Канал: Adam Gaweda

Knowledge Representation - Intro to Artificial Intelligence

Knowledge Representation - Intro to Artificial Intelligence

Conjunctive Normal Form and Proof by Contradiction - Intro to Artificial Intelligence

Conjunctive Normal Form and Proof by Contradiction - Intro to Artificial Intelligence

Logical Inference and Chaining and a Brief Introduction to Prolog - Intro to Artificial Intelligence

Logical Inference and Chaining and a Brief Introduction to Prolog - Intro to Artificial Intelligence

Logical Agents (Prepositional and First Order Logic) - Intro to Artificial Intelligence

Logical Agents (Prepositional and First Order Logic) - Intro to Artificial Intelligence

Adversarial Search (Minimax with Alpha-Beta Pruning) - Intro to Artificial Intelligence

Adversarial Search (Minimax with Alpha-Beta Pruning) - Intro to Artificial Intelligence

Constraint Satisfaction Problems and Linear Programming - Intro to Artificial Intelligence

Constraint Satisfaction Problems and Linear Programming - Intro to Artificial Intelligence

Ant Colony Optimization & Whale Optimization Algorithm - Intro to Artificial Intelligence

Ant Colony Optimization & Whale Optimization Algorithm - Intro to Artificial Intelligence

Meta-Heuristics (Simulated Annealing / Genetic Algorithms) - Intro to Artificial Intelligence

Meta-Heuristics (Simulated Annealing / Genetic Algorithms) - Intro to Artificial Intelligence

Heuristic Functions - Intro to Artificial Intelligence

Heuristic Functions - Intro to Artificial Intelligence

Informed Search (A* Search Pathfinding) - Intro to Artificial Intelligence

Informed Search (A* Search Pathfinding) - Intro to Artificial Intelligence

Uninformed Search (Iterative Deepening and Bidirectional Search) - Intro to Artificial Intelligence

Uninformed Search (Iterative Deepening and Bidirectional Search) - Intro to Artificial Intelligence

Agents and Environments - Intro to Artificial Intelligence

Agents and Environments - Intro to Artificial Intelligence

Introductions, Intelligence, and Making it Artificial - Intro to Artificial Intelligence

Introductions, Intelligence, and Making it Artificial - Intro to Artificial Intelligence

Minimax Search with Alpha-Beta Pruning

Minimax Search with Alpha-Beta Pruning

Reviewing Minimax Alpha-Beta Pruning Pseudocode

Reviewing Minimax Alpha-Beta Pruning Pseudocode

Minimax Search

Minimax Search

Adversarial Search

Adversarial Search

Ant Colony Optimization

Ant Colony Optimization

Simulated Annealing

Simulated Annealing

Genetic Algorithms

Genetic Algorithms

Creating and Choosing Heuristics

Creating and Choosing Heuristics

The Linear Assignment Problem

The Linear Assignment Problem

Heuristic Functions

Heuristic Functions

A* Pathfinding (A-Star Pathfinding)

A* Pathfinding (A-Star Pathfinding)

A* (A-Star) Worked Example

A* (A-Star) Worked Example

Breadth-First and Depth-First Search

Breadth-First and Depth-First Search

Iterative Deepening Search

Iterative Deepening Search

Bidirectional Search

Bidirectional Search

Uninformed Search

Uninformed Search

Working with CSC 411 Problem Sets

Working with CSC 411 Problem Sets

Agents and Environments

Agents and Environments

Elements of Environments

Elements of Environments

Types of Agents

Types of Agents

Designing Intelligent Agents

Designing Intelligent Agents

Intelligence and A Brief History of It

Intelligence and A Brief History of It

Intro to AI - Course Introduction

Intro to AI - Course Introduction

Factor Analysis with Pandas and FactorAnalyzer - Real World Example

Factor Analysis with Pandas and FactorAnalyzer - Real World Example

Data Analytics with Pandas

Data Analytics with Pandas

Simulating Infection Spread with Matplotlib - Changing Colors in a Matplotlib Scatterplot Animation

Simulating Infection Spread with Matplotlib - Changing Colors in a Matplotlib Scatterplot Animation

