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10-steps-to-become-a-data-scientist

📢 Ready to learn or review your knowledge! You will learn 10 skills as data scientist: 📚 Python, Machine Learning, Deep Learning, Data Cleaning, EDA, python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

100-days-of-ml-code-chinese-version

Chinese Translation for Machine Learning Infographics

100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

2021-13th-ironman

第13屆iT邦幫忙鐵人賽

a-tour-of-optimizers

A tour of different optimization algorithms in PyTorch.

abu

阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构

advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

apachecn-dl-zh

ApacheCN 深度学习译文集

atbs2-projects

My solutions to the Automate the boring stuff 2nd Ed. practice projects

auto-sklearn

Automated Machine Learning with scikit-learn

autokeras

AutoML library for deep learning

awesome-deep-learning-for-chinese

最全的中文版深度学习资源索引，包括论文，慕课，开源框架，数据集等等

awesome-python

有用的Python套件

awesome-pytorch-chinese

【干货】史上最全的PyTorch学习资源汇总

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

bmi_app

bmi_app_byadny

catcher-in-the-line

從LINE BOT到資料視覺化_第 11 屆 iT 邦幫忙鐵人賽

cmoneyvirtualaccount

Cmoney paper trading api

computer-vision2020

computer vision with deep learning 2020

computer_vision_techbang

techbang OpenCV講義

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。

dash-sample-apps

Open-source demos hosted on Dash Gallery

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-learning-basics

使用 TensorFlow 2 的 Deep Learning 基本程式寫法示範。

deep-learning-mooc

這是我在政治大學開設 Deep Learning MOOC 教學的相關檔案。