# Lecture Examples

📗 Lecture 1 Examples


📗 Lecture 2 Examples




See Lecture 2 Part 2 Video: Link

📗 Relavent videos from 2019
Example (Quiz): Perceptron update formula Link
Example (Quiz): Gradient descent for logistic activation with squared error Link
Example (Homework): Gradient descent for linear regression Link

# Lecture Quizzes

📗 Lecture 1 Quizzes


📗 Lecture 2 Quizzes

# Annotated Lecture Slides

📗 The handwriting is really bad, you should copy down your notes from the lecture videos instead of using these. Also, the BBCU slides do not contain all materials, please use with caution.
Lecture 1 BBCU Annotated: Link
Lecture 2 BBCU Annotated: Link
Lecture 1 Pre-recorded Annotated: Link
Lecture 2 Pre-recorded Annotated: Link

# Unused Examples

# Perceptron Example

Separable 10 Points Separable 100 Points Separable 1000 Points Load Data

1 Step 10 Step 100 Step 

# Logistic Regression Example

Separable 10 Points Separable 100 Points Separable 1000 Points Load Data

1 Step 10 Step 100 Step