Udemy - Complete NumPy Masterclass Go from Zero to Hero in Numpy ...

Files:

• 4. Raspberry Pi Raspbian OS Setup Part 1.mp4 (229.2 MB)
• 1. What is Raspberry Pi.mp4 (156.2 MB)
• 2. Raspberry Pi Unboxing.mp4 (79.3 MB)
• 3. Resources for Raspberry Pi Setup.html (0.1 KB)
• 3.1 02 Web URLs for downloads.pdf.pdf (110.3 KB)
• 5. Raspberry Pi Raspbian OS Setup Part 2.mp4 (183.9 MB)
• 6. Remotely accessing Pi with VNC.mp4 (106.3 MB)
• 7. Python on Raspberry Pi.mp4 (78.7 MB)
• 8. List of Linux Commands used in Raspberry Pi Setup.html (0.1 KB)
• 8.1 06 Linux Commands used in the Course.pdf.pdf (158.1 KB)

• ReadMe.txt (0.5 KB)
• Visit Coursedrive.org.url (0.1 KB)
1. Introduction
• 1. Course Objectives, Audience, and prerequisites.mp4 (50.9 MB)
• 1.1 01 Course Objectives.pdf.pdf (469.1 KB)
• 2. Course Contents Walkthrough.mp4 (29.1 MB)
• 2.1 02 Course Contents Walkthrough.pdf.pdf (288.0 KB)
• 3. Please do leave your feedback.mp4 (3.7 MB)
• 4. Scientific Python Ecosystem.mp4 (26.9 MB)
• 4.1 04 Scientific Python Ecosystem.pdf.pdf (289.8 KB)
• 5. Introduction to NumPy.mp4 (19.9 MB)
• 5.1 05 Introduction to NumPy.pdf.pdf (210.0 KB)
• 6. PDF of URLs of all the Scientific Python Libraries.html (0.1 KB)
• 6.1 06 URLs of projects in Scientific Python Ecosystem.pdf.pdf (113.5 KB)
• Must Read.txt (0.5 KB)
• Visit Coursedrive.org.url (0.1 KB)
2. Python 3 on Windows
• 1. Install Python 3 on Windows.mp4 (47.6 MB)
• 2. Verify Python 3 installation on Windows.mp4 (46.9 MB)
• 2.1 02 Verifying Installation on Windows.pdf.pdf (155.2 KB)
4. Basics of Python 3
• 1. Hello World program on Windows.mp4 (58.7 MB)
• 2. Hello World program on Raspberry Pi.mp4 (117.1 MB)
• 3. Python 3 Interpreter vs Script Mode.mp4 (44.3 MB)
• 4. Exploring IDLE.mp4 (69.8 MB)
• 5. What platform to use.mp4 (71.1 MB)
5. Python Package Index and pip
• 1. Introduction to PyPI and pip.mp4 (31.1 MB)
• 2. pip on Windows.mp4 (62.9 MB)
• 3. pip on Raspberry Pi.mp4 (82.3 MB)
6. NumPy and Matplotlib installation
• 1. Install NumPy and Matplotlib on Windows.mp4 (46.6 MB)
• 2. Install NumPy and Matplotlib on Raspberry Pi.mp4 (62.9 MB)
• 2.1 02 Installing NumPy and Matplotlib on Raspberry Pi.pdf.pdf (155.3 KB)
7. Jupyter
• 1. What is Jupyter.mp4 (103.3 MB)
• 2. Install Jupyter on Windows.mp4 (53.2 MB)
• 3. Install Jupyter on Raspberry Pi.mp4 (62.7 MB)
• 4. Install PuTTY on Windows.mp4 (37.4 MB)
• 5. Remotely connect to a Jupyter notebook.mp4 (52.8 MB)
• 6. A brief Tour of Jupyter.mp4 (153.3 MB)
• 7. List of commands and other resources used in this section.html (0.1 KB)
• 7.1 07 Jupyter Installation and Remote Connection.pdf.pdf (163.0 KB)
8. Getting Started with NumPy
• 1. Creating N-dimensional arrays, indexing, and slicing.mp4 (129.2 MB)
