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Data Science & Machine Learning eLearning Bundle
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Bundle Details
NumPy Matrices and Vectors
NumPy is a library used in python, containing data structures and functions that allow for the usage of powerful and functional arrays and matrices. With the ability to build arrays that are considerably faster than the regular lists in Python, and to make more efficient mathematical computations, NumPy’s applications range from data science to machine learning, game development, and more.
After being shown how to download and install Anaconda and Jupyter, you will learn:
NumPy arrays:
- Creating NumPy arrays
- Fetch operations
- Modification operations
- Numpy matrices
Creating NumPy matrices:
- Fetch operations
- Modification operations
Language: English
Publisher: Zenva
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About this Bundle
In Data Science, data fields are analysed to produce meaning, methods, algorithms & knowledge which can then be applied to systems & other mechanics. Machine Learning is a key part of that second step so with our 8-title eLearning bundle, you’ll be suitably qualified to develop these important skill sets.
Data Manipulation with Pandas and Data Analysis with Pandas explore Python’s Panda library. Step into ML with Machine Learning with Python and Tensorflow and then develop your understanding of Python computer vision by developing a photo filter editor from scratch.
Learn the fundamentals of probability and set yourself on the path towards making accurate predictions with Probability Foundations for Data Science there are two full courses covering Neural Networks: Convolutional Neural Networks for Image Classification and Recurrent Neural Networks: Text Generation.
Our final two courses covering NumPy Matrices and Vectors and Python Image Processing - Make Instagram-Style Filters close out this new bundle.
