In this math video lesson we will learn about probability models. We will define probability models as a mathematical description listing all possible outcomes of an event and their corresponding probabilities. We will understand that a...

In this math video lesson we will learn about probability models. We will define probability models as a mathematical description listing all possible outcomes of an event and their corresponding probabilities. We will understand that a...

In this short video we will discuss how to find theoretical probability. Given a container of 1000 balls and the specific number of each color ball in the container, we will determine the probability of drawing a specific color. We...

In this video, we will talk about the theoretical probability of staying or switching in the well known Monty Hall problem. You will discover why it is better to switch given the theoretical probability. Use a simulation to show...

This video demonstrates FashionMNIST example plan neural network.
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This clip is from the chapter "Introduction to TensorFlow" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on...

In this video, we will cover random variables in real datasets.
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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...

In this video, we will cover Bernulli random variables.
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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...

In this video, we will cover Curse of Dimensionality.

In this video, we will cover classification.

This video explains logistic regression - Logit model.<br<br/>/>

This clip is from the chapter "Logistic Regression" of the series "Practical Data Science Using Python".This section explains logistic regression.

This video demonstrates FashionMNIST example CNN.
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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...

In this video, we will cover transformation of random variables.
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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...

In this video, we will cover Bernulli Trail Python practice.
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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...

In this video, we will cover project Bayes Classifier from scratch.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning...

In this video, we will cover probability model.
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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...

In this video, we will cover Homework.
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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...

In this video, we will cover joint distributions.
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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)...

In this video, we will cover variance.
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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...

In this video, we will cover FashionMNIST example plan neural network.
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This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and...

In this video, we will cover probability models more examples.
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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...

In this video, we will cover probability models example.
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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...

In this video, we will cover parametric distributions.

In this video, we will cover logistic regression.

In this video, we will understand DNN.