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Machine Learning: Random Forest with Python from Scratch - Dataset
In this lesson, we will dive into the hardcore process of machine learning and the fundamental elements used in machine learning, like datasets, training and testing data, outliers, models, and so on. This clip is from the chapter...
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Deep Learning - Recurrent Neural Networks with TensorFlow - RNN for Image Classification (Code)
In this video, you will learn how to preform RNN for image classification on the MNIST dataset. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent...
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Machine Learning: Random Forest with Python from Scratch - How to Build a Tree
After creating the decision node and leaf node classes, we will build our tree to add the nodes. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with Python from Scratch©".This...
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Machine Learning: Random Forest with Python from Scratch - Leaf and Decision Node
In this lesson, you will learn to create two classes, a leaf node and a decision node, with a constructor. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with Python from...
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Machine Learning: Random Forest with Python from Scratch - Best Slip
Here, we will determine the best split at any decision node where information is maximum and split into two branches, true and false. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random...
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Machine Learning: Random Forest with Python from Scratch - Information Gain
In this video, we will define columns for questioning and determine how much information can be gained by splitting a column. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with...
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Machine Learning: Random Forest with Python from Scratch - Impurity
Like all dataset characteristics, we will look at the impurities in a dataset and how they should be minimum in a good dataset. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest...
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Machine Learning: Random Forest with Python from Scratch - Question and Partition
In this video, you will learn to create two more helper functions, question, and partition, which define statements for querying and retrieving data. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine...
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Machine Learning: Random Forest with Python from Scratch - Using Pandas for Random Forest (2)
This is a continuation of the previous lesson, and here we will look at conditionally selecting values from a dataset. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with Python...
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Machine Learning: Random Forest with Python from Scratch - Using Pandas for Random Forest (1)
This video introduces us to Pandas data structures and analysis tools, which help make data easy to handle and intuitive. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with...
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Machine Learning: Random Forest with Python from Scratch - How Decision Trees and Random Forest Work
We will understand what a decision tree is and create a decision tree and get a prediction result from the decision tree. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Flexbox
In this video, we will explore the flexible box layout module, Flexbox, in CSS3. We will understand how to create flexible and responsive designs by arranging elements along a single axis or multiple axes. You will learn to leverage...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Grid System
In this video, we will discover the power of CSS Grid for creating responsive layouts. You will learn to create grid-based designs that adapt to different screen sizes and devices, allowing your website to be visually appealing across...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - Display
In this video, we will explore the power of CSS3's display property and learn how to control the layout and visibility of elements on your webpages. We will discover different display values such as block, inline, and flex, and...
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The Front-End Web Developer Bootcamp - HTML, CSS, JS, and React - What Are Table Tags?
In this video, you will learn about table tags and their role in creating structured data presentations. We will discover the use of table tags, including elements such as th, tr, and td, to organize data into rows and columns.
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Project Finance and Excel - Build Financial Models from Scratch - Building the Balance Sheet
In this video, we will be building the last financial statement, which is the balance sheet. This clip is from the chapter "Building the Three Key Financial Statements" of the series "Project Finance and Excel - Build Financial Models...
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Project Finance and Excel - Build Financial Models from Scratch - Cash Flow Waterfall and CFADS Computation
CFADS determines how much cash is available to all debt and equity investors. This video talks about the cash flow waterfall and CFADS computation. This clip is from the chapter "Building the Three Key Financial Statements" of the series...
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Data Science Model Deployments and Cloud Computing on GCP - Lab - Develop and Submit PySpark Job
In this lab, you will learn how to develop and submit a PySpark job in Google Cloud Dataproc. This clip is from the chapter "Dataproc Serverless PySpark" of the series "Data Science Model Deployments and Cloud Computing on GCP".In this...
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Vue.js 3 and Firebase for Beginners - Admin: Pizzas Component
The next component we will create is a pizzas component, which will display all of the available pizzas on the menu. This clip is from the chapter "Project UI" of the series "Vue.js 3 and Firebase for Beginners".This section explains the...
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Fundamentals of Neural Networks - Stride
For a convolutional or pooling operation, the stride denotes the number of pixels by which the window moves after each operation. This clip is from the chapter "Convolutional Neural Networks" of the series "Fundamentals in Neural...
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Fundamentals of Neural Networks - Tensor and Matrix
This video explains what we mean by Tensor and Matrix. This clip is from the chapter "Convolutional Neural Networks" of the series "Fundamentals in Neural Networks".This section explains convolutional neural networks where you will start...
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Building Microservices API in Go - Sqlx
In this video, we will introduce Sqlx, a popular library for database operations in Go, and demonstrate how to refactor our server-side layer to use Sqlx for improved database interactions. This clip is from the chapter "Application...
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Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Designing Callout Numbers and Tables
This video will look at using numbers and tables in tabular form. We will look at the options of Tableau to classify data into tables or lists of values, similar to a spreadsheet.
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Ultimate Tableau Desktop Course - Beginner to Advanced Bundle - Tableau Data Concepts
Understanding data concepts and structure is vital to working with the Tableau platform. You will learn the data types used in Tableau.