Subplots in Matplotlib

Subplots in Matplotlib

Matplotlib Basics

Matplotlib Basics

Basics of Data Visualization

Basics of Data Visualization

Scientific Computing with NumPy and SciPy

Scientific Computing with NumPy and SciPy

Basic of NumPy

Basic of NumPy

Python's DictReader and DictWriter

Python's DictReader and DictWriter

Getting Weather Data from an API with Python Dictionaries and the Requests Library

Getting Weather Data from an API with Python Dictionaries and the Requests Library

Getting Word Frequency from a Text File using Python Dictionaries

Getting Word Frequency from a Text File using Python Dictionaries

Accessing Elements in a Python Dictionary

Accessing Elements in a Python Dictionary

Python Dictionaries

Python Dictionaries

Writing CSV Files with Python's CSV Library

Writing CSV Files with Python's CSV Library

Reading CSV Files with Python's CSV Library

Reading CSV Files with Python's CSV Library

Using Exception Handling to Convert Strings to Floats in Python

Using Exception Handling to Convert Strings to Floats in Python

Real World Example of Exception Handling to Process Typing Exercises

Real World Example of Exception Handling to Process Typing Exercises

Exception Handling in Python

Exception Handling in Python

Writing Files in Python

Writing Files in Python

Using the with Keyword when Reading Files in Python

Using the with Keyword when Reading Files in Python

Closing Files in Python

Closing Files in Python

Reading File Contents in Python

Reading File Contents in Python

Absolute and Relative File Handling in Python

Absolute and Relative File Handling in Python

Image Processing using Python's PIL Library

Image Processing using Python's PIL Library

Using Enumeration to Reference List Indices

Using Enumeration to Reference List Indices

Building Nested Lists in Python

Building Nested Lists in Python

Nested Lists in Python

Nested Lists in Python

Lists inside Functions and Shuffling Elements in a List

Lists inside Functions and Shuffling Elements in a List

Adding Elements to a Python List

Adding Elements to a Python List

Strings as Lists

Strings as Lists

For Loops and Traversing Lists in Python

For Loops and Traversing Lists in Python

Intro to Lists in Python

Intro to Lists in Python

String Formatting in Python

String Formatting in Python

Strings as Objects

Strings as Objects

Intro to Objects

Intro to Objects

Minimum Monthly Payment Approximation in Python

Minimum Monthly Payment Approximation in Python

Nested Loops in Python

Nested Loops in Python

Probability and Monte Carlo with Python

Probability and Monte Carlo with Python

Building HiLo in Python

Building HiLo in Python

While Loops in Python

While Loops in Python

Code-Along in Python - CodingBat's Near Ten

Code-Along in Python - CodingBat's Near Ten

Nested Conditional Statements in Python using Tax Filings

Nested Conditional Statements in Python using Tax Filings

Example Application - Conditional Statements in Geolocating Addresses

Example Application - Conditional Statements in Geolocating Addresses

Compound Conditional Statements in Python

Compound Conditional Statements in Python

Chained Conditional Statements (elif) in Python

Chained Conditional Statements (elif) in Python

Approximation of Floating Point Errors

Approximation of Floating Point Errors

Conditional Statements in Python

Conditional Statements in Python

Designing Functions in Python

Designing Functions in Python

Variables

Variables

Representing Data

Representing Data

Programming Languages

Programming Languages

CSC-111-051 - Getting Started

CSC-111-051 - Getting Started

Welcome to CSC 111 - Intro to Computing: Python

Welcome to CSC 111 - Intro to Computing: Python

EDM 2021 - Student Practice Sessions Modeled as ICAP Activity Silos

EDM 2021 - Student Practice Sessions Modeled as ICAP Activity Silos

Getting Started with Jupyter

Getting Started with Jupyter

Real World Use of Jupyter for Data Visualization

Real World Use of Jupyter for Data Visualization

Filtering and Grouping DataFrame Features in Pandas

Filtering and Grouping DataFrame Features in Pandas

Data Analysis with Pandas

Data Analysis with Pandas

Loading CSV Data into a Pandas DataFrame

Loading CSV Data into a Pandas DataFrame

Checking for Data Normality with Python

Checking for Data Normality with Python

Descriptive Statistics in Python

Descriptive Statistics in Python

Working with Matplotlib Subplots

Working with Matplotlib Subplots

Plotting a NumPy Polynomial with Matplotlib

Plotting a NumPy Polynomial with Matplotlib

Plotting with Matplotlib

Plotting with Matplotlib

Curve Fitting using Numpy's Polyfit Function

Curve Fitting using Numpy's Polyfit Function

Representing Polynomials in Python Using Numpy

Representing Polynomials in Python Using Numpy

Array-wise Operations in NumPy

Array-wise Operations in NumPy

Arrays and Element-wise Operations in NumPy

Arrays and Element-wise Operations in NumPy

Reading CSV files with csv.DictReader in Python

Reading CSV files with csv.DictReader in Python

Writing CSV Files with csv.writer and DictWriter

Writing CSV Files with csv.writer and DictWriter

Reading CSV Files in Python

Reading CSV Files in Python

Real World Application of Python Exception Handling

Real World Application of Python Exception Handling

Catching Multiple Exception Types in Python

Catching Multiple Exception Types in Python

Exception Handling in Python with try-except

Exception Handling in Python with try-except

Parsing Exceptions in Python with the as Keyword

Parsing Exceptions in Python with the as Keyword

File I/O and Reading Absolute File Paths in Python

File I/O and Reading Absolute File Paths in Python

Project 3 Part 1 - Data Analysis for COVID-19 Confirmed Cases

Project 3 Part 1 - Data Analysis for COVID-19 Confirmed Cases

Handling Files in Python Using the with Keyword

Handling Files in Python Using the with Keyword

Writing to Files in Python

Writing to Files in Python

Reading Files with Multiple Lines in Python

Reading Files with Multiple Lines in Python

Reading Relative File Paths in Python

Reading Relative File Paths in Python

Using Excel's Solver for Linear Programming and Understanding the Sensitivity Report

Using Excel's Solver for Linear Programming and Understanding the Sensitivity Report

