首先是algorithms for data science这门课，算法课的内容主要就是算法和数据结果，教学内容还是很丰富的，...
Turns Data and AI algorithms into production-ready web applications in no time. python workflow automation pipeline job-scheduler pipelines data-visualization orchestration datascience data-engineering developer-tools data-integration scenario hacktoberfest mlops data-ops scenario-analysis hacktoberfest2023 ...
This textbook on practical data analytics unites fundamental principles, algorithms, and data. Algorithms are the keystone of data analytics and the focal point of this textbook. Clear and intuitive explanations of the mathematical and statistical foundations make the algorithms transparent. But practical...
Data Science专业,根据课程学分的不同,分为2种类型: 1.5年的Master of Data Science,需要修满24个学分,也就是12门课程2年的Master of Data Science,需要修满32个学分,也就是16门课这里需要注意的是,1.5年…
专栏/Data Science Methods and Algorithms Data Science Methods and Algorithms 2024年07月06日 11:4920浏览· 1点赞· 0评论 仿真资料吧 粉丝:7666文章:1939 关注MP4|视频:h2641280×720|音频:AAC,44.1 KHz,2 Ch 流派:电子学习|语言:英语+srt |时长:82讲(38小时4米)|大小:14.8 GB 使用Pandas和Python...
machine learning, in artificial intelligence (a subject within computer science), discipline concerned with the implementation of computer software that can learn autonomously. Expert systems and data mining programs are the most common applications for improving algorithms through the use of machine learni...
Data Science Dojo blog features the most recent, and relevant articles about data science, analytics, generative AI, large language models, machine learning, and data visualization.
fancyimpute - Matrix completion and imputation algorithms. imbalanced-learn - Resampling for imbalanced datasets. tspreprocess - Time series preprocessing: Denoising, Compression, Resampling. Kaggler - Utility functions (OneHotEncoder(min_obs=100)) skrub - Bridge the gap between tabular data sources and...
The python-weka-wrapper package makes it easy to run Weka algorithms and filters from within Python. 19. PyTorch PyTorchis a deep learning framework for fast, flexible experimentation. This package provides two high-level features: Tensor computation with strong GPU acceleration and deep neural netwo...
7.Python for Data Structures, Algorithms, and Interviews (Udemy) This Udemy data structures and algorithms course is offered by Jose Portilla, who has taught thousands of students about Python programming and Data Science. He has created this course to help students with the coding interview proce...