生物製藥生產流程包括發酵或細胞反應器都會涉及到一些可以控制的參數，比如 pH、溫度，同時還有一系列的輸出檢測，比如生物負載和雜質。另外，一些其他不可控制的因素也可以影響產品品質和生產流程的重複性。這三個要素在藥物的整個生產流程中產生了大量的資料。那麼，我們用什麼戰略和思考方式來處理這些資料呢？今天來介紹三個主要的工具：DOE（實驗設計），MVDA（多變量資料分析，也叫多變數資料分析），PAT（流程分析技術）與MVDA的結合。
Ritalv
Learn about the work of the NCSU Laboratory for Analytic Sciences to develop new analytic technologies that will enhance critical aspects of intelligence analysis used to support foreign policy and national security.
J_Marquardt
關於SPC在產品良率管制方面已有很多成熟的方法。如根據產品不良率分析的P/NP圖，根據產品不良點數的U/C圖，或者是產品不良率的分佈形式符合正態分佈，直接按照連續型資料處理的方法。那麼，對於一些不符合特定分佈的資料，應該採用哪種管制圖呢？今天我們就介紹另外一種管制方式------分位數法。
Ritalv
How much has enrollment in computer science by female students at NCSU grown?
MaanasaT
MikeD_Anderson
MikeD_Anderson
MikeD_Anderson
Playing with paper helicopters is seriously hard work.
Phil_Kay
Another way to navigate JMP reports? Yes, please!
Wendy_Murphrey
See what the winners of our paper helicopter competition learned with design of experiments.
Phil_Kay
Check out the thousands of presentations from past summits. What would you present if given the opportunity?
J_Marquardt
Neural networks sound pretty fancy. Neural makes you think of brains. Which are complicated. But if you are familiar with linear regression, you have the building blocks needed to understand what a neural net does. Neural networks (NNs) are generally classified under Supervised Machine Learning (although there are types of NNs that can do amazing things without labeled data as well #AutoEncoders)...
Chelsea-Parlett
What does dynamic and interactive data visualizations really mean? Isn't everything interactive these days?
XanGregg
Steven Johnson, author of Farsighted: How We Make the Decisions That Matter the Most, will speak about the pivotal role of collaboration in innovation.
J_Marquardt
處在工業4.0時代，大家一方面常常被業界領袖級企業極其先進的全自動產線所震撼，另一方面又常常慨歎自己的企業因為資金所限產線跟不上時代，運營效率不高。其實用對了方法，你也一樣可以助力自家企業提速增效。
Ritalv
JMP Genomics has analytical pipelines or Workflows to perform a series of analyses on a data set. The Basic Expression Workflow automates a series of quality control and normalization methods, followed by ANOVA, to perform a basic expression analysis. For this workflow, we will inspect data from an experiment in which MCF7 cells, cells which cause tumors, are exposed to estrogen at three different...
Daniel_Genung
What can we learn about the popular show by analyzing unstructured data?
clay_barker
To perform expression analysis in JMP Genomics, an Experimental Design File (EDF) is required. The EDF contains sample annotation information and/or phenotype information for a related expression data set. There are a few different ways to create this file but the best method for creating an EDF is dependent upon how your data is organized. For this guide, we create an EDF for a series of data fi...
Daniel_Genung
Peter_Hersh