Physical Significance! From Google's PageRank algorithm to PCA they're everywhere! In PCA, eigenvalues quantify data variance captured by each principal component, while eigenvectors define the directions of maximum variance. Implementation below uses eigenvector/values:
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Eigenvectors and Eigenvalues: Understanding Linear Transformations
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Now, imagine a transformation that changes the space but preserves some directions. These special directions are the eigenvectors, and the scale of stretching or shrinking in these directions is given by eigenvalues. Here's how we calculate them
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Master Data Science and Machine Learning with Two Online Courses
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Learn from my 2 online #DataScience #MachineLearning Modeling Courses here:
DS 101: https://
aiplus.odsc.com/courses/ds-101
-machine-learning-modelling-in-theory-practice
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DS 102: https://
app.aiplus.training/courses/ds-102
-machine-learning-modelling-in-theory-practice
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#BigData #AI #DataScientists #PredictiveModeling #Algorithms #DataLiteracy #PredictiveAnalytics #IoT #IIoT @LeadershipData @_odsc -
Databricks Model Prompt Shows Claude 3 Similarities
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The system prompt for the new Databricks model:
-It seems to have some of the exact same phrasing as the Claude 3 prompt (which they publicly released)
-The prompt tells it to insist that it isn't trained on copyright material, which doesn't actually mean anything but is funny -
Mathematics for Machine Learning: Essential Concepts and Applications
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Maths for #MachineLearning by @smolix Learn more: https://
buff.ly/3RVkABz #ArtificialIntelligence #MI #DataScience #DeepLearning #ML cc: @pascal_bornet @yvesmulkers @kuriharan -
AutoTrain: Your Favorite Fine-Tuner for Model Training
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tldr: yes. and here's your favorite fine-tuner: AutoTrain https://
github.com/huggingface/au
totrain-advanced
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Time Series Analysis with Python Cookbook for Data Science
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#TimeSeries Analysis with #Python Cookbook: Practical recipes for exploratory data analysis, data preparation, #forecasting, model evaluation: http://
amzn.to/3J9YMxm ————
#BigData #DataScience #AI #MachineLearning #PredictiveAnalytics #DataScientists -
Python Libraries for Different Data Science and Analytics Tasks
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#Python Libraries for different tasks #Infographic source: https://
linkedin.com/feed/update/ur
n:li:activity:7177577933551640576?utm_source=share&utm_medium=member_ios
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#DataScience #MachineLearning #Analytics #DataScientists #Coding #DataViz #TimeSeries -
Databricks DBRX Instruct Model Now Available on Hugging Face
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Yup, on HF: https://
huggingface.co/spaces/databri
cks/dbrx-instruct
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