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Deep Learning - Crash Course 2023 - Pandas Data Frame
In this video, you will learn about Pandas' two-dimensional data structure called dataframes. This clip is from the chapter "Python for Data Science - Crash Course" of the series "Deep Learning - Crash Course 2023".In this section, we...
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Deep Learning - Crash Course 2023 - Pandas in Python - Pandas Series
In this video, you delve into the world of Pandas in Python and gain expertise in working with Pandas Series, a fundamental component of Pandas. This clip is from the chapter "Python for Data Science - Crash Course" of the series "Deep...
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Deep Learning - Crash Course 2023 - NumPy Part 1
In this video, you will learn about arrays in NumPy. This clip is from the chapter "Python for Data Science - Crash Course" of the series "Deep Learning - Crash Course 2023".In this section, we will have a quick refresher on different...
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Deep Learning - Crash Course 2023 - Functions and Classes in Python
In this video, we will understand what functions and classes are in Python. This clip is from the chapter "Python Crash Course on Basics" of the series "Deep Learning - Crash Course 2023".In this section, we will work on our foundation...
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Deep Learning - Crash Course 2023 - Python Control statements - While and For
In this video, we will look at the different loops in Python called While and For. This clip is from the chapter "Python Crash Course on Basics" of the series "Deep Learning - Crash Course 2023".In this section, we will work on our...
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Deep Learning - Crash Course 2023 - Control Statements Python if…else
In this video, we will explain the control statements in Python like if…else statements. This clip is from the chapter "Python Crash Course on Basics" of the series "Deep Learning - Crash Course 2023".In this section, we will work on our...
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Deep Learning - Crash Course 2023 - Python Basics - Containers in Python
In this video, you will learn about tuples, sets, and dictionaries. This clip is from the chapter "Python Crash Course on Basics" of the series "Deep Learning - Crash Course 2023".In this section, we will work on our foundation of Python...
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Deep Learning - Crash Course 2023 - Python Basics - Data Types
In this video, you will learn about variables, comments in Python, basic data types, Boolean, strings, and Python containers. This clip is from the chapter "Python Crash Course on Basics" of the series "Deep Learning - Crash Course...
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Deep Learning - Crash Course 2023 - Accessing Google Colab
In this video, you will learn how to access and use the Google Colab notebook. This clip is from the chapter "Python Crash Course on Basics" of the series "Deep Learning - Crash Course 2023".In this section, we will work on our...
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Deep Learning - Crash Course 2023 - Learning Algorithms and Model Performance
In this video, you will learn two more terms related to deep learning called learning algorithms and model performance. This clip is from the chapter "Getting the Basics Right" of the series "Deep Learning - Crash Course 2023".In this...
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Deep Learning - Crash Course 2023 - Applications of Data
In this video, we will look at the different actions we can perform on data to fulfil our requirements. This clip is from the chapter "Getting the Basics Right" of the series "Deep Learning - Crash Course 2023".In this section, you will...
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Deep Learning - Crash Course 2023 - Bias
In this video, you will learn about bias in neural networks. This clip is from the chapter "Getting the Basics Right" of the series "Deep Learning - Crash Course 2023".In this section, you will learn some basic terms used in deep learning.
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Deep Learning - Crash Course 2023 - Activation Function
In this video, you will learn how to apply an activation function to the weighted average to make sure the output value falls between 0 and 1. This clip is from the chapter "Getting the Basics Right" of the series "Deep Learning - Crash...
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Deep Learning - Crash Course 2023 - Artificial Neural Networks
In this video, you will learn about artificial neural networks. This clip is from the chapter "Getting the Basics Right" of the series "Deep Learning - Crash Course 2023".In this section, you will learn some basic terms used in deep...
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Deep Learning - Crash Course 2023 - Course Introduction
In this video, we will be introduced to the course. This clip is from the chapter "Welcome on Board" of the series "Deep Learning - Crash Course 2023".In this section, we will introduce the course and its objectives.
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Deep Learning - Crash Course 2023 - Summary on Activation Functions
This video provides a quick summary of activation functions. This clip is from the chapter "Activation Functions in Deep Learning Neural Networks" of the series "Deep Learning - Crash Course 2023".In this section, we will cover...
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Deep Learning - Artificial Neural Networks with Tensorflow - How to Choose Hyperparameters
In this video, we will understand how to choose hyperparameters. This clip is from the chapter "Feedforward Artificial Neural Networks" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this section, we will...
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Deep Learning - Artificial Neural Networks with Tensorflow - The Neuron
In this video, we will understand the neuron. This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this section, we will cover a crash course on...
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Deep Learning - Computer Vision for Beginners Using PyTorch - Histplot
In this video, you will learn how to create a Histplot. This clip is from the chapter "Optional Learning - Python for Data Science - with Matplotlib" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In this...
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Deep Learning - Computer Vision for Beginners Using PyTorch - Plot Formatting and Scatter Plot
In this video, we will cover plot formatting and scatter plot. This clip is from the chapter "Optional Learning - Python for Data Science - with Matplotlib" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In...
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Deep Learning - Computer Vision for Beginners Using PyTorch - Format the Plot
In this video, you will learn how to format our Matplotlib plot. This clip is from the chapter "Optional Learning - Python for Data Science - with Matplotlib" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In...
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Deep Learning - Computer Vision for Beginners Using PyTorch - Matplotlib Introduction
In this video, we will get introduced to Matplotlib. This clip is from the chapter "Optional Learning - Python for Data Science - with Matplotlib" of the series "Deep Learning - Computer Vision for Beginners Using PyTorch".In this...
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Deep Learning - Computer Vision for Beginners Using PyTorch - Imputation
In this video, we will understand how to perform imputation on our dataframe. This clip is from the chapter "Optional Learning - Python for Data Science - with Pandas" of the series "Deep Learning - Computer Vision for Beginners Using...
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Deep Learning - Computer Vision for Beginners Using PyTorch - Slicing Pandas Dataframe
In this video, we will understand how we can return the required elements from our dataframe using the concept of slicing. This clip is from the chapter "Optional Learning - Python for Data Science - with Pandas" of the series "Deep...