Curated Video
Practical Data Science using Python - Principal Component Analysis - Concepts
This video introduces you to Principal Component Analysis – concepts. This clip is from the chapter "Dimensionality Reduction Using PCA" of the series "Practical Data Science Using Python".This section explains dimensionality reduction...
Curated Video
Deep Learning CNN Convolutional Neural Networks with Python - Why Depth
This video talks about depth and why it is required. This clip is from the chapter "Deep Neural Network Overview" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the overview of the...
Curated Video
Deep Learning CNN Convolutional Neural Networks with Python - Extending to Multiple Layers Solution
This is a solution video on extending to multiple layers. This clip is from the chapter "Gradient Descent in CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on gradient descent in...
FuseSchool
Understanding Climate Change
This video discusses the alarming impact of climate change due to human activities, particularly the use of non-renewable energy sources that release greenhouse gases. Skye emphasizes the urgent need for sustainable living practices to...
JJ Medicine
How To Treat Hemorrhoids | 9 Natural Treatments (Plant Flavonoids) for Hemorrhoidal Disease
Hemorrhoids | 9 Natural Treatments & Benefits of Plant Flavonoids for Hemorrhoidal Disease Hemorrhoids are “normal” vascular tissue that aid in fecal continence; however, when there is inflammation or other issues, hemorrhoids can become...
Curated Video
PySpark and AWS: Master Big Data with PySpark and AWS - Finding Average-1
In this session, we will try to calculate the average of a given dataset. We will start by writing a transformation flow that will take the CSV data file as input and provide us with the average of the movie ratings from the dataset....
Curated Video
Deep Learning CNN Convolutional Neural Networks with Python - MaxPooling Exercise
This is an exercise video on MaxPooling. This clip is from the chapter "Deep Neural Network Architecture" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the deep neural network...
Curated Video
Python for Deep Learning - Build Neural Networks in Python - Pooling Layer
In this video, you will learn about Pooling layer. This clip is from the chapter "Convolutional Neural Networks (CNN)" of the series "Python for Deep Learning — Build Neural Networks in Python".In this section, we will cover...
Curated Video
Python for Deep Learning - Build Neural Networks in Python - Minimizing the Cost Function Using Backpropagation
In this video, you will learn how to minimize the cost function using backpropagation. This clip is from the chapter "Propagation of Information in ANNs" of the series "Python for Deep Learning — Build Neural Networks in Python".In...
Curated Video
Practical Data Science using Python - Python Lambda Functions
This video explains Python Lambda functions. This clip is from the chapter "Python for Data Science" of the series "Practical Data Science Using Python".This section explains Python for data science.
Curated Video
Reinforcement Learning and Deep RL Python Theory and Projects - DNN Loss Function in PyTorch
This video explains about the Loss function in PyTorch. This clip is from the chapter "DNN Foundation for Deep RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the DNN foundation...
Curated Video
The Complete Python Course - What Are Functions?
You will learn about functions and function arguments in Python, required keywords, arbitrary, default, and others. This clip is from the chapter "Python – Functions" of the series "The Complete Python Course (2022)".This section focuses...
Curated Video
The Complete Python Course - Recursion
Learn about the recursion process, where a function calls itself for an execution. This clip is from the chapter "Python – Functions" of the series "The Complete Python Course (2022)".This section focuses on functions in Python. We will...
Curated Video
The Ultimate Guide to Python Programming With Python 3.10 - Recursive Functions
When a function calls itself, we call it recursive, where a function can call itself in a block of code. This clip is from the chapter "Functional Programming" of the series "The Ultimate Guide to Python Programming with Python...
Curated Video
AWS Serverless Microservices with Patterns and Best Practices - Amazon SQS Short and Long Polling
This video explains Amazon SQS short and long polling. This clip is from the chapter "AWS SQS for Event-Driven Architecture with Queues" of the series "AWS Serverless Microservices with Patterns and Best Practices".This section focuses...
Curated Video
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...
Curated Video
Deep Learning - Deep Neural Network for Beginners Using Python - Weighted Sums
In this video, you will learn about weighted sums. This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will dive deeper into deep learning.
Curated Video
Deep Learning - Deep Neural Network for Beginners Using Python - Random Restart Solution
In this video, we will apply random restart as a possible solution to our local minima problem. This clip is from the chapter "Optimizations" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section,...
Curated Video
Deep Learning - Deep Neural Network for Beginners Using Python - Introduction to Gradient Descent
In this video, we will get introduced to gradient descent. This clip is from the chapter "Deep Learning" of the series "Deep Learning - Deep Neural Network for Beginners Using Python".In this section, we will dive deeper into deep learning.
Curated Video
Complete SAS Programming Guide - Learn SAS and Become a Data Ninja - Data Reduction and Cleaning Your Data
First, the author will show you how to use the keep and drop statements in SAS. If you want to reduce your data by keeping or getting rid of certain variables, the author will take you step-by-step to show you how. Then he will show you...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Features in Data Science: Feature Dimensionality Reduction Methods
In this video, we will cover feature dimensionality reduction methods. This clip is from the chapter "Machine Learning: Feature Engineering and Dimensionality Reduction with Python" of the series "Data Science and Machine Learning...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Feature Extraction: Supervised PCA and Fishers Linear Discriminant Analysis Activity
In this video, we will cover Supervised PCA and Fishers linear discriminant analysis activity. This clip is from the chapter "Machine Learning: Feature Engineering and Dimensionality Reduction with Python" of the series "Data Science and...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Networks and Deep Learning Basics: Why Depth
In this video, we will understand why depth. This clip is from the chapter "Deep learning: Artificial Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section, we will...