• 2. NumPy Ndarrays Properties.mp4 (42.5 MB)
• 3. NumPy Mathematical and Scientific Constants.mp4 (16.7 MB)
• 4. NumPy Data Types.html (0.1 KB)
• 4.1 NumPy Datatypes.pdf.pdf (162.4 KB)
9. Array Creation Routines and Matplotlib
• 1. Zeroes and Ones.mp4 (47.5 MB)
• 2. Matrices.mp4 (30.3 MB)
• 3. What is Matplotlib.mp4 (15.8 MB)
• 3.1 03 Matplotlib.pdf.pdf (281.1 KB)
• 4. NumPy Numerical Ranges and Matplotlib.mp4 (102.7 MB)
10. Routines for Random
• 1. Routines for Random.mp4 (32.8 MB)
• ReadMe.txt (0.5 KB)
• Visit Coursedrive.org.url (0.1 KB)
11. Array Manipulation
• 1. Array Manipulation Routines (split, stack, flip).mp4 (189.5 MB)
12. Bitwise Operations on NumPy Arrays
• 1. Bitwise Operations on NumPy Arrays.mp4 (22.1 MB)
13. Statistical Functions in NumPy
• 1. Statistical Functions in NumPy.mp4 (31.1 MB)
14. FFTs
• 1. FFTs and Inverse FFT.mp4 (90.7 MB)
• 2. Advanced FFTs.mp4 (70.6 MB)
15. Matrices and Linear Algebra
• 1. Dot Products.mp4 (44.6 MB)
• 2. Vector Dot Product.mp4 (20.1 MB)
• 3. Inner Product.mp4 (14.5 MB)
• 4. QR Decomposition.mp4 (17.5 MB)
• 5. Determining and Solving Linear Equations.mp4 (38.8 MB)
16. Mathematical and Trigonometric Functions
• 1. Sin, Cos, Tan.mp4 (29.1 MB)
• 2. Sinh, Cosh, Tanh.mp4 (19.1 MB)
• 3. Exponent.mp4 (18.6 MB)
• 4. Logarithms.mp4 (14.7 MB)
• 5. Convolution.mp4 (15.8 MB)
17. Digital Image Processing with NumPy and Matplotlib
• 1. What is Digital Image Processing.mp4 (56.4 MB)
• 2. Image Datasets for Practicals.mp4 (44.0 MB)
• 2.1 01 Image Datasets Online.pdf.pdf (191.0 KB)
• 3. Installing Pillow on Windows and Raspberry Pi.mp4 (45.4 MB)
• 4. Reading, Displaying, and Saving images on Disk with Matplotlib.mp4 (76.1 MB)
• 5. NumPy for Image Processing and Computer Vision.mp4 (115.2 MB)
• 6. Image Statistics.mp4 (21.4 MB)
• 7. Image Masks.mp4 (55.1 MB)
• 8. Image Channels.mp4 (80.4 MB)
• 9. Arithmetic Operations.mp4 (79.8 MB)
• 10. Logical Operations.mp4 (74.5 MB)
• 11. Histogram with NumPy and Matplotlib.mp4 (125.6 MB)
18. File Operations with NumPy
• 1. Working with .npy files.mp4 (32.2 MB)
• 2. Working with .csv files.mp4 (26.4 MB)
19. Set Operations with NumPy
• 1. Set Operations with NumPy.mp4 (47.5 MB)
20. Sorting and Counting Routines in NumPy
• 1. Sorting with NumPy.mp4 (17.5 MB)
• 2. Counting non-zero elements in NumPy Ndarray.mp4 (24.3 MB)
21. Downloadable Code Bundle
• 1. Downloadable Code Bundle.html (0.1 KB)
• 1.1 CodeBundle.zip.zip (3.9 MB)
• 2. BONUS LECTURE.html (0.1 KB)
• 2.1 Discount Coupons.pdf.pdf (207.2 KB)
• ReadMe.txt (0.5 KB)
• Visit Coursedrive.org.url (0.1 KB)
• Visit Coursedrive.org.url (0.1 KB)
• Course Downloaded from coursedrive.org.txt (0.5 KB)