Curated Video
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...
Curated Video
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...
Curated Video
Python for Machine Learning - The Complete Beginners Course - Implementation Steps
In this video, you will learn the implementation steps. This clip is from the chapter "Classification Algorithms: Logistic Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will...
Curated Video
Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Feature Scaling
In this video, you will learn about feature scaling. This clip is from the chapter "Classification Algorithms: K-Nearest Neighbors" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will...
Curated Video
Python for Machine Learning - The Complete Beginners Course - Exploring the Dataset
In this video, you will learn how to explore the dataset. This clip is from the chapter "Classification Algorithms: Decision Tree" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will...
Curated Video
Practical Data Science using Python - Statistics and Experiments
This video explains statistics and experiments. This clip is from the chapter "Statistical Techniques" of the series "Practical Data Science Using Python".This section explains advanced visualizations using business applications.
Curated Video
Practical Data Science using Python - Bias and Variance
This video explains bias and variance. This clip is from the chapter "Machine Learning" of the series "Practical Data Science Using Python".This section explains machine learning.
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Deep Learning CNN Convolutional Neural Networks with Python - FashionMNIST Example Plan Neural Network
This video demonstrates FashionMNIST example plan neural network. This clip is from the chapter "Introduction to TensorFlow" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the...
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Deep Learning CNN Convolutional Neural Networks with Python - Batch Normalization
This video demonstrates batch normalization. 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 deep...
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Python for Deep Learning - Build Neural Networks in Python - Splitting the Dataset into Independent and Dependent Variables
In this video, you will learn how to split the dataset into independent and dependent variables. This clip is from the chapter "Implementation of ANN in Python" of the series "Python for Deep Learning — Build Neural Networks in...
Curated Video
Probability Statistics - The Foundations of Machine Learning - Applying Entropy - Coding Decision Trees for Machine Learning
In this video, you will learn how to apply Entropy by coding decision trees for machine learning. This clip is from the chapter "Applications to the Real World" of the series "Probability / Statistics - The Foundations of Machine...
Curated Video
No-Code Machine Learning Using Amazon AWS SageMaker Canvas - Predict Single and Batch Dataset
In this video, you will learn how to predict single and batch dataset. This clip is from the chapter "Project 1 - Banknote Authentication" of the series "No-Code Machine Learning Using Amazon AWS SageMaker Canvas".In this section, we...
Curated Video
No-Code Machine Learning Using Amazon AWS SageMaker Canvas - Adding Training Data
In this video, you will learn how to add training data. This clip is from the chapter "Project 1 - Banknote Authentication" of the series "No-Code Machine Learning Using Amazon AWS SageMaker Canvas".In this section, we will work on a...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Machine Learning Models and Optimization: Training Process, Error, Cost and Loss
In this video, we will cover the training process, error, cost, and loss. This clip is from the chapter "Machine Learning: Machine Learning Crash Course" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Transfer Learning: What is Transfer learning
In this video, we will explain what is transfer learning. This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Python for Data Science: Dataset Preprocessing
In this video, we will cover dataset preprocessing.
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Matplotlib for Data Visualization: Matplotlib Scatter Plot
In this video, we will cover Matplotlib scatter plot. 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...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Implementation of DNN for COVID 19 Analysis: COVID19 Regression with TensorFlow
In this video, we will cover COVID19 regression with TensorFlow.
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - DNN and Deep Learning Basics: DNN Learning Rate
In this video, we will cover DNN learning rate. 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...
Curated Video
Azure Data Factory for Beginners - Build Data Ingestion - Create Source Dataset
This video helps in creating source dataset. This clip is from the chapter "Event-Driven Ingestion" of the series "Azure Data Factory for Beginners - Build Data Ingestion".Introduction
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Azure Data Factory for Beginners - Build Data Ingestion - Create Sink Dataset
This video demonstrates creating sink dataset. This clip is from the chapter "Event-Driven Ingestion" of the series "Azure Data Factory for Beginners - Build Data Ingestion".Introduction
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Azure Data Factory for Beginners - Build Data Ingestion - Create Data Factory and Read Metadata
This video explains creating Data Factory and reading metadata. This clip is from the chapter "Event-Driven Ingestion" of the series "Azure Data Factory for Beginners - Build Data Ingestion".Introduction
Curated Video
Azure Data Factory for Beginners - Build Data Ingestion - Add Dataset to Read Files
This video talks about adding dataset to read files. This clip is from the chapter "Event-Driven Ingestion" of the series "Azure Data Factory for Beginners - Build Data Ingestion".Introduction
NASA
NASA | OIB: NASA and ESA in an Arctic Alliance
For the second straight year, NASA's Operation IceBridge is collaborating with the European Space Agency's CryoVEx program, flying aircraft low over Arctic sea ice while ESA's CryoSat satellite orbits above. In this video, IceBridge...