Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Install Anaconda, OpenCV, Tensorflow, and the Course Materials
From the section: Environment Setup and Installation. This section will help you to install the required software and set up the development environment for this course. Environment Setup and Installation: Install Anaconda, OpenCV,...
Curated Video
Mastering Tableau 2018.1, Second Edition 5.7: Working with Data Labels and the Tooltip
We’ll see data labels and tooltips. • Understand the marks card: data labels and tooltips • Apply labels to data • Apply tooltips to data
Curated Video
Mastering Tableau 2018.1, Second Edition 3.1: Data Preparation and Cleaning Data Sources with Dates and Numbers
In this video, we’ll see how to convert dates and numbers into a usable format. • Understand what clean data is • Select a date using a data source filter • Clean the data
Curated Video
Bug Bounty Program Certification 5.3: Perform Denial of Service Attack on Server
This video will help you understand DOS attack process • Use LOIC tool to perform DOS attack • Attack on other systems in network • Monitor DOS attack using Wireshark
NASA
Small Steps, Giant Leaps: Episode 47, ISS 20 – Space Station Complexity Small Steps, Giant Leaps
International Space Station Flight Director Royce Renfrew discusses the complexity of the orbiting laboratory as NASA counts up to 20 years of continuous human presence in space.
Curated Video
routing protocols : Terms: AS, IGPs, EGPs
From the section: Routing Introduction. In this section, we look into Routed protocols, demonstrations, static routes, dynamic routes, and different types of routing protocols. Routing Introduction: Terms: AS, IGPs, EGPs
Curated Video
Evaluate the impact of an AI application used in the real world. (case study) : Working with Flower Images: Case Study - Part 13
From the section: CNN-Industry Live Project: Playing With Real World Natural Images. This section includes a live project of working with flower images. CNN-Industry Live Project: Playing With Real World Natural Images: Working with...
Curated Video
Evaluate the impact of an AI application used in the real world. (case study) : Working with Flower Images: Case Study - Part 8
From the section: CNN-Industry Live Project: Playing With Real World Natural Images. This section includes a live project of working with flower images. CNN-Industry Live Project: Playing with Real World Natural Images: Working with...
Curated Video
Evaluate the impact of an AI application used in the real world. (case study) : Working with Flower Images: Case Study - Part 7
From the section: CNN-Industry Live Project: Playing With Real World Natural Images. This section includes a live project of working with flower images. CNN-Industry Live Project: Playing with Real World Natural Images: Working with...
Curated Video
Modify a data structure : Remove Tail
From the section: Linked Lists. This section introduces Linked Lists and "Node" constructor functions along with Big O Notation and calculating the runtime of a function Linked Lists: Remove Tail
Curated Video
Create a list : The List Contains Challenge
From the section: Lists. This section focuses on lists and the various functions of the list. This video presents the List Contains Challenge.
Curated Video
Implement different search algorithms : BST - Deleting nodes with 2 children
From the section: Algorithms - Search and abstract data structures. This section is about Algorithms. You will learn about Bisection, Binary section etc. Delete scenario 3 - deleting nodes with both left and right child nodes
Curated Video
Implement different search algorithms : BST from scratch - Search
From the section: Algorithms - Search and abstract data structures. This section is about Algorithms. You will learn about Bisection, Binary section etc. Add a search method to the BST class
Curated Video
Implement a decision tree : Decision Trees
From the section: Mastering Kaggle Titanic Competition Using Random Forest. The module will cover Random Forest and thus cover decision trees and will encourage the student to make a Kaggle submission and introduce them to the online...
Curated Video
Evaluate a machine learning model : Assignment – Getting Better Test Sample Results by Measuring Model Performance
From the section: Improving Model Accuracy. We start with reviewing previous day’s assignment by looking at an ideal solution and results. This module takes a pause from introducing any new model and focuses on improving the models and...
Curated Video
Evaluate a machine learning model : Understanding the Results
From the section: Improving Model Accuracy. We start with reviewing previous day’s assignment by looking at an ideal solution and results. This module takes a pause from introducing any new model and focuses on improving the models and...
Packt
Introduction to computer hardware and software : Installing a Graphics Card
From the section: Display Technologies. In this section, we explore our display options for per our uses. Graphics cards often require special treatment when installing them in terms of power and cooling. In addition, systems need...
Packt
Evaluate the impact of privacy issues, cyberattacks, and malware on your AI application : The Future of AI Attacks
From the section: Summary and Future Trends. In this section, you will draw everything together, learn the approach for testing AI solutions, discuss the future of attacks and explore the latest attack examples. The aim of this video is...
Curated Video
Predictive Analytics with TensorFlow 3.5: Getting Started with Tensorflow – Linear Regression and Beyond
In this example, we will take a closer look at TensorFlow's and TensorBoard's main concepts and try to do some basic operations to get you started. The model we want to implement simulates the linear regression. • Create data into 2D space
Packt
Develop an AI system to solve a real-world problem : Training, Testing, and Validation
From the section: Predicting Sales with Supervised Learning. In this section, learners will use their first machine learning techniques, including Support Vector Machines and Artificial Neural Networks. These techniques will be applied...
Science360
Hour of Code at the National Science Foundation
Aimed at getting students excited about computer science, the "Hour of Code" is a global movement that engages millions of young kids. The National Science Foundation discusses involvement in computer science and the "Hour of Code".
Curated Video
Ensemble Machine Learning Techniques 6.2: Combining Different Models Together
This video aims to make the user comfortable with creating ensembles of different other ensembles. • We will see that its possible to combine two ensemble models • We will write a python code to test the result of using an ensemble of...
Curated Video
Ensemble Machine Learning Techniques 1.3: Setting Up Python
In this video, we will set up our environment so that we can use python to build ensemble learning models. • Learn about Anaconda and Python • See how to install the Anaconda distribution of Python • Learn about Jupyter notebook
Packt
Advanced Computer Vision Projects 1.3: Google Brain im2txt Captioning Model
In this video, we look at the architecture behind Google Brains im2txt model. • View TensorFlow research Github page • Understand the connection between Inception for classification and LSTMs for caption generation