TED Talks
Annette Heuser: The 3 agencies with the power to make or break economies
The way we rate national economies is all wrong, says rating agency reformer Annette Heuser. With mysterious and obscure methods, three private US-based credit rating agencies wield immense power over national economies across the globe,...
3Blue1Brown
Binomial distributions | Probabilities of probabilities, part 1
The binomial distribution, introduced as setup to talk about the beta distribution
Crash Course
Let’s Make A Movie Recommendation System (LAB)
We need to save Jabril and John Green Bot’s movie nights. Jabril generally likes action movies and John Green Bot likes romantic movies, but they need to find something that they can both watch and enjoy together. Today, we’re going to...
Science Buddies
LED Circuit Design: Solve for Current with Known Resistor
Learn to design LED circuits for maximum efficiency, including choosing a battery and resistors, in this electrical engineering project.
Curated Video
What is an Assumptions Log? Project Management in Under 5
You won't be able to proceed very far on your project, without making assumptions. So, what is an Assumptions Log?
Debunked
What's The Most Painful Sting You Can Survive
How do wasps and bees compare on the global pain scale of most excruciating stingers? Let’s find out! Luckily for us, a handful of willing volunteers have stepped up to get stung, and attempted to quantify the intensity of the pain into...
Curated Video
Modern JavaScript from the Beginning - Second Edition - Swiper Slider
In this video, we will use the Swiper library to create a slider that displays additional movie and TV show content. We will fetch the data from the API and create a responsive and dynamic slider. This clip is from the chapter "Flixx...
Curated Video
JavaScript Mastery from Zero to Hero - Prepare for Coding Interviews - Solution - Build an Uber App Customer JavaScript Object Database
In this video, we will discuss the solution to the exercise on building an Uber app customer JavaScript object database from the previous video. This clip is from the chapter "Data Structures - From Zero to Intermediate" of the series...
Curated Video
Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Exercise 5-5
This exercise will load the women's shopping review excel sheet in Tableau. We will recreate the dashboard and use a desktop browser to fix its size.
Curated Video
Learn Java from Scratch - A Beginner's Guide - Step 06 - Understanding Object Composition - an Exercise - Books and Reviews
In this video, we will understand object composition with an exercise—books and reviews.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Machine Learning for Recommender Systems: Collaborative Filtering using KNN
This video demonstrates implementing a collaborative filter using the k-nearest neighbor algorithm.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Machine Learning for Recommender Systems: Age Distribution for Users
In this video, we will develop a histogram to visualize the age distribution for users.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Machine Learning for Recommender Systems: Item-Based Filtering Data Preparation
In this video, you will learn to implement Python to develop item-based collaborative filtering using Pandas, NumPy, and Matplotlib.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Collaborative Filtering and User-Based Collaborative Filtering
In this lesson, you will learn about collaborative filtering and user-based collaborative filtering.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Content-Based Filtering
In this lesson, we will understand the first model of filtering, content-based filtering, and learn its pros and cons.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Error Metric Computation
In this video, we will look at some of the metrics used to measure a recommender system's quality.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Data Partitioning
Here, we will look at data partitioning, represented as a URL.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Offline Evaluation Techniques
In this video, you will learn about the evaluation technique and focus on the offline evaluation technique in this lecture.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Quality of Recommender System
In this lesson, we will look at the quality of recommender systems through inferred preferences and ways to collect user opinions.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: User Rating Matrix
In this video, we will understand what a user rating matrix is and how we can build a user rating matrix.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - AI Sciences
This video briefly introduces the authors of the course, AI Sciences, and what kinds of courses it delivers worldwide.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Machine Learning for Recommender Systems: Making Recommendations with Collaborative Filtering
In this lesson, you will learn to implement recommendations with collaborative filtering.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Rating Our Data
Let us now move to the next part of the project, including the rating of our data with a new mapping dictionary.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Make Tensors from DataFrame
We will now advance further by checking our dataset using a single user and developing the Tensor from DataFrame.