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Introduction to the Machine Learning Course

Introduction to the Machine Learning Course

Introduction to Machine Learning for Data Mining

Introduction to Machine Learning for Data Mining

Quickstart_2024

Quickstart_2024

Intro to course chatGPT 2023

Intro to course chatGPT 2023

Google Colab Free vs Pro

Google Colab Free vs Pro

Committing your work to GitHub

Committing your work to GitHub

Practical Machine Learning for Data Mining

Practical Machine Learning for Data Mining

Quickstart to Pytorch and Deep Learning

Quickstart to Pytorch and Deep Learning

rockPaperScissors

rockPaperScissors

Jetson Nano Intro

Jetson Nano Intro

Tilt Sensor Music Challenge

Tilt Sensor Music Challenge

Arduino Procedures Explained

Arduino Procedures Explained

Arduino For-Loops

Arduino For-Loops

Arduino Procedures

Arduino Procedures

Arduino Potentiometer

Arduino Potentiometer

Friday Challenge: Button Counter

Friday Challenge: Button Counter

Arduino Debugging

Arduino Debugging

Friday Puzzler Feb5

Friday Puzzler Feb5

Arduino Buttons and If Statements

Arduino Buttons and If Statements

Friday Hacker Challenge 1

Friday Hacker Challenge 1

Arduino Course 10 Bullets

Arduino Course 10 Bullets

Introduction To The Arduino Hardware

Introduction To The Arduino Hardware

Intro to the Arduino IDE

Intro to the Arduino IDE

Breadboards

Breadboards

Arduino Kit Components

Arduino Kit Components

Introduction to Arduino Programming

Introduction to Arduino Programming

Introduction to Deep Learning v2

Introduction to Deep Learning v2

Introduction to Deep Learning

Introduction to Deep Learning

Deep Learning and Implicit Bias

Deep Learning and Implicit Bias

Word Embeddings

Word Embeddings

NLP-bag of words

NLP-bag of words

Intro to Natural Language Processing

Intro to Natural Language Processing

Intro to Elasticsearch

Intro to Elasticsearch

Convolutional Neural Networks (CNN)

Convolutional Neural Networks (CNN)

XGBoost Intro

XGBoost Intro

Bagging and Pasting

Bagging and Pasting

Bias and Variance

Bias and Variance

Using Postman Part 2

Using Postman Part 2

Deploying NodeJS apps to a Google Cloud VM

Deploying NodeJS apps to a Google Cloud VM

Working With Data

Working With Data

Decision Trees in SKLearn

Decision Trees in SKLearn

Intro to Entropy Part 2

Intro to Entropy Part 2

Intro to Shannon Entropy

Intro to Shannon Entropy

Welcome to Machine Learning

Welcome to Machine Learning

task6 demo

task6 demo

Introduction to SKLearn and kNN

Introduction to SKLearn and kNN

Welcome to CS350

Welcome to CS350

Intro to Classification

Intro to Classification

Intro to Pandas

Intro to Pandas

Intro to Github for Machine Learning

Intro to Github for Machine Learning

Intro to Google Colab, Jupyter Notebooks, and Numpy

Intro to Google Colab, Jupyter Notebooks, and Numpy

Intro to Basic Machine Learning Techniques

Intro to Basic Machine Learning Techniques

Machine Learning Intro to Course

Machine Learning Intro to Course

kNN intro

kNN intro

Elastic Search Rudiment

Elastic Search Rudiment

Cookies with Nextjs

Cookies with Nextjs

Complete Backend Server

Complete Backend Server

NextJS Rudiment

NextJS Rudiment

Nextjs and Fetch

Nextjs and Fetch

Using Fetch with React

Using Fetch with React

Using Argon2 with Node.js

Using Argon2 with Node.js

Using Postgres with Nodejs

Using Postgres with Nodejs

Testing APIs with Postman

Testing APIs with Postman

Asynchronous Javascript Programming

Asynchronous Javascript Programming

A basic Node.js server

A basic Node.js server

Javascript Fundamentals

Javascript Fundamentals

Postgres - UPDATE, DELETE, ALTER

Postgres - UPDATE, DELETE, ALTER

SQL Queries: order by, limit, summary statistics, etc.

