设计星素材分享平台 Data Science and Machine Learning with Python

收藏
50积分下载

Data Science and Machine Learning with Python - Hands On! (2016)

素材介绍

Data Science and Machine Learning with Python - Hands On! (2016) MP4 | AVC 579kbps | English | 1280x720 | 30fps | 9 hours | AAC stereo 66kbps | 2.51 GB Genre: Video Training Data Scientists enjoy one of the top-paying jobs, with an average salary of $120,000 according to Glassdoor and Indeed. That's just the average! And it's not just about money - it's interesting work too! If you've got some programming or scripting experience, this course will teach you the techniques used by real data scientists in the tech industry - and prepare you for a move into this hot career path. This comprehensive course includes 68 lectures spanning almost 9 hours of video, and most topics include hands-on Python code examples you can use for reference and for practice. I’ll draw on my 9 years of experience at Amazon and IMDb to guide you through what matters, and what doesn’t. The topics in this course come from an analysis of real requirements in data scientist job listings from the biggest tech employers. We'll cover the machine learning and data mining techniques real employers are looking for, including: Regression analysis K-Means Clustering Principal Component Analysis Train/Test and cross validation Bayesian Methods Decision Trees and Random Forests Multivariate Regression Multi-Level Models Support Vector Machines Reinforcement Learning Collaborative Filtering K-Nearest Neighbor Bias/Variance Tradeoff Ensemble Learning Term Frequency / Inverse Document Frequency Experimental Design and A/B Tests …and much more! There's also an entire section on machine learning with Apache Spark, which lets you scale up these techniques to "big data" analyzed on a computing cluster. If you're new to Python, don't worry - the course starts with a crash course. If you've done some programming before, you should pick it up quickly. This course shows you how to get set up on Microsoft Windows-based PC's; the sample code will also run on MacOS or Linux desktop systems, but I can't provide OS-specific support for them. Each concept is introduced in plain English, avoiding confusing mathematical notation and jargon. It’s then demonstrated using Python code you can experiment with and build upon, along with notes you can keep for future reference. If you’re a programmer looking to switch into an exciting new career track, or a data analyst looking to make the transition into the tech industry – this course will teach you the basic techniques used by real-world industry data scientists. I think you'll enjoy it!

wolves

166
12396608

77组电影外观Log/Rec709视频还原色彩分级调色Lut预设包Pixflow – Colorify Cinematic LUTs
- 194
- 0
- 0
- 0
复古怀旧电影风格温暖色调索尼Sony S-Log3视频调色LUT预设ROMAN HENSE – LUTs 24 for Sony S-Log3
- 215
- 0
- 0
- 0
JUAN MELARA – P6K2Alexa PowerGrade AND LUTs V2 GEN 5
- 166
- 0
- 0
- 0