Red-Black Trees - Removing a Black Node with a Black Sibling and Black Children

Red-Black Trees - Removing a Black Node with a Black Sibling and Black Children

Red-Black Trees - Removing a Black Node with a Black Sibling and Red Child

Red-Black Trees - Removing a Black Node with a Black Sibling and Red Child

Red-Black Trees - Removing a Leaf Node

Red-Black Trees - Removing a Leaf Node

Red-Black Trees - Removing a Black Node with a Red Sibling

Red-Black Trees - Removing a Black Node with a Red Sibling

Red-Black Trees - Removing Black Node with Red Predecessor

Red-Black Trees - Removing Black Node with Red Predecessor

Intro to Red-Black Trees

Intro to Red-Black Trees

Red-Black Trees - Insertion Pt 1

Red-Black Trees - Insertion Pt 1

Red-Black Trees - Insertion Pt 2

Red-Black Trees - Insertion Pt 2

Splay Tree - Removing a Nonexistent Node

Splay Tree - Removing a Nonexistent Node

Splay Tree - Remove Root with 1 child

Splay Tree - Remove Root with 1 child

Splay Tree - Remove Node with Children Part 2 of 2

Splay Tree - Remove Node with Children Part 2 of 2

Splay Tree - Remove Leaf Node

Splay Tree - Remove Leaf Node

Splay Tree - Remove Node with Children Part 1 of 2

Splay Tree - Remove Node with Children Part 1 of 2

Splay Tree - Lookup Nonexistent Node

Splay Tree - Lookup Nonexistent Node

Splay Trees - Lookup

Splay Trees - Lookup

Splay Trees - Zig

Splay Trees - Zig

Splay Trees - Zig-Zig

Splay Trees - Zig-Zig

Splay Trees - Intro

Splay Trees - Intro

Splay Trees - Zig-Zag

Splay Trees - Zig-Zag

AVL Trees - Understanding Double Rotation

AVL Trees - Understanding Double Rotation

AVL Trees - Double Rotation

AVL Trees - Double Rotation

AVL Trees - Trinode Restructuring

AVL Trees - Trinode Restructuring

AVL Trees - Left Rotation

AVL Trees - Left Rotation

AVL Trees - Using Trinode Restructuring for Double Rotation

AVL Trees - Using Trinode Restructuring for Double Rotation

AVL Trees

AVL Trees

AVL Tree - Right Rotation

AVL Tree - Right Rotation

Worked Example of a 2-3 (a,b) Tree Pt. 2 - Transfer Removal

Worked Example of a 2-3 (a,b) Tree Pt. 2 - Transfer Removal

Worked Example of a 2-3 (a,b) Tree Pt.1 - Insertion and Fusion Removal

Worked Example of a 2-3 (a,b) Tree Pt.1 - Insertion and Fusion Removal

2-3 (a,b) Trees - Lookup

2-3 (a,b) Trees - Lookup

2-3 (a,b) Trees - Insert

2-3 (a,b) Trees - Insert

Binary Search Tree - Remove

Binary Search Tree - Remove

Binary Search Tree - Insert

Binary Search Tree - Insert

Binary Search Tree - Lookup

Binary Search Tree - Lookup

Postorder Traversals

Postorder Traversals

Trees

Trees

Intro to Binary Search Trees and Inorder Traversals

Intro to Binary Search Trees and Inorder Traversals

Preorder Traversal

Preorder Traversal

Tree Operations

Tree Operations

Inserting and Removing from a Skip List

Inserting and Removing from a Skip List

Interpolation Search Using Skip Lists

Interpolation Search Using Skip Lists

Skip List Exercises

