Instructional Video15:38
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Features in Data Science: Why Dimensionality Reduction

Higher Ed
In this video, we will understand why dimensionality reduction is needed. This clip is from the chapter "Machine Learning: Feature Engineering and Dimensionality Reduction with Python" of the series "Data Science and Machine Learning...
Instructional Video2:06
Instructional Video3:34
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Exponential

Higher Ed
In this video, we will cover Exponential. This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this...
Instructional Video8:11
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Exponential Python

Higher Ed
In this video, we will cover Exponential Python. This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Instructional Video1:52
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Exponential Exercise 01

Higher Ed
In this video, we will cover Exponential exercise 01. This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects) A to...
Instructional Video1:45
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Exponential Solution 01

Higher Ed
In this video, we will cover Exponential solution 01. This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects) A to...
Instructional Video23:08
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Gaussian Python

Higher Ed
In this video, we will cover Gaussian Python. This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this...
Instructional Video2:38
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Continuous Random Variables: Gaussian Random Variables Solution 01

Higher Ed
In this video, we will cover Gaussian random variables solution 01. This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and...
Instructional Video4:00
Curated Video

MATLAB Programming Tutorials | Loops, Arrays, Classes, Control Statements & More : Basic Math

9th - Higher Ed
Welcome to our MATLAB Programming Tutorial series! These videos are designed to take you from beginner to advanced concepts in MATLAB, one of the most popular software platforms for engineering, data science, and mathematical computing....
Instructional Video7:46
Instructional Video8:18
Curated Video

Machine Learning Random Forest with Python from Scratch - Numbers

Higher Ed
This lesson will teach us about numbers, the first standard datatype in Python, used for arithmetic operations and storing information. This clip is from the chapter "Introduction to Python" of the series "Machine Learning: Random Forest...
Instructional Video7:12
Curated Video

Machine Learning Random Forest with Python from Scratch - Hello World

Higher Ed
In this video, we will understand the importance of Python for machine learning, use an IDE (jupyter), and create a Hello World program. This clip is from the chapter "Introduction to Python" of the series "Machine Learning: Random...
Instructional Video7:12
Curated Video

Machine Learning: Random Forest with Python from Scratch - Hello World

Higher Ed
In this video, we will understand the importance of Python for machine learning, use an IDE (jupyter), and create a Hello World program. This clip is from the chapter "Introduction to Python" of the series "Machine Learning: Random...
Instructional Video8:18
Curated Video

Machine Learning: Random Forest with Python from Scratch - Numbers

Higher Ed
This lesson will teach us about numbers, the first standard datatype in Python, used for arithmetic operations and storing information. This clip is from the chapter "Introduction to Python" of the series "Machine Learning: Random Forest...
Instructional Video4:34
Fun Robotics

Modules in Python

Higher Ed
Understanding and utilizing modules in Python programming
Instructional Video
Khan Academy

Khan Academy: Bit Zee Bot: 24. Connecting Bit Zee's Camera to the Arduino

9th - 10th
In this video we wire Bit-zee's camera's shutter and power functions to some transistors on the bread board and then we connect the transistors to the Arduino. [3:45]
Instructional Video
PBS

Pbs: The Math of Energy: Fossil Fuel Usage

9th - 10th
The use of fossil fuels, which has increased steadily since the beginning of the 20th century, has enabled many advancements in the quality of life around the world. However, fossil fuels are a limited resource and could become scarce...