i About the Tutorial Today’s Artificial Intelligence (AI) has far surpassed the hype of blockchain and quantum computing. The developers now take advantage of this in creating new Machine Learning models and to re-train the existing models for better performance and results. This tutorial will give an introduction to machine learning and its implementation in Artificial Intelligence. Audience This tutorial has been prepared for professionals aspiring to learn the complete picture of machine learning and artificial intelligence. This tutorial ...
TensorFlow i TensorFlow About the Tutorial TensorFlow is an open source machine learning framework for all developers. It is used for implementing machine learning and deep learning applications. To develop and research on fascinating ideas on artificial intelligence, Google team created TensorFlow. TensorFlow is designed in Python programming language, hence it is considered an easy to understand framework. Audience This tutorial has been prepared for python developers who focus on research and development with various machine learning and deep learning ...
EPL 660 – Information Retrieval and Search Engines Lab 2: Natural Language Processing using Python NLTK Lab Overview What is NLTK? Natural Language Toolkit (NLTK) is a leading platform for building Python programs to work with human language data (Natural Language Processing). It is accompanied by a book that explains the underlying concepts behind the language processing tasks supported by the toolkit. NLTK is intended to support research and teaching in NLP or closely related areas, including empirical linguistics, cognitive ...
Keras i Keras About the Tutorial Keras is an open source deep learning framework for python. It has been developed by an artificial intelligence researcher at Google named Francois Chollet. Leading organizations like Google, Square, Netflix, Huawei and Uber are currently using Keras. This tutorial walks through the installation of Keras, basics of deep learning, Keras models, Keras layers, Keras modules and finally conclude with some real-time applications. Audience This tutorial is prepared for professionals who are aspiring to make ...
Tutorial: First Steps in Image Classification using Python, Jupyter Notebook and Gluon-CV on AWS SageMaker Klaus Haller, 13.5.2020 Klaus Haller 1 13.5.2020 1. AIM OF THE TUTORIAL............................................................................................................................. 3 2. AMAZON SAGEMAKER / AMAZON SAGE MAKER STUDIO........................................................................ 3 3. UNDERSTANDING JUYPTER NOTEBOOK .................................................................................................. 7 4. IMPLEMENTING IMAGE CLASSIFICATION IN PYTHON .............................................................................. 8 Photo front page by Icons8 Team on Unsplash Klaus Haller 2 13.5.2020 1. Aim of the Tutorial Deep Learning, Analytics, Computer Vision – these are ...
spaCy i spaCy About the Tutorial spaCy, developed by software developers Matthew Honnibal and Ines Montani, is an open-source software library for advanced NLP (Natural Language Processing). It is written in Python and Cython (C extension of Python which is mainly designed to give C like performance to the Python language programs). spaCy is a relatively new framework but one of the most powerful and advanced libraries used to implement NLP. Audience This tutorial will be useful for graduates, post-graduates ...
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