Skip List Exercises

LinkedLists Data Structures

LinkedLists Data Structures

Dictionaries

Dictionaries

Real World Example of Using Java's Map to Grab Weather Data

Real World Example of Using Java's Map to Grab Weather Data

Implementing Dictionaries using the Map Interface in Java

Implementing Dictionaries using the Map Interface in Java

Comparing Computational Complexities

Comparing Computational Complexities

Big O of Stack

Big O of Stack

Run Time for Loops, cont

Run Time for Loops, cont

Run Time for Loops

Run Time for Loops

Queues

Queues

Constant Run Time

Constant Run Time

Stacks

Stacks

Welcome to CSC 316 - Data Structures

Welcome to CSC 316 - Data Structures

Limited Repeatability and Exclusions with Regular Expressions in Python

Limited Repeatability and Exclusions with Regular Expressions in Python

Basic Regular Expressions

Basic Regular Expressions

Designing a Regular Expression Pattern for Currency

Designing a Regular Expression Pattern for Currency

Validating Credit Cards with Luhn Check Algorithm

Validating Credit Cards with Luhn Check Algorithm

Extracting a Digit from a String in Python

Extracting a Digit from a String in Python

Using Text Criteria and Sorting Fields in Microsoft Access

Using Text Criteria and Sorting Fields in Microsoft Access

Using Aggregate Functions in Queries in Microsoft Access

Using Aggregate Functions in Queries in Microsoft Access

Creating Simple and Multi Table Queries in Microsoft Access

Creating Simple and Multi Table Queries in Microsoft Access

Using Comparisons Operators to Build Criteria in Microsoft Access

Using Comparisons Operators to Build Criteria in Microsoft Access

Abstraction and Functional Decomposition

Abstraction and Functional Decomposition

Scope of Variables in Functions

Scope of Variables in Functions

Returning a Value from a Function

Returning a Value from a Function

Building Functions in Python

Building Functions in Python

Using Excel's Solver

Using Excel's Solver

Using Excel's Scenario Manager

Using Excel's Scenario Manager

Installing Excel's Solver Add-In

Installing Excel's Solver Add-In

Excel's IF Function

Excel's IF Function

Excel's Goal Seek Feature

Excel's Goal Seek Feature

Using the Subtotal Feature in Excel

Using the Subtotal Feature in Excel

Building a PivotTable

Building a PivotTable

Conditional Formatting

Conditional Formatting

Sorting and Filtering Data in Excel

Sorting and Filtering Data in Excel

Creating Functions in Python

Creating Functions in Python

Generating Random Numbers in Python

Generating Random Numbers in Python

Formatting Strings in Python

Formatting Strings in Python

Python's Math Library

Python's Math Library

Calculating the Area of a Pentagon in Python

Calculating the Area of a Pentagon in Python

Length of a String in Python

Length of a String in Python

Approximating Numbers with Python's abs() function

Approximating Numbers with Python's abs() function