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data-science-6-real-world-case

This repo contains cases that deal with the main topics of Data Science with real world examples.

data-science-cheatsheet

All Technology cheatsheet in one place (Software Engineering, Data Science, DevOps, etc.)

data-science-learning-path

Data Science Learning Path - A complete guide to learn data science for beginners

data-science-projects

Set of real world data science tasks completed using the Python and various machine learning libraries.

data_engineering_with_python-track-datacamp

Data Engineer with Python lecture notes from #datacamp.

data_science

:notebook_with_decorative_cover: Data-Science Lecture

data_science-1

Data-science Under CSED (Video's_ Lectures)

data_science_taste_test

A data science intro lecture with a fun, fictional exercise based on an IBM HR dataset

data_visualization

使用javascript+PHP+MySQL搭建网站平台，通过调用百度地图API和echart.js相结合，动态展示对应点位当前呼叫动态数据。

dataanalysis-pythonprojects

database-connection-via-jdbc-for-creation-insertion-and-retrieval

Basic java program for database connection via JDBC for creation, insertion and retrival.

datacamp_exercises

Thanks to DataCamp, you can learn data science with their tutorial and coding challenge on R, Python, SQL and more.

dataminingnotebooks

This is a collection of iPython notebooks from my course on data mining. Data used in the notebooks can be downloaded from the given links in the notebooks.

datascience_projects

Python,R, Statistics, Machine learning, deep learning, AI

db-viz

deep-learning-in-production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

deep-learning-practise

A repository where I practice supervised and unsupervised Deep Learning models.

deep-learning-series

Lectures given by me on deep learning

deep-learning-with-tensorflow

Practising basics to master tensorflow

deep-learning-with-tensorflow2.x-projects

Deep learning (also known as deep structured learning) is part of a broader family of machine learning methods based on artificial neural networks with representation learning. Learning can be supervised, semi-supervised or unsupervised. Deep-learning architectures such as deep neural networks, deep belief networks, recurrent neural networks and convolutional neural networks have been applied to fields including computer vision, machine vision, speech recognition, natural language processing, audio recognition, social network filtering, machine translation, bioinformatics, drug design, medical image analysis, material inspection and board game programs, where they have produced results comparable to and in some cases surpassing human expert performance.

deep-neural-networks-healthcare

Tangible and Practical Deep Learning Projects Repository for Healthcare such as Cancer, Drug Discovery, Genomic and More

deep-reinforcement-learning-algorithms

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

deep_and_machine_learning_projects

This Repository contains the list of various Machine and Deep Learning related projects. Related code and data files are available inside this folder. One can go through these projects to implement them in real life for specific use cases.

deeplearning-lectures

Here is the material for a course of two-weeks I will be giving in a Master of Data Science and AI

deeplearningcoursecodes

Codes of Machine Learning & Deep Learning with lectures and books

deeplearningproj1

The repository for Deep Learning Project 1 Spring 2020

deeplearningproj3

The repository for Deep Learnign Project 3 Spring 2020

deeplearningproj4

The repository for Deep Learning Project 4 Spring 2020

deeplearningproj6

The repository for Deep Learning Project 6 Spring 2020

deeplearningproject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.