abaelhe

2024年8月15日

SciTech-BigDataAIML-Methodology方法论-Whole+Part整体和局部-$\large Supervised\ Statistical\ Model$统计模型和大量训练数据+Transformer核心原理+ MI移动互联+IoT万物互联-Economics经济-Politics政策

摘要：词汇 MI(Mobile Internet): 移动互联网 IoT(Internet of Things): 万物互联网 WE(Word Embedding): 词嵌入 PE(Positional Encoding): 位置编码整体和局部是统一的例如人类历史, 民族和国家的发展的规律与当时的阅读全文

posted @ 2024-08-15 15:42 abaelhe 阅读(25) 评论(0) 推荐(0)

SciTech-BigDataAIML-LLM-Transformer Series-Positional Encoding: 位置编码: 统计模型(够多参数够高精度)+"够大数据"凝聚客观规律"预训练+深度NN(学习规律).

摘要：词汇 $\large MI $(Mobile Internet): 移动互联网 $\large IoT $(Internet of Things): 万物互联网 $\large Supervised\ Statistical\ Model$: \(\large Supervised\ Learn 阅读全文

posted @ 2024-08-15 15:32 abaelhe 阅读(32) 评论(0) 推荐(0)

2024年8月13日

SciTech-BigDataAIML-LLM-Transformer Series系列: Word Embedding词嵌入详解: 用Corpus预训练出嵌入矩阵E→Input变长词序列→Onehot"词列向量"序列→矩阵乘"嵌入矩阵E"→Embedded"词列向量"序列"

摘要： SciTech-BigDataAIML-LLM-Transformer Series系列: Word Embedding词嵌入详解: 1. 用Corpus预训练出嵌入矩阵$\large E$ $\large Corpus$ Collecting: 非常重要的工作先收集一个常用的\(\lar 阅读全文

posted @ 2024-08-13 22:51 abaelhe 阅读(96) 评论(0) 推荐(0)

SciTech-BigDataAIML-LLM-Generative model

摘要： https://statproofbook.github.io/D/gm Definition: Generative model Index: The Book of Statistical Proofs ▷ General Theorems ▷ Bayesian statistics ▷ Pro 阅读全文

posted @ 2024-08-13 02:10 abaelhe 阅读(15) 评论(0) 推荐(0)

SciTech-Mathematics-Probability+Statistics-{Problem,Study,Experiment,Conclusion}-Variables: Confounding/Controlled/{Antecedent,Manipulated,Moderating,Intervening,Response}/Extraneous

摘要： Problem>Study>Experiment>Conclusion Study: Communication and Networking: Beliefs, Interests, Requirements. Organization: Individuals with common goals 阅读全文

posted @ 2024-08-13 00:40 abaelhe 阅读(52) 评论(0) 推荐(0)

2024年8月12日

SciTech-Mathematics-Probability+Statistics- Pandas DataFrame Histogram/BarChart/Boxplot/Scatterplot + Relative Frequency Histogram: Definition + Example()

摘要： Links: How to Plot Multiple Series from a Pandas DataFrame How to Make a Scatterplot From a Pandas DataFrame Pandas: How to Plot Multiple Columns on B 阅读全文

posted @ 2024-08-12 13:30 abaelhe 阅读(47) 评论(0) 推荐(0)

SciTech-BigDataAIML-Machine Learning Tutorials

摘要： Machine Learning Tutorials Machine Learning Tutorials This page lists all of the machine learning tutorials available on Statology. Introduction to Ma 阅读全文

posted @ 2024-08-12 13:19 abaelhe 阅读(21) 评论(0) 推荐(0)

SciTech-Mathematics-Probability+Statistics-7 Steps to Mastering Statistics for Data Science

摘要： 7 Steps to Mastering Statistics for Data Science BY BALA PRIYA CPOSTED ON JULY 19, 2024 A strong foundation in statistics is essential if you're looki 阅读全文

posted @ 2024-08-12 12:47 abaelhe 阅读(45) 评论(0) 推荐(0)

SciTech-Mathematics-Probability+Statistics-7 Key Statistics Concepts

摘要： 7 Key Statistics Concepts Every Data Scientist Must Master BY BALA PRIYA CPOSTED ON AUGUST 9, 2024 Statistics is one of the must-have skills for all d 阅读全文

posted @ 2024-08-12 11:50 abaelhe 阅读(34) 评论(0) 推荐(0)

SciTech-BigDataAIML-CV+CG-Digital Image/Signal Processing-

摘要： Links: Lectures: https://mandeel.github.io/lectures.html https://mandeel.github.io/ A Ph.D. in computer engineering from Universiti Malaysia Perlis (U 阅读全文

posted @ 2024-08-12 07:39 abaelhe 阅读(15) 评论(0) 推荐(0)

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