Bozeman Science
AP Biology Practice 5 - Analyze Data and Evaluate Evidence
In this video Paul Andersen explains how scientists analyze data and evaluate evidence. He starts with a description of data and how it must be properly displayed. He then describes types of data in each of the four big ideas. He finally...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Spark Streaming Display
In this lesson, we will work on Spark streaming display for better data visualization. This clip is from the chapter "Spark Streaming" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".The section primarily focuses on...
Curated Video
Evaluate visual representations of data that models real-world phenomena or processes : Visualizing Text Data
From the section: NLP Visualization and Model Experimentation. Visualize text data and view data embeddings. View and track hyperparameter tuning and display training configurations to run reproducible experiments. In this video, we’ll...
Curated Video
Evaluate visual representations of data that models real-world phenomena or processes : Hands-On Example: NLP
From the section: NLP Visualization and Model Experimentation. Visualize text data and view data embeddings. View and track hyperparameter tuning and display training configurations to run reproducible experiments. Here, we shall predict...
Curated Video
Evaluate visual representations of data that models real-world phenomena or processes : Advanced Features and Limitations
From the section: NLP Visualization and Model Experimentation. Visualize text data and view data embeddings. View and track hyperparameter tuning and display training configurations to run reproducible experiments. Here, let’s...
Curated Video
The Ultimate ChatGPT Guide with React Native - Develop Mobile Apps - Render the Article Data from ChatGPT Code Creation into React Native
In this video, you will learn how to render the article data that you created using ChatGPT code into your React Native application. You will explore different ways of displaying the data and learn how to customize the layout of your...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Pandas for Data Manipulation and Understanding: Pandas Pivot Table
In this video, we will cover Pandas Pivot Table. This clip is from the chapter "Basics for Data Science: Data Understanding and Data Visualization with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to...
Curated Video
Learning Microsoft Power BI - Table Types and Relational Data Modeling
In this video, we will learn some crucial concepts about data modeling and table types in data models. • Understand why we did not import a single table • Understand the advantages of using multiple tables in our data models • Identify...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Glue Job (Change Capture)
This video covers glue job (change capture). This clip is from the chapter "Project - Change Data Capture / Replication Ongoing" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section covers project work on...
Curated Video
Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Sorting Observations (PROC SORT and BY Statements)
The author will show you two new statements—proc sort and by statements. This will inform you how to sort your data. This clip is from the chapter "Working with Data" of the series "Complete SAS Programming Guide - Learn SAS and Become a...
Curated Video
Julia for Data Science (Video 18)
Julia is an easy, fast, open source language that if written well performs nearly as well as low-level languages such as C and FORTRAN. Its design is a dance between specialization and abstraction, providing high machine performance...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Spark Streaming Context
In this video, you will learn how to read data and specify the directory in the Spark streaming context with RDD. This clip is from the chapter "Spark Streaming" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".The...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Extracting Data
In this video, we will extract the first section from the ETL pipeline. This clip is from the chapter "ETL Pipeline" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section covers Extract Transform Load (ETL)...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Recommendations
In this session, we will go to the different recommendations inferred so far. This clip is from the chapter "Collaborative Filtering" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section primarily focuses on...
Curated Video
Learning Splunk - What Data Looks Like in Splunk – Events
Understanding what an “event” in Splunk is. • Understand an event as a single piece of data in Splunk • Learn what metadata every event has • Demonstrate an event in the Splunk UI This clip is from the chapter "Splunk Terminology" of the...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Solution (Group By)
Let's discuss a solution to the quiz. This clip is from the chapter "Spark DFs" of the series "PySpark and AWS: Master Big Data with PySpark and AWS".This section focuses on Spark DataFrames in depth.
Curated Video
Deep Learning - Deep Neural Network for Beginners Using Python - Data Visualization and Reading
In this video, we will talk about some helper functions for plotting and drawing lines for data visualization and reading. This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners...
Curated Video
Deep Learning - Computer Vision for Beginners Using PyTorch - Data Visualization
In this video, you will learn how to visualize your data to understand it better. 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...
Curated Video
The Ultimate ChatGPT Guide with React Native - Develop Mobile Apps - Separating Out Logic for Data in React Native
This video is on separating out logic for data in React Native. You will learn how to refactor your code to separate business logic from presentation logic, as well as how to manage state and props in your components. By the end of the...
Bozeman Science
Practice 4 - Analyzing and Interpreting Data
Paul Andersen explains how scientists analyze and interpret data. Data can be organized in a table and displayed using a graph. Students should learn how to present and evaluate data.
Visual Learning Systems
Observations and Data: Summing Up
One of the most important processes in science is the art of observing. This video highlights different ways observations are made, emphasizing methods by which students can observe their world. Different types of data, how data is...
APMonitor
OBD-II Data Analysis with Python
Automotive data is available from OBD-II codes that are standard for engine monitoring of light duty vehicles (passenger cars) starting in year 1996. Newer vehicles may include additional sensors from other electronic systems such as the...
Curated Video
Creating a Line Plot for Data with Common Denominators
The video is a lesson on creating a line plot, which is a type of graph used to display the frequency of data along a number line. The video explains how to use common denominators to organize a data set in a table and then plot it on a...
Visual Learning Systems
Observations and Data: Analyzing Data
One of the most important processes in science is the art of observing. This video highlights different ways observations are made, emphasizing methods by which students can observe their world. Different types of data, how data is...
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