Beginning Django: Web Application Development and Deployment with Python 2 and Python 3

What You'll Learn

❌ Get started with the Django framework
❌ Use Django views, class-based views, URLs, middleware, forms, templates, and Jinja templates
❌ Take advantage of Django models, including model relationships, migrations, queries, and forms
❌ Leverage the Django admin site to get access to the database used by a Django project.
❌ Deploy Django REST services to serve as the data backbone for mobile, IoT, and SaaS systems.
❌ OOP

#کتاب #جنگو #پایتون

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Text Generation for Char LSTM models

Train a character-level language model on a corpus of jokes.

#Machine_learning #Training

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Machine Learning Behavioral Recognition to Support Neuropsychological Diagnosis of Cognitive Decline

#Neuropsychological

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Intro to Deep Learning with PyTorch By Facebook AI

✅ Free Course

#Deep_Learning #DL #PyTorch

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Using a Keras LSTM Model to Predict Stock Prices

This tutorial illustrates how to get started forecasting time series with LSTM models. Stock market data is a great choice for this because it’s quite regular and widely available to everyone. Please don’t take this as financial advice or use it to make any trades of your own.

#ML

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Rules of Machine Learning: Best Practices for ML Engineering

#ML #Big_Data #Training

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VID2VID: Video-to-Video Synthesis

Pytorch implementation for high-resolution (e.g., 2048x1024) photorealistic video-to-video translation.

#Paper

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Introduction to Applied Linear Algebra – Vectors, Matrices, and Least Squares

By Stephen Boyd and Lieven Vandenberghe, Cambridge University Press:

#ArtificialIntelligence #MachineLearning #Math

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Model evaluation, model selection, and algorithm selection in machine learning

#ML #AI #BigData #DL ##neuralnetworks

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Twenty things I wish I’d known when I started my PhD

Recommened By Jeff Dean and Russ Poldrack

#Paper

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Nasdaq Financial Framework to Build Ledger Agnostic Blockchain With Microsoft Azure

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New NLP News:

ML on code, Understanding RNNs, Deep Latent Variable Models, Writing Code for NLP Research, Quo vadis, NLP?, Democratizing AI, ML Cheatsheets, Spinning Up in Deep RL, Papers with Code, Unsupervised MT, Multilingual BERT

#NLP #ML #DL #Training #RNN #RL

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✅ Free Book Online

Artificial Intelligence in Business Gets Real

By S. Ransbotham, P. Gerbert, M. Reeves, D. Kiron, and M. Spira

#book

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Twisted: Event-driven networking engine written in Python

https://www.twistedmatrix.com
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Top 15 Python Libraries for Data Science
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Finding Similar Quora Questions with Word2Vec and Xgboost
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Recurrent Neural Networks by Example in Python:
Using a Recurrent Neural Network to Write Patent Abstracts
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Predicting Professional Players’ Chess Moves with Deep Learning
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