Udemy-Python-for-Data-Analysis

Online course with Jose Portilla on learning Python for Data Analysis and Visualization using Pandas, NumPy, SciKit, Seaborn, etc.

##By the end of this course you will:

Have an understanding of how to program in Python.
Know how to create and manipulate arrays using numpy and Python.
Know how to use pandas to create and analyze data sets.
Know how to use matplotlib and seaborn libraries to create beautiful data visualization.
Have an amazing portfolio of example python data analysis projects!
Have an understanding of Machine Learning and SciKit Learn!

##See Projects Folder to see the skills in action on real data!

Name		Name	Last commit message	Last commit date
Latest commit History 33 Commits
Machine-Learning		Machine-Learning
Projects		Projects
Lecture 22 - Summary Statistics.ipynb		Lecture 22 - Summary Statistics.ipynb
Lecture 24 - Index Hierarchy.ipynb		Lecture 24 - Index Hierarchy.ipynb
Lecture 25 - Reading and Writing Text Files.ipynb		Lecture 25 - Reading and Writing Text Files.ipynb
Lecture 27 - HTML with Python.ipynb		Lecture 27 - HTML with Python.ipynb
Lecture 34 - Pivoting.ipynb		Lecture 34 - Pivoting.ipynb
Lecture 39 - Binning.ipynb		Lecture 39 - Binning.ipynb
Lecture 41 - Permutation.ipynb		Lecture 41 - Permutation.ipynb
Lecture 42 - Groupby on DataFrames.ipynb		Lecture 42 - Groupby on DataFrames.ipynb
Lecture 43 - Groupby on Dict and Series.ipynb		Lecture 43 - Groupby on Dict and Series.ipynb
Lecture 44 - Aggregation.ipynb		Lecture 44 - Aggregation.ipynb
Lecture 45 - Split, Apply, Combine.ipynb		Lecture 45 - Split, Apply, Combine.ipynb
Lecture 48 - Histograms.ipynb		Lecture 48 - Histograms.ipynb
Lecture 49 - Kernel Density Estimation Plots.ipynb		Lecture 49 - Kernel Density Estimation Plots.ipynb
Lecture 51 - Box and Violin Plots.ipynb		Lecture 51 - Box and Violin Plots.ipynb
Lecture 52 - Regression Plots.ipynb		Lecture 52 - Regression Plots.ipynb
Lecture 53 - Heatmaps and Clustered Matrices.ipynb		Lecture 53 - Heatmaps and Clustered Matrices.ipynb
README.md		README.md

maielld1/Udemy-Python-for-Data-Analysis