Added outline and statistical distribution image

2 files changed, 47 insertions, 0 deletions

diff --git a/tutorials/module_4/4.0 Outline.md b/tutorials/module_4/4.0 Outline.md
new file mode 100644
index 0000000..f847484
--- /dev/null
+++ b/tutorials/module_4/4.0 Outline.md
@@ -0,0 +1,47 @@
+# Module 4: Outline
+
+1. Introduction to Data and Scientific Datasets
+	a. What is scientfic data
+	b. Data Processing flow work
+	c. Intro to Pandas
+		d. Manipulating data frames
+	e. Problem: Create a daraframe from Numpy arrays
+
+2. Interpreting Data
+	a. Understanding your data
+	b. Purpose
+	c. Composition
+	d. Color
+	e. Problem 1: Composing or fixing a plot
+	f. Data don't lie
+	g. Problem 2: Misleading plots
+
+3. Importing, Exporting and Managing Data
+	a. File types
+	b. Importing spreadsheets with pandas
+	c. Handling header, units and metadata
+	d. Writing and editing data in pandas
+	e. Problem: Importing time stamped data
+
+4. Statistical Analysis
+	a. Engineering Models
+	b. Statistics Review
+	c. Statistics function in python (Numpy and Pandas describe)
+	d. Statistical Distributions
+	e. Spectrocopy (basics) 
+	f. Problem: Statistical tools in Spectroscopy readings
+
+5. Statistical Analysis
+	a. Linear Square Regression and Line of Best Fit
+		b. Linear
+		c. Exponential and Power functions
+		d. Polynomial**m 2:** From the DataFrame, add a
+		e. Using scipy
+		f. How well did we do? (R and R^2)
+	g. Extrapolation
+	h. Moving average
+
+6. Data Filtering and Signal Processing
+	
+7. Data Visualization and Presentation
+	a. Problem: Using pandas to plot spectroscopy data from raw data.
\ No newline at end of file
diff --git a/tutorials/module_4/image_1761513820040.png b/tutorials/module_4/image_1761513820040.png
new file mode 100644
index 0000000..40e32b3
--- /dev/null
+++ b/tutorials/module_4/image_1761513820040.png