SQL Queries: order by, limit, summary statistics, etc.

Basics of Querying an SQL Database

Basics of Querying an SQL Database

SQL- First Normal Form

SQL- First Normal Form

SQL Basics

SQL Basics

Backend Development Introduction

Backend Development Introduction

Intro To PostgreSQL

Intro To PostgreSQL

Basics of Querying an SQL Database - 2

Basics of Querying an SQL Database - 2

React Super Search

React Super Search

Complete App Rudiment

Complete App Rudiment

Complete Web App Using React

Complete Web App Using React

Cloud Services

Cloud Services

Running NodeJS Apps on Google Cloud

Running NodeJS Apps on Google Cloud

Git Addendum

Git Addendum

Getting Started With Google Cloud

Getting Started With Google Cloud

A NodeJS Production Environment

A NodeJS Production Environment

Q&A 1

Q&A 1

bmi server

bmi server

NodeJS ServerAPI Part 2

NodeJS ServerAPI Part 2

NodeJS Server - todo list manager

NodeJS Server - todo list manager

Bcrypt

Bcrypt

Hashing Passwords

Hashing Passwords

PG and SQL injection

PG and SQL injection

Javascript, Node and PostgreSQL

Javascript, Node and PostgreSQL

Preliminaries

Preliminaries

MVC Model View Controller

MVC Model View Controller

Introduction to PostgreSQL

Introduction to PostgreSQL

PostgreSQL and the Principle of Least Privilege

PostgreSQL and the Principle of Least Privilege

RESTful

RESTful

MVC model view controller

MVC model view controller

History and Motivation for the Course

History and Motivation for the Course

react rudiment

react rudiment

PrettyGoodPractices

PrettyGoodPractices

Running Fask apps on Google Cloud Engine

Running Fask apps on Google Cloud Engine

Introduction to GIT

Introduction to GIT

Introduction to Vagrant

Introduction to Vagrant

Getting Started with Cloud9 - revised

Getting Started with Cloud9 - revised

Mongo and Map Reduce

Mongo and Map Reduce

Getting started with Cassandra and Cloud9

Getting started with Cassandra and Cloud9

Cassandra Getting Started Part 1

Cassandra Getting Started Part 1

Unit tests, job interview programming tests, and core competency

Unit tests, job interview programming tests, and core competency

ACID & BASE semantics, noSQL, and funky

ACID & BASE semantics, noSQL, and funky

Generating Static Websites Using Jekyll

Generating Static Websites Using Jekyll

Deploying your web application

Deploying your web application

Random Friday - Postgresql indices, constraints, and the JSON datatype

Random Friday - Postgresql indices, constraints, and the JSON datatype

Scrum stories, and backlogs and Trello

Scrum stories, and backlogs and Trello

Scrum Software Development (and project info)

Scrum Software Development (and project info)

More on Normalization

More on Normalization

socketIO Rudiment Part2 explanation

socketIO Rudiment Part2 explanation

Normal Form SQL

Normal Form SQL

SocketIO Part 2: Angular and Flask

SocketIO Part 2: Angular and Flask

SocketIO Part 1: AngularJS and flask-socketio

SocketIO Part 1: AngularJS and flask-socketio

Task: Learning the rudiments of sessions and passwords

Task: Learning the rudiments of sessions and passwords

Session Variables and Hashing Passwords

Session Variables and Hashing Passwords

Session Variables and Encrypting Passwords

Session Variables and Encrypting Passwords

Flask PostgreSQL Tips and Common Errors

Flask PostgreSQL Tips and Common Errors

PostgreSQL and Flask: Using the psycopg2 adapter

PostgreSQL and Flask: Using the psycopg2 adapter

PostgreSQL and the Principle of Least Privilege

PostgreSQL and the Principle of Least Privilege

Flask and HTML Forms

Flask and HTML Forms

postgresql on Cloud9

postgresql on Cloud9

Introduction to Flask Variables, Conditionals, and Loops

Introduction to Flask Variables, Conditionals, and Loops

Flask Template Basics

Flask Template Basics

test

test

Intro to Flask

Intro to Flask

Getting Started with Cloud9

Getting Started with Cloud9