqafridi/Data-Analytics/blob/main/Data%20Analysis%20with%20Python/exploratory-data-analysis.ipynb)\n* [**Lab 4: Model Development**](https://github.com/aqafridi/Data-Analytics/blob/main/Data%20Analysis%20with%20Python/model-development.ipynb)\n* [**Lab 5: Model Evaluation and Refinement**](https://github.com/aqafridi/Data-Analytics/blob/main/Data%20Analysis%20with%20Python/model-evaluation-and-refinement.ipynb)\n* [**House Sales in King County, USA**](https://github.com/aqafridi/Data-Analytics/blob/main/Data%20Analysis%20with%20Python/House_Sales_in_King_Count_USA.ipynb)\n\n## Data Visualization with Python\n* [**Introduction to Data Visualization**](https://github.com/aqafridi/Data-Analytics/tree/main/Data%20Visualization%20with%20Python)\n* [**Visualization Tools**](https://github.com/aqafridi/Data-Analytics/tree/main/Data%20Visualization%20with%20Python)\n* [**Visualizing Geospatial Data**](https://github.com/aqafridi/Data-Analytics/tree/main/Data%20Visualization%20with%20Python)\n* [**Dashboards with Plotly and Dash**](https://github.com/aqafridi/Data-Analytics/tree/main/Data%20Visualization%20with%20Python)\n\n\n## IBM Data Analyst Capstone Project\n* [**Data Collection**](https://github.com/aqafridi/Data-Analytics/tree/main/IBM%20Data%20Analyst%20Capstone%20Project/1.%20Data%20Collection)\n* [**Data Wrangling**](https://github.com/aqafridi/Data-Analytics/tree/main/IBM%20Data%20Analyst%20Capstone%20Project/2.%20Data%20Wrangling)\n* [**Exploratory Data Analysis**](https://github.com/aqafridi/Data-Analytics/tree/main/IBM%20Data%20Analyst%20Capstone%20Project/3.%20Exploratory%20Data%20Analysis)\n* [**Data Visualization**](https://github.com/aqafridi/Data-Analytics/tree/main/IBM%20Data%20Analyst%20Capstone%20Project/4.%20Data%20Visualization)\n* [**Building A Dashboard**](https://github.com/aqafridi/Data-Analytics/tree/main/IBM%20Data%20Analyst%20Capstone%20Project/5.%20Building%20A%20Dashboard)\n* [**Present Findings**](https://github.com/aqafridi/Data-Analytics/tree/main/IBM%20Data%20Analyst%20Capstone%20Project/6.%20Present%20Findings)\n\n\n## Professional Certificate\n![IBM Data Analyst Professional Certificate](https://github.com/aqafridi/Data-Analytics/blob/main/images/IBM%20Data%20Analyst%20Professional%20Certificate.jpg)\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faqafridi%2Fdata-analytics-specialization","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faqafridi%2Fdata-analytics-specialization","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faqafridi%2Fdata-analytics-specialization/lists"}