Curated Video
Learn JavaScript from Scratch JavaScript for Everyone - Arrow Functions
In this video, you'll learn about arrow functions. This clip is from the chapter "Professional JavaScript" of the series "Learn JavaScript from Scratch: JavaScript for Everyone".In this section, you'll learn the techniques to become a...
Curated Video
Scala & Spark-Master Big Data with Scala and Spark - Why Scala
This video provides an overview of Scala and its scope. This clip is from the chapter "Introduction" of the series "Scala & Spark-Master Big Data with Scala and Spark".Welcome to the course.
Curated Video
Scala & Spark-Master Big Data with Scala and Spark - What is Scala
Learn all about Scala in this video session. This clip is from the chapter "Overview" of the series "Scala & Spark-Master Big Data with Scala and Spark".This section focuses on important basic concepts related to Scala.
Curated Video
Scala & Spark-Master Big Data with Scala and Spark - Introduction to Course
This video provides an overview of the entire course. This clip is from the chapter "Introduction" of the series "Scala & Spark-Master Big Data with Scala and Spark".Welcome to the course.
Curated Video
Learn JavaScript from Scratch JavaScript for Everyone - Styling Your Code
In this video, you'll learn how to make your code look clean. This clip is from the chapter "JavaScript 201 - Getting Started" of the series "Learn JavaScript from Scratch: JavaScript for Everyone".This section dives deeper into...
Curated Video
Learn JavaScript from Scratch JavaScript for Everyone - Random Number Guessing Game
This video teaches you to develop a short game on guessing a random number. This clip is from the chapter "Mini-Project" of the series "Learn JavaScript from Scratch: JavaScript for Everyone".In this section, you'll complete a...
Curated Video
Learn JavaScript from Scratch JavaScript for Everyone - Your Project
In this video, you'll get a brief of the project that you'll create. This clip is from the chapter "Final Project" of the series "Learn JavaScript from Scratch: JavaScript for Everyone".In this section, you'll get the brief of your final...
Curated Video
Learn JavaScript from Scratch JavaScript for Everyone - Selecting Multiple DOM Nodes
In this video, you'll learn what happens when you select multiple DOM nodes. This clip is from the chapter "Coding with JavaScript" of the series "Learn JavaScript from Scratch: JavaScript for Everyone".In this section, you'll get...
Curated Video
Learn JavaScript from Scratch JavaScript for Everyone - Final Project
In this video, you'll get a brief of the project you will work on. This clip is from the chapter "Coding with JavaScript" of the series "Learn JavaScript from Scratch: JavaScript for Everyone".In this section, you'll get started with...
Curated Video
Scala & Spark-Master Big Data with Scala and Spark - Variables in Scala
In this session, you will learn all about variables in Scala. This clip is from the chapter "Overview" of the series "Scala & Spark-Master Big Data with Scala and Spark".This section focuses on important basic concepts related to Scala.
Curated Video
Introduction to IT and Cybersecurity: Application Development Techniques
Part 8/16 of Introduction to IT and Cybersecurity series : This video discusses application development techniques for end users and programmers. It explains the concept of end user development, which is where people who are not...
Curated Video
Introduction to OpenAI Playground
In this lesson, students will be introduced to OpenAI's Playground, an online interface that allows users to experiment and test API capabilities of chat models. The lesson will cover the various models available in the playground, how...
APMonitor
Find Equation Roots with Excel
Two examples show how to (1) find the roots of a cubic equation and (2) find the roots of the Redlich Kwong equation of state that relates pressure and temperature to molar volume for read gasses.
APMonitor
Solve Linear Equations with Python
Linear equations such as A*x=b are solved with NumPy in Python. This tutorial demonstrates how to create a matrix (A) and vector (b) as NumPy arrays and solve the set of equations with linalg.solve
Curated Video
Predictive Analytics with TensorFlow 1.4: Vectors, Matrices, and Graphs
We will discuss vectors, metrics, and tensors, which are some fundamental topics for learning predictive analytics. • Understand vectors and matrices • Find transpose of matrix
Curated Video
Predictive Analytics with TensorFlow 4.2: From Disaster to Decision –Titanic Example Revisited
In this video, we will see how we could develop several predictive models for Titanic survival prediction and do some analytics using them. In particular, we will discuss logistic regression, random forest, and linear SVM. We start with...
APMonitor
Nonlinear Regression in Python
A three parameter (a,b,c) model y = a + b/x + c ln(x) is fit to a set of data with the Python APMonitor package. This tutorial walks through the process of installing the solver, setting up the objective (normalized sum of squared...
Curated Video
Evaluate the accuracy of an artificial intelligence system : Pointers on Evaluating the Accuracy of Classification Modelling
From the section: Supervised Learning: Classification. In this section, the author talks about kNN- Classification, Naive Bayes Classification, SVM- Linear and Non-Linear Classification and also Gradient Boosting Machine (GBM)....
APMonitor
MathCAD Functions and Matrices
Mathcad is a tool to arrange, calculate, and visualize engineering calculations and functions can help with reusing expressions in subsequent evaluations. Use the following worksheets to step through example problems related to using...
Curated Video
Predictive Analytics with TensorFlow 4.1: Supervised Learning for Predictive Analytics
In this video, we will see a type of machine learning process that is supervised learning. We will also see linear regression. We will use it for movie rating prediction. • See the spam filtering example • Use linear regression for movie...
APMonitor
Curve Fit with Excel and Python
Nonlinear regression with heart rate data is shown in both Microsoft Excel and Python. GEKKO and SciPy curve_fit are used as two alternatives in Python. Heart rate data is available at...
APMonitor
Fit Nonlinear Model to Data with Excel
Microsoft Excel adjusts parameters to minimize the difference between measured and predicted values. This tutorial demonstrates how to calculate the sum of squared errors and minimize error with the Solver add-in. See...
APMonitor
Simulate Differential Equations with Python ODEINT
The heights of a dual gravity drained tank are solved with the Scipy.integrate function ODEINT. This example demonstrates how to solve the differential equation and plot the solution.
Curated Video
Discuss the importance of data : Advantages and Disadvantages of Decision Trees
From the section: Simple Classification Tree. This section we will expand our knowledge of regression Decision tree to classification trees, we will also learn how to create a classification tree in Python. Simple Classification Tree:...