Udemy - Practical Python Wavelet Transforms (I) - Fundamentals

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size1.2 GB
  • Uploaded Byfreecoursewb
  • Downloads46
  • Last checkedApr. 03rd '22
  • Date uploadedApr. 01st '22
  • Seeders 4
  • Leechers17
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Infohash : 359CC22AA0F0991F13BEDC96E95B2E25BAF5BDAE

Practical Python Wavelet Transforms (I): Fundamentals



https://DevCourseWeb.com

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 17 lectures (2h 5m) | Size: 1.25 GB

World-real Projects with PyWavelets, Jupyter notebook, Pandas and Many More

What you'll learn
Difference between time series and Signals
Basic concepts on waves
Basic concepts of Fourier Transforms
Basic concepts of Wavelet Transforms
Classification and applications of Wavelet Transforms
Setting up Python wavelet transform environment
Built-in Wavelet Families and Wavelets in PyWavelets
Approximation discrete wavelet and scaling functions and their visuliztion

Requirements
Basic Python programming experience needed
Basic knowledge on Jupyter notebook, Python data analysis and visualiztion are advantages, but are not required

Files:

[ DevCourseWeb.com ] Udemy - Practical Python Wavelet Transforms (I) - Fundamentals
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Introduction
    • 1. Introduction.mp4 (94.1 MB)
    • 1. Introduction.srt (4.4 KB)
    • 1.1 1.1.contents_intr.pdf (758.3 KB)
    2. Basic Concepts of Wavelet Transforms
    • 1. Time Seires and Signals.mp4 (37.0 MB)
    • 1. Time Seires and Signals.srt (3.0 KB)
    • 1.1 2.1..timeseries_signal.pdf (168.6 KB)
    • 2. Basic Concepts of Waves.mp4 (51.6 MB)
    • 2. Basic Concepts of Waves.srt (4.2 KB)
    • 2.1 2.2.wave_concepts.pdf (212.4 KB)
    • 3. Concepts of Fourier Transforms.mp4 (46.9 MB)
    • 3. Concepts of Fourier Transforms.srt (4.1 KB)
    • 3.1 2.3.fourier_transform.pdf (482.7 KB)
    • 4. Concepts of Wavelet Transforms.mp4 (47.7 MB)
    • 4. Concepts of Wavelet Transforms.srt (4.4 KB)
    • 4.1 2.4.wavelet_transform.pdf (442.1 KB)
    • 5. Wavelet Transform Classification.mp4 (59.9 MB)
    • 5. Wavelet Transform Classification.srt (5.2 KB)
    • 5.1 2.5.wavelet_classification.pdf (240.5 KB)
    • 6. Applications of Wavelet Transforms.mp4 (43.5 MB)
    • 6. Applications of Wavelet Transforms.srt (3.8 KB)
    • 6.1 2.6.wavelet_application.pdf (768.9 KB)
    3. Setting up PyWavelets Environment
    • 1. Installing Anaconda Python.mp4 (86.8 MB)
    • 1. Installing Anaconda Python.srt (9.2 KB)
    • 1.1 install_anaconda_python_notes.pdf (144.4 KB)
    • 2. Adding Anaconda Powershell on Right-click Menu of Windows (Optional).mp4 (111.7 MB)
    • 2.1 anaconda_powershell_rightclick_optional.pdf (216.2 KB)
    • 3. Required Packages.mp4 (67.0 MB)
    • 3. Required Packages.srt (6.3 KB)
    • 3.1 3.2.required_packages.pdf (246.4 KB)
    • 4. Basic Operations of Working Directory.mp4 (60.6 MB)
    • 4. Basic Operations of Working Directory.srt (10.6 KB)
    • 4.1 3.3.work_directory_operation.pdf (171.1 KB)
    • 5. Basic Operations of Jupyter Notebook.mp4 (47.2 MB)
    • 5. Basic Operations of Jupyter Notebook.srt (9.4 KB)
    • 5.1 3.4.jupyter_notebook_operations.pdf (178.7 KB)
    4. PyWavelets and its Built-in Wavelets
    • 1. Introduction to PyWavelets.mp4 (39.3 MB)
    • 1. Introduction to PyWavelets.srt (2.8 KB)
    • 1.1 4.1.pywavelet_intr.pdf (213.3 KB)
    • 2. PyWavelets Built-in Wavelets Families.mp4 (127.5 MB)
    • 2. PyWavelets Built-in Wavelets Families.srt (9.8 KB)
    • 2.1 4.2.pywavelets_families.pdf (287.6 KB)
    • 3. Discrete Wavelets Properties.mp4 (78.8 MB)
    • 3. Discrete Wavelets Properties.srt (6.1 KB)
    • 3.1 4.3.dwt_ properties.pdf (241.4 KB)
    • 4. Continuous Wavelet Properties.mp4 (61.8 MB)
    • 4. Continuous Wavelet Properties.srt (4.4 KB)
    • 4.1 4.4.cwt_ properties.pdf (241.4 KB)
    • 5. Approximating Wavelet and Scaling Functions.mp4 (184.0 MB)
    • 5. Approximating Wavelet and Scaling Functions.srt (15.0 KB)
    • 5.1 4.5.wavelet_functions.pdf (367.8 KB)
    • Bonus Resources.txt (0.4 KB)

Code:

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