DATA ANALYSIS IN PYTHON (level 1) Course Information Categories: python Exclusively Discounted KSh2,999.00 3 months of access Introduction to Python What is Python? Python Applications Python cons and pros in data analysis Getting Started with Python Installation- Anaconda New Lesson Choosing an IDE- Spyder/Jupiter Getting help in Python Basic computations Python Data Structures Data types Lists,Tuples & Dictionaries Range, Sets and Series Array & Matrices Data Frames Basic Functions Subseting/Slicing Objects Subseting Lists & Arrays Subseting Matrices & Data frames Operating Objects Split_Apply_Combine Functions Array & Matrix Division Data Working with built-in datasets Importing data with pandas (CSV,txt, STATA, SAS,SPSS) Cleaning data Data wrangling Exporting data Data Visualization (Matplotlib & Seaborn) Visualizing Statistical relationships Plotting with categorical data Visualizing dataset distribution Visualizing linear relationships Building structure multi-plot grids Plot aesthetics Data Aggregation and Group Operations GroupBy Mechanics Data Summaries Group-wise Operations and Transformations Pivot Tables and Cross-Tabulation Exploratory Data Analysis Measure of central tendencies Measures of Variability Measures of Shape Inferential Data Analysis Correlation Analysis (Spearman & Pearson) Regression Analysis ANOVA Non Parametric Tests.
