Tag: Python

August 23, 2024

Introduction to Data Visualization with Python

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Free Download Introduction to Data Visualization with Python
Duration: 1h 28m | Video: .MP4, 1280×720 30 fps | Audio: AAC, 48 kHz, 2ch | Size: 195 MB
Genre: eLearning | Language: English
Data visualization is often the first step in any type of data analysis. This course will teach you several essential data visualization techniques, when to use them, and how to implement them with Python and Matplotlib.
At the core of data science and data analytics is a thorough knowledge of data visualization. In this course, Introduction to Data Visualization with Python, you’ll learn how to use several essential data visualization techniques to answer real-world questions. First, you’ll explore techniques including scatter plots. Next, you’ll discover line charts and time series. Finally, you’ll learn what to do when your data is too big. When you’re finished with this course, you’ll have a foundational knowledge of data visualization that will help you as you move forward to analyze your own data.

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August 23, 2024

Data Science with Python Distributions and Aggregations in Data

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Free Download Data Science with Python Distributions and Aggregations in Data
Published 4/2024
MP4 | Video: h264, 1920×1080 | Audio: AAC, 48 KHz
Language: English | Size: 82.58 MB | Duration: 29m 44s
Mastering distributions and aggregations is essential for effective exploration, summarization, and analysis of datasets. This course will teach you how to analyze distributions and implement advanced data summarization techniques.

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August 23, 2024

Data Science with Python – Munging, Outliers, and Feature Engineering

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Free Download Data Science with Python – Munging, Outliers, and Feature Engineering
Published 5/2024
MP4 | Video: h264, 1920×1080 | Audio: AAC, 48 KHz
Language: English | Size: 126.32 MB | Duration: 46m 56s
Learn to preprocess and engineer features from raw data using Python. This course will teach you to handle missing values, detect outliers, create relevant features, and optimize datasets for effective data science projects.

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August 23, 2024

Data Science with Python – Exploratory Techniques to Statistical Insights

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Free Download Data Science with Python – Exploratory Techniques to Statistical Insights
Published 5/2024
MP4 | Video: h264, 1920×1080 | Audio: AAC, 48 KHz
Language: English | Size: 138.13 MB | Duration: 33m 21s
Dive into the world of data-driven decision-making. This course will teach you how to leverage Exploratory Data Analysis to unveil market trends and inform strategic choices.

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August 23, 2024

Data Science with Python – Enhancing Model Accuracy and Robustness

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Free Download Data Science with Python – Enhancing Model Accuracy and Robustness
Published 5/2024
MP4 | Video: h264, 1920×1080 | Audio: AAC, 48 KHz
Language: English | Size: 54.07 MB | Duration: 22m 29s
Simply creating a machine learning model is not enough to gain the best insights on the data. This course will teach you how to enhance a model through hyper-parameter tuning and other methods.

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