IBM-Data-Science-Professional-Certificate-Program

The program consists of 9 online courses that provides with the latest job-ready tools and skills, including open source tools and libraries, Python, databases, SQL, data visualization, data analysis, statistical analysis, predictive modeling, and machine learning algorithms. Learning data science through hands-on practice in the IBM Cloud using real data science tools and real-world data sets.

Name		Name	Last commit message	Last commit date
Latest commit History 84 Commits
1D Numpy in Python.ipynb		1D Numpy in Python.ipynb
2D Numpy in Python.ipynb		2D Numpy in Python.ipynb
Access DB2 on Cloud using Python.ipynb		Access DB2 on Cloud using Python.ipynb
Access Databases with SQL Magic.ipynb		Access Databases with SQL Magic.ipynb
Analyze House Sales in King County, USA.ipynb		Analyze House Sales in King County, USA.ipynb
Analyze US Economic Data.ipynb		Analyze US Economic Data.ipynb
Analyze a real world data-set with SQL and Python.ipynb		Analyze a real world data-set with SQL and Python.ipynb
Application Programming Interface.ipynb		Application Programming Interface.ipynb
Area Plots, Histograms, and Bar Plots.ipynb		Area Plots, Histograms, and Bar Plots.ipynb
COVID-19 in OC Analysis.ipynb		COVID-19 in OC Analysis.ipynb
Classes and Objects in Python.ipynb		Classes and Objects in Python.ipynb
Classification with Python.ipynb		Classification with Python.ipynb
Collaborative Filtering.ipynb		Collaborative Filtering.ipynb
Conditions in Python.ipynb		Conditions in Python.ipynb
Connect to Db2 database on Cloud using Python.ipynb		Connect to Db2 database on Cloud using Python.ipynb
Content-based Filtering.ipynb		Content-based Filtering.ipynb
Data Analysis with Python Introduction.ipynb		Data Analysis with Python Introduction.ipynb
Data Visualization with Python Assignment.ipynb		Data Visualization with Python Assignment.ipynb
Data Wrangling.ipynb		Data Wrangling.ipynb
Decision Trees.ipynb		Decision Trees.ipynb
Density-Based Clustering.ipynb		Density-Based Clustering.ipynb
Dictionaries in Python.ipynb		Dictionaries in Python.ipynb
Exploratory Data Analysis.ipynb		Exploratory Data Analysis.ipynb
Functions in Python.ipynb		Functions in Python.ipynb
Generating Maps with Python.ipynb		Generating Maps with Python.ipynb
Hierarchical Clustering.ipynb		Hierarchical Clustering.ipynb
Introduction to Matplotlib and Line Plots.ipynb		Introduction to Matplotlib and Line Plots.ipynb
K-Means Clustering.ipynb		K-Means Clustering.ipynb
K-Nearest Neighbors.ipynb		K-Nearest Neighbors.ipynb
Lists in Python.ipynb		Lists in Python.ipynb
Logistic Regression with Python.ipynb		Logistic Regression with Python.ipynb
Loops in Python.ipynb		Loops in Python.ipynb
Machine Learning Final Assignment.ipynb		Machine Learning Final Assignment.ipynb
Model Development.ipynb		Model Development.ipynb
Model Evaluation and Refinement.ipynb		Model Evaluation and Refinement.ipynb
Multiple Linear Regression.ipynb		Multiple Linear Regression.ipynb
Non Linear Regression Analysis.ipynb		Non Linear Regression Analysis.ipynb
Notebook for Peer Assignment.ipynb		Notebook for Peer Assignment.ipynb
Pie Charts, Box Plots, Scatter Plots, Bubble Plots.ipynb		Pie Charts, Box Plots, Scatter Plots, Bubble Plots.ipynb
Polynomial Regression.ipynb		Polynomial Regression.ipynb
README.md		README.md
Reading Files in Python.ipynb		Reading Files in Python.ipynb
SVM (Support Vector Machines).ipynb		SVM (Support Vector Machines).ipynb
Segmenting and Clustering Neighborhoods in NYC.ipynb		Segmenting and Clustering Neighborhoods in NYC.ipynb
Segmenting and Clustering Neighborhoods in Toronto.ipynb		Segmenting and Clustering Neighborhoods in Toronto.ipynb
Sets in Python.ipynb		Sets in Python.ipynb
Simple Linear Regression.ipynb		Simple Linear Regression.ipynb
String Operations.ipynb		String Operations.ipynb
Tuples in Python.ipynb		Tuples in Python.ipynb
Using API for Language Translation.ipynb		Using API for Language Translation.ipynb
Using FourSquare API with Python.ipynb		Using FourSquare API with Python.ipynb
Waffle Charts, Word Clouds, and Regression Plots.ipynb		Waffle Charts, Word Clouds, and Regression Plots.ipynb
Work with a real world data-set using SQL & Python.ipynb		Work with a real world data-set using SQL & Python.ipynb
Write and Save Files in Python.ipynb		Write and Save Files in Python.ipynb
Writing Your First Python Code.ipynb		Writing Your First Python Code.ipynb
_config.yml		_config.yml
index.html		index.html

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