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【影视】 [Coursera] Big Data in Education by Ryan Baker

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05_Week_4/06_W4_V5-_Advanced_BKT.mp4 49.5 MB
04_Week_5/02_W5_V1-_Correlation_Mining.mp4 30.9 MB
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06_Week_3/05_W3_V4-_Automated_Feature_Generation.mp4 27.9 MB
08_Week_1/05_W1-_V4-_Classifiers_Part_2_-_RapidMiner_5.3.mp4 25.4 MB
04_Week_5/04_W5_V3-_Association_Rule_Mining.mp4 25.4 MB
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08_Week_1/04_W1-_V3-_Classifiers_Part_1.mp4 24.9 MB
06_Week_3/04_W3_V3-_Feature_Engineering.mp4 24.9 MB
02_Week_7/06_W7_V5-_Factor_Analysis.mp4 24.8 MB
07_Week_2/04_W2_V3-_Diagnostic_Metrics_part_2.mp4 23.6 MB
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05_Week_4/07_W4_V6-_Q_Matrix.mp4 23.2 MB
03_Week_6/04_W6_V3-_Scatter_Plots.mp4 22.9 MB
04_Week_5/06_W5_V5-_Network_Analysis.mp4 22.7 MB
06_Week_3/02_W3_V1-_Ground_Truth_for_Behavior_Detection.mp4 22.3 MB
05_Week_4/04_W4_V3-_Performance_Factors_Analysis.mp4 21.9 MB
03_Week_6/02_W6_V1-_Learning_Curves.mp4 21.6 MB
08_Week_1/03_W1-_V2-_Regressors.mp4 21.1 MB
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【影视】 [FreeCourseSite.com] Udemy - The Coding Interview Bootcamp Algorithms + Data Structures

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14 - Enter the Matrix Spiral/003 More on Spiral.mp4 157.5 MB
11 - Printing Steps/005 More on Steps.mp4 106.1 MB
21 - Linked Lists/030 Brushup on Generators.mp4 93.9 MB
15 - Runtime Complexity/003 More on Runtime Complexity.mp4 79.0 MB
28 - Validating a Binary Search Tree/003 Solution to Validation.mp4 78.5 MB
21 - Linked Lists/024 RemoveAt Solution.mp4 74.5 MB
03 - String Reversal/005 Debugger Statements.mp4 72.0 MB
16 - Runtime Complexity in Practice - Fibonacci/004 Memoi-....Mem-...Memoization_.mp4 69.1 MB
20 - Two Become One/003 More on Queue From Stack.mp4 69.0 MB
21 - Linked Lists/026 InsertAt Solution.mp4 67.7 MB
16 - Runtime Complexity in Practice - Fibonacci/003 Fibonacci Series Recursive Solution.mp4 55.3 MB
23 - Circular Lists_/001 Detecting Linked Lists Loops.mp4 54.1 MB
25 - Building a Tree/005 Traverse By Breadth.mp4 50.8 MB
25 - Building a Tree/002 Node Implementation.mp4 50.7 MB
09 - Anagrams/003 Another Way to Tackle Anagrams.mp4 49.4 MB
25 - Building a Tree/001 Trees Overview.mp4 48.3 MB
21 - Linked Lists/003 Node Implementation.mp4 47.4 MB
09 - Anagrams/001 What Are Anagrams_.mp4 46.7 MB
26 - Tree Width with Level Width/001 Level Width Declaration.mp4 46.5 MB
11 - Printing Steps/002 Steps Solution #1.mp4 46.1 MB

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【文档书籍】 La Rocca M. - Advanced Algorithms and Data Structures - 2021

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La Rocca M. - Advanced Algorithms and Data Structures - 2021.pdf 37.0 MB
La Rocca M. - Advanced Algorithms and Data Structures - 2021.epub 28.9 MB
code/Python/mlarocca/notebooks/Huffman_profiling.ipynb 7.2 MB
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code/Python/mlarocca/notebooks/kmeans_profiling.ipynb 2.7 MB
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code/Python/mlarocca/notebooks/optics.ipynb 285.4 kB
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【影视】 [Udemy] Python for Data Science & Machine Learning from A-Z (01.2021)

