Packt Fast Numerical Computing with Python-XQZT | Apps-Tutorials | MP4 | 618.49 MiB
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Another exquisit release Packt.Fast.Numerical.Computing.with.Python-XQZT Title: Fast Numerical Computing with Python Publisher: Packt Size: 619M (648534956 B) Files: 13F Date: 03/18/2020 Course #: 9781789804041 Type: N/A Published: 18 Mar 2020 Modified: N/A URL: www.packtpub.com/data/fast-numerical-computing-with-python-video Author: N/A Duration: 3 hours 17 minutes Skill: N/A Exer/Code: [X] Installation: Unpack that shit, run that shit Description: Performing numerical computations using conventional Python methods is inefficient as complex calculations can take their toll on your system's performance. However, NumPy, the core library for scientific computing in Python, helps keep computations fast and lets your system perform efficiently. This course adopts a step-by-step approach where you learn through live examples. You will learn numerical computations by performing them! Gain the skills you need to become a better Python developer or data scientist. Beginning with NumPy's arrays and functions, you'll master linear algebra concepts, perform vector and matrix math operations, and use NumPy in Python (using quick and easy techniques) to derive numerical results faster and far more easily than with any other tool. You will understand and practice data processing and predictive modeling throughout the course. By the end of this course, you will have developed a strong foundation in solving numerical computational problems with NumPy. You will also have a really good knowledge of Python and will be ready to advance your career as a Python developer or data scientist. All the code and supporting files for this course are available at
619M Fast Numerical Computing with Python [Video] 57M Fast Numerical Computing with Python [Video]/1.Setting Up Our Environment 9.4M Fast Numerical Computing with Python [Video]/1.Setting Up Our Environment/01.The Course Overview.mp4 13M Fast Numerical Computing with Python [Video]/1.Setting Up Our Environment/02.Overview of Command Line.mp4 19M Fast Numerical Computing with Python [Video]/1.Setting Up Our Environment/03.Installing Python.mp4 12M Fast Numerical Computing with Python [Video]/1.Setting Up Our Environment/04.Running Python Code.mp4 5.2M Fast Numerical Computing with Python [Video]/1.Setting Up Our Environment/05.Git and GitHub Overview.mp4 98M Fast Numerical Computing with Python [Video]/2.NumPy Fundamentals in Python 4.3M Fast Numerical Computing with Python [Video]/2.NumPy Fundamentals in Python/06.Python Fundamentals.mp4 5.6M Fast Numerical Computing with Python [Video]/2.NumPy Fundamentals in Python/07.Exploring Python Data Types.mp4 18M Fast Numerical Computing with Python [Video]/2.NumPy Fundamentals in Python/08.Numbers and Strings.mp4 16M Fast Numerical Computing with Python [Video]/2.NumPy Fundamentals in Python/09.Print Operations and Formatting.mp4 9.9M Fast Numerical Computing with Python [Video]/2.NumPy Fundamentals in Python/10.Boolean Algebra.mp4 28M Fast Numerical Computing with Python [Video]/2.NumPy Fundamentals in Python/11.Working with Lists and Dictionaries.mp4 17M Fast Numerical Computing with Python [Video]/2.NumPy Fundamentals in Python/12.Understanding Tuples and Sets.mp4 117M Fast Numerical Computing with Python [Video]/3.Creating Your First Matrix Using NumPy 2.3M Fast Numerical Computing with Python [Video]/3.Creating Your First Matrix Using NumPy/13.Case Study Overview.mp4 4.4M Fast Numerical Computing with Python [Video]/3.Creating Your First Matrix Using NumPy/14.Matrices.mp4 36M Fast Numerical Computing with Python [Video]/3.Creating Your First Matrix Using NumPy/15.Building Your First Matrix.mp4 17M Fast Numerical Computing with Python [Video]/3.Creating Your First Matrix Using NumPy/16.Matrix Operations.mp4 25M Fast Numerical Computing with Python [Video]/3.Creating Your First Matrix Using NumPy/17.Your First Visualization.mp4 34M Fast Numerical Computing with Python [Video]/3.Creating Your First Matrix Using NumPy/18.Creating Your First Function.mp4 117M Fast Numerical Computing with Python [Video]/4.Working with NumPy 9.3M Fast Numerical Computing with Python [Video]/4.Working with NumPy/19.Introduction to NumPy.mp4 6.5M Fast Numerical Computing with Python [Video]/4.Working with NumPy/20.Building NumPy Arrays.mp4 26M Fast Numerical Computing with Python [Video]/4.Working with NumPy/21.NumPy Arrays Indexing.mp4 20M Fast Numerical Computing with Python [Video]/4.Working with NumPy/22.Data Processing.mp4 17M Fast Numerical Computing with Python [Video]/4.Working with NumPy/23.Exploratory Data Analysis.mp4 39M Fast Numerical Computing with Python [Video]/4.Working with NumPy/24.Mathematical Functions.mp4 68M Fast Numerical Computing with Python [Video]/5.Python for Data Science with NumPy 13M Fast Numerical Computing with Python [Video]/5.Python for Data Science with NumPy/25.Performing NumPy Operations.mp4 3.3M Fast Numerical Computing with Python [Video]/5.Python for Data Science with NumPy/26.NumPy Case Study Overview.mp4 52M Fast Numerical Computing with Python [Video]/5.Python for Data Science with NumPy/27.NumPy Case Study Solution.mp4 163M Fast Numerical Computing with Python [Video]/6.Building a Document Scanner with OpenCV and NumPy 21M Fast Numerical Computing with Python [Video]/6.Building a Document Scanner with OpenCV and NumPy/28.Scanning Data from an Image Using OpenCV.mp4 19M Fast Numerical Computing with Python [Video]/6.Building a Document Scanner with OpenCV and NumPy/29.Converting Information to Workable Data.mp4 33M Fast Numerical Computing with Python [Video]/6.Building a Document Scanner with OpenCV and NumPy/30.Adding Perspective and Converting the Document.mp4 46M Fast Numerical Computing with Python [Video]/6.Building a Document Scanner with OpenCV and NumPy/31.Data Manipulation Using NumPy.mp4 45M Fast Numerical Computing with Python [Video]/6.Building a Document Scanner with OpenCV and NumPy/32.Performing Computations Using the Data.mp4 1.1M Fast Numerical Computing with Python [Video]/Exercise Files 1.1M Fast Numerical Computing with Python [Video]/Exercise Files/code_9781789804041.zip 619M total
File: 01.The Course Overview.mp4 Size: 9780035 bytes (9.33 MiB), duration: 00:03:18, avg.bitrate: 395 kb/s Audio: aac, 48000 Hz, stereo (eng) Video: h264, yuv420p, 1920x1080, 30.00 fps(r) (und)
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