With a new year upon us, I thought it would be a good time to revisit the concept and put together a new learning path for mastering machine learning with Python. With these 7 steps you can master basic machine learning with Python!
For a Python based approach tutorial on EDA, check out the articleExploratory Data Analysis (EDA) and Data Visualization with Pythonby Vigneshwer Dhinakaran, which actually goes a bit beyond traditional EDA in my view, and will introduce you to some of the additional concepts covered later in t...
scikit-learn A set of python modules for machine learning and data mining 29 urllib3 HTTP library with thread-safe connection pooling, file post, and more. 27 scipy Fundamental algorithms for scientific computing in Python 27 torch Tensors and Dynamic neural networks in Python with strong GPU ac...
Deep Learning with Python, Second Edition 电子书 读后感 评分☆☆☆ 第一次写书评,因为第一次看技术书感觉大有收获(也许是我看的不多)。 我之前学过c++,用python做过大作业,所以一开始用这本书感觉刚好,如果没有python基础,那可能不太适合。 这本书一个最大的优点就是可以实际上手,加深自己的理解,在上手...
Which tools I use in Python What steps I take (every single time) Where I use those tools How to incorporate Machine Learning How to deliver a “production” solution in minutes How to become the go-to leader in your company And how to fill your portfolio with projects that generate job...
Project Based Learning A list of programming tutorials in which aspiring software developers learn how to build an application from scratch. These tutorials are divided into different primary programming languages. Tutorials may involve multiple technologies and languages. ...
《Machine Learning with Scikit-Learn》 介绍:(PyCon2015)Scikit-Learn机器学习教程,Parallel Machine Learning with scikit-learn and IPython. 《PDNN》 介绍:PDNN: A Python Toolkit for Deep Learning. 《Introduction to Machine Learning》 介绍:15年春季学期CMU的机器学习课程,由Alex Smola主讲,提供讲义及授课视...
Deep Learning with PyTorch teaches you how to implement deep learning algorithms with Python and PyTorch. This book takes you into a fascinating case study: building an algorithm capable of detecting malignant lung tumors using CT scans. As the authors guide you through this real example, you'll...
"Python Basics Is for Complete Beginners to Python and Coding: No Prior Programming Experience Necessary." If you've got a Raspberry Pi, then there are lots of resources for using Python on it. One place to start isRaspberry Pi Projects, or just go tohttps://www.raspberrypi.org/and star...
Step 3: Dive into Projects ●Beginner: Use ChatGPT to draft a research paper outline. ●Intermediate: Train a simple ML model with Google’s Teachable Machine (image/sound classification). ●Advanced: Build a chatbot for your clu...