Julia is an easy, fast, open source language that if written well performs nearly as well as low-level languages such as C and FORTRAN. Its design is a dance between specialization and abstraction, providing high machine...

From the section: Security Test Using Adversarial Attack. In this section, you will test any AI system against the latest attacks with the help of simple tools.



The aim of this video is to demonstrate that all approaches...

This video explains an example of lending club case study.<br<br/>/>

This clip is from the chapter "Exploratory Data Analysis (EDA)" of the series "Practical Data Science Using Python".This section explains Exploratory Data Analysis.

In this video, we will understand the need of Python.
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This clip is from the chapter "Basics for Data Science: Python for Data Science and Data Analysis" of the series "Data Science and Machine Learning (Theory and Projects) A...

This video explains the history of machine learning.<br<br/>/>

This clip is from the chapter "Machine Learning" of the series "Practical Data Science Using Python".This section explains machine learning.

This video introduces you to logistic regression.
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This clip is from the chapter "Logistic Regression" of the series "Data Science and Machine Learning with R from A-Z Course [Updated for 2021]".This section explains...

Today we’re going to take our first baby steps from hardware into software! Using that CPU we built last episode we’re going to run some instructions and walk you through how a program operates on the machine level. We'll show you how...

Modern computers are revolutionizing our lives, performing tasks unimaginable only decades ago. This was made possible by a long series of innovations, but there's one foundational invention that almost everything else relies upon: the...

Why don’t we have robots taking care of our every need by now? A little history of the field of robotics might help you understand how hard it is to get machines to perform tasks, and how far we’ve come in just a few decades.

His name is HERB and he's a robotic butler designed to open doors, clean tables and even retrieve your slippers. He doesn't look as human as his Japanese counterparts but HERB has a bigger brain according to its developer Siddhartha...

In this video, we will cover functions in Python.
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This clip is from the chapter "Basics for Data Science: Python for Data Science and Data Analysis" of the series "Data Science and Machine Learning (Theory and Projects) A to...

In this video, we will cover multiple input arguments.
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This clip is from the chapter "Basics for Data Science: Python for Data Science and Data Analysis" of the series "Data Science and Machine Learning (Theory and Projects)...

In this video, we will understand why feature selection is needed.
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This clip is from the chapter "Machine Learning: Feature Engineering and Dimensionality Reduction with Python" of the series "Data Science and Machine...

In this video, we will get introduced to time series and understand some basics.
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This clip is from the chapter "Time Series Basics" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In...

This video is designed to help you become familiar with the basics of the gcloud CLI, providing you with a comprehensive overview of its main features and showing you how to use them to perform common tasks and manage your GCP...

Experts in neuroscience help us understand why the human brain is a marvel of structure and function. This video looks at the different areas of the brain. The hippocampus which helps us to form memories, learn and have emotions. The...

Sentiment analysis is one of the most widely performed tasks in NLP. An LSTM network can be used to classify short texts into desired categories–that is, classification problems. For example, a set of tweet texts can be categorized as...

We might have a strong hand because having a weak hand is actually useful.

Nobody is exactly sure why we sleep. We do know that it is during this time that the brain performs many tasks relating to memory. But how does the brain decide what to keep and what to throw out? Neuroscientist Giulio Tononi and...

In this video, we'll explore the versatile str_replace_all() function from the stringr package, an essential tool for anyone working with text or strings in R programming. The stringr package in R is your go-to resource for handling and...

In this video, we will look at the common network configuration that we will be using whenever performing the common deep learning task.
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This clip is from the chapter "Activation Functions in Deep Learning Neural Networks" of...

Learn more about common operations on a Priority Queue are insertion, accessing the highest priority element and removing the highest priority element.
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This clip is from the chapter "Heaps" of the series "From 0 to 1: Data...

In this video, we will look at the different actions we can perform on data to fulfil our requirements.
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This clip is from the chapter "Getting the Basics Right" of the series "Deep Learning - Crash Course 2023".In this...

This video talks about Anaconda.<br<br/>/>

This clip is from the chapter "Advanced Level: Data Science" of the series "Python in Practice - 15 Projects to Master Python".This section focuses on the advanced level: data science.