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Scikit-learn is a well-documented and well-loved Python machine learning library. The library is maintained and reliable, offering a vast ...
YouTube-Google Cloud Tech
2018/07/31Scikit-learn is a free software machine learning library for the Python programming language. Learn how to use it in this crash course.
YouTube-freeCodeCamp.org
2021/04/07If you already know the basics of scikit-learn, but you want to be more efficient and get up-to-date with the latest features, ...
YouTube-Data School
2023/04/20Introduction
2. Seven ways to select columns
4. Don't use "fit" on new data!
6. Encode categorical features
8. Chain steps with Pipeline
10. Why set a random state?
12. Pipeline vs make_pipeline
14. Handle missing values automatically
16. Tune a Pipeline
18. Examine grid search results
20. Plot a confusion matrix
22. Use the correct Pipeline methods
25. Improve a decision tree by pruning it
27. Impute missing values for categoricals
29. Add multiple text columns to a model
31. Know when shuffling is required
33. Create custom features with scikit-learn
35. Use pandas objects with scikit-learn
37. Create an interactive Pipeline diagram
39. Load a toy dataset into pandas
41. Encode binary features
43. Save time when encoding categoricals
45. Create feature interactions
47. Tune an ensemble
50. Solve many ML problems with one solution
"This video on ""What Is Scikit Learn?"" will help you understand theretical details about scikit learn library and why it is a big deal in ...
YouTube-Intellipaat
2022/10/04Practice your Python Pandas data science skills with problems on StrataScratch! https://stratascratch.com/?via=keith In this video we walk ...
YouTube-Keith Galli
2019/09/30What we will be doing!
Sci-Kit Learn Overview
How do we find training data?
Download data
Load our data into Jupyter Notebook
Cleaning our code a bit (building data class)
Using Enums
Converting text to numerical vectors, bag of words (BOW) explanation
Training/Test Split (make sure to "pip install sklearn" !)
Bag of words in sklearn (CountVectorizer)
fit_transform, fit, transform methods
Model Selection (SVM, Decision Tree, Naive Bayes, Logistic Regression) & Classification
predict method
Analysis & Evaluation (using clf.score() method)
F1 score
Improving our model (evenly distributing positive & negative examples and loading in more data)
Let's see our model in action! (qualitative testing)
Tfidf Vectorizer
GridSearchCv to automatically find the best parameters
Further NLP improvement opportunities
Saving our model (Pickle) and reloading it later
Category Classifier
Confusion Matrix
Scikit Learn, first released in 2007 by David Cournapeau, is now one of the most popular Python libraries, offering a wide range of machine ...
YouTube-TimesPro
2023/01/09... scikit learn! Scikit learn is the machine learning practitioner's toolkit and has all the tools that you will need to build a highly ...
YouTube-Data Talks
2017/05/29Getting started with Applied Machine Learning using Python. I'm using the scikit-learn library which you can install with this command, ...
YouTube-Sourav Johar
2017/12/01Professional Certificate Course In AI And Machine Learning by IIT Kanpur (India Only): ...
YouTube-Simplilearn
2018/12/07scikitlearn #linearregression #ml #machinelearning #sklearn #codersarts #python #datascience #mltutorial #dataanalysis This is an ...
YouTube-CodersArts
2022/12/12Join us for a four part learning series: Introduction to Data Analysis for Aspiring Data Scientists. This is the third of four online ...
YouTube-Databricks
2020/04/22動画の見どころ1/10枚目 Meetup Group
動画の見どころ2/10枚目 Disclaimer
動画の見どころ3/10枚目 Types of Machine Learning
動画の見どころ4/10枚目 Reinforcement Learning
動画の見どころ5/10枚目 A Linear Regression Model
動画の見どころ6/10枚目 New York versus California
動画の見どころ7/10枚目 Scikit-Learn Linear Regression Model Documents
動画の見どころ8/10枚目 Pipeline
動画の見どころ9/10枚目 Single Node versus Distributed
動画の見どころ10/10枚目 What Does Fit Underscore Transform Do
Welcome to this video tutorial on Scikit-Learn. this video explains What Are Prerequisites to Start Learning Machine Learning?
YouTube-ProgrammingKnowledge
2019/10/25In order to become truly proficient with scikit-learn, you need to be able to read the documentation. In this video, I'll walk you through ...
YouTube-Data School
1か月前Machine learning has undeniably emerged as a crucial element in the field of science and technology in recent years.
YouTube-UCLA Office of Advanced Research Computing (OARC)
2023/10/17scikit-learn Version 1.5.0 Release Highlights. 2 watching now · 5 minutes ago #scikitlearn #opensource #machinelearning ...more. scikit-learn.
YouTube-scikit-learn
1週間前This Scikit-learn tutorial will walk you through what Scikit-learn is, what we can do with it, and a demonstration of how to use it in ...
YouTube-SimpliCode
2022/03/01Artificial Intelligence Engineer Program (Discount Coupon: YTBE15): ...
YouTube-SimpliCode
2023/02/10Finally! It's about time to introduce my favorite machine learning library!
YouTube-Sebastian Raschka
2020/09/30Jake Vanderplas This tutorial will offer an introduction to the scikit-learn package and to the central concepts of Machine Learning.
YouTube-Next Day Video
2013/03/30"API design principles, sklearn objects, Model APIs"
YouTube-IIT Madras - B.S. Degree Programme
2022/04/18