Curated Video
Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Making Recommendations
We will now perform some recommendations using the brute-force algorithms and then perform the indexing of our data.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Candidate Tower and Retrieval System
In this lesson, we will look at making the candidate tower and then execute a retrieval system.
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.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Data Visualization with WordCloud
In this video, we will explore how to load the dataset and begin data visualization using WordCloud.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Download Libraries
Here, you will learn to implement the Amazon product recommendation system using deep learning. We will import the requisite libraries and build and train the deep learning-based model using TensorFlow.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Project 2: Movie Recommendation System Using Collaborative Filtering: Count
In this lesson, we will create functions to calculate the count of the elements of the project.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Project 2: Movie Recommendation System Using Collaborative Filtering: Dataset Discussion
In this video, we will look at the various libraries we would need to import for this project, including os, math, NumPy, time, and Pandas.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Project 1: Song Recommendation System Using Content-Based Filtering: Exploring Genres
In this lesson, we will explore the elements of the dataset called genres.
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Project 1: Song Recommendation System Using Content-Based Filtering: Missing Values
In this lesson, we will develop a new data frame for our content-based filtering for missing values.
Curated Video
Learn Tableau by Working on Exciting Dashboards - Key Performance Indicator (KPI)
This video explains how to create the key performance indicator in the Netflix analysis dashboard.
Curated Video
Learn Tableau by Working on Exciting Dashboards - Dimension, Measures, Aggregation, Granularity
This video explains the difference between dimension, measures, aggregation, and granularity.
Curated Video
Learn Tableau by Working on Exciting Dashboards - Contribution of Each Stock (Waterfall Chart)
This video explains how to create the waterfall chart.
Curated Video
Learn Tableau by Working on Exciting Dashboards - Country Map
This video explains how to create a map that shows us which TV shows or movies were produced in which countries using country dimensions.
Curated Video
Learn Tableau by Working on Exciting Dashboards - Donut Chart
This video explains how to create the donut chart in the Netflix dashboard.
Curated Video
Learn Tableau by Working on Exciting Dashboards - Level of Detail - Introduction
This video explains the level of detail expressions and how to compute them.
Curated Video
Learn Tableau by Working on Exciting Dashboards - Tableau Generated Fields
This video explains Tableau generated fields and how we can use them.
Curated Video
Learn Tableau by Working on Exciting Dashboards - Discrete and Continuous Fields
This video explains the difference between discrete and continuous fields in Tableau Public.
Healthcare Triage
Misunderstanding the Data on Diet, Exercise and Mortality
We’ve got another nutrition study making a splash in the media. This time we’ve got a combination of diet and exercise claims, complete with all our favorite things: Observational study, limited self-reports, and way too many factors to...
Curated Video
Deep Learning - Artificial Neural Networks with Tensorflow - Stochastic Gradient Descent
In this video, you will learn about stochastic gradient descent. This clip is from the chapter "In-Depth: Gradient Descent" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this optional section, we will dive...
Curated Video
Deep Learning - Artificial Neural Networks with Tensorflow - ANN for Regression
In this video, we will understand regression in ANN. This clip is from the chapter "Feedforward Artificial Neural Networks" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this section, we will cover...
Curated Video
Deep Learning - Artificial Neural Networks with Tensorflow - How Does a Model "Learn"?
In this video, we will understand how a model "learns". This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this section, we will cover a crash course...
Curated Video
Deep Learning - Computer Vision for Beginners Using PyTorch - Working with Null Values
In this video, you will learn how to work with null values. This clip is from the chapter "Optional Learning - Python for Data Science - with Pandas" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In this...
Curated Video
Deep Learning - Computer Vision for Beginners Using PyTorch - Data Loading - CIFAR10
In this video, you will learn how to load our CIFAR10 dataset in PyTorch. This clip is from the chapter "CNN in PyTorch" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In this section, you will learn how to...
Curated Video
Deep Learning - Computer Vision for Beginners Using PyTorch - Course Introduction
In this video, we will have a quick course introduction. This clip is from the chapter "Welcome Aboard" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".Welcome to the course! This is a quick introductory section.