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19. PCA/7. PCA - Image Compression.mp4 262.1 MB
16. Ensemble Learning and Random Forests/6. Implementing Random Forests from scratch Part 1.mp4 212.4 MB
15. Decision Trees/7. ID3 - Putting Everything Together.mp4 191.3 MB
14. K Nearest Neighbors/3. EDA on Iris Dataset.mp4 169.7 MB
15. Decision Trees/3. What is Entropy and Information Gain.mp4 142.7 MB
19. PCA/9. PCA - Biplot and the Screen Plot.mp4 142.2 MB
1. Introduction/6. How To Get a Data Science Job.mp4 137.6 MB
1. Introduction/5. What is a Data Scientist.mp4 133.7 MB
17. Support Vector Machines/6. SVM - Kernel Types.mp4 132.5 MB
15. Decision Trees/2. EDA on Adult Dataset.mp4 129.2 MB
15. Decision Trees/8. Evaluating our ID3 implementation.mp4 127.9 MB
19. PCA/8. PCA Data Preprocessing.mp4 126.3 MB
15. Decision Trees/13. Pruning.mp4 118.5 MB
17. Support Vector Machines/8. SVM with Non-linear Dataset.mp4 117.0 MB
13. Linear and Logistic Regression/3. Linear Regression + Correlation Methods.mp4 115.7 MB
18. K-means/3. Representing Clusters.mp4 114.9 MB
3. Python For Data Science/15. Python Dictionaries.mp4 109.2 MB
17. Support Vector Machines/7. SVM with Linear Dataset (Iris).mp4 106.5 MB
18. K-means/1. Unsupervised Machine Learning Intro.mp4 105.8 MB
9. Machine Learning/1. Introduction To Machine Learning.mp4 103.5 MB

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【文档书籍】 Modern Data Science with R, 2nd Edition

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【压缩文件】 [ FreeCourseWeb.com ] Udemy - Fast track to ML, Data Science and Steganography.zip

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【影视】 [ITVDN] Создание приложений с помощью Spring Data (2021)

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ВИДЕОУРОК №8. Создание простейшей системы авторизации при помощи AOP.mp4 474.2 MB
ВИДЕОУРОК №4. Транзакции.mp4 424.1 MB
ВИДЕОУРОК №2. Работа с базами данных.mp4 411.5 MB
ВИДЕОУРОК №9. Тестирование.mp4 398.3 MB
ВИДЕОУРОК №6. Подключение Spring Data.mp4 378.3 MB
ВИДЕОУРОК №3. Обзор систем объектно-реляционного отображения.mp4 376.9 MB
ВИДЕОУРОК №7. Исключения при доступе к данным в Spring.mp4 308.8 MB
ВИДЕОУРОК №1. Создание и настройка проекта.mp4 279.6 MB
ВИДЕОУРОК №5. Использование REST архитектуры.mp4 215.4 MB
Урок_01_Создание_и_настройка_проекта/001_Создание_и_настройка_проекта (Presentation).pdf 800.0 kB
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Описание_курса_Создание_приложений_с_помощью_Spring_Data.pdf 548.2 kB
Урок_03_Обзор_систем_объектно_реляционного_отображения/003_Обзор систем объектно-реляционного отображения (Presentation).pdf 543.1 kB
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Урок_09_Тестирование/009_Тестирование (Presentation).pdf 443.6 kB
Урок_07_Исключения_при_доступе_к_данным_в_Spring/007_Исключения_при_доступе_к_данным_в_Spring (Description).pdf 435.2 kB
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Урок_03_Обзор_систем_объектно_реляционного_отображения/003_Обзор_систем_объектно_реляционного_отображения (Description).pdf 413.9 kB

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