data science -移花宫 -武林禁地，闲人禁止入内

Applied Math for Data Science

Module 2 Probability/003. Probability Basics.mp4 110.0 MB
Module 1 Calculus and Functions/002. Mathematical Functions.mp4 106.8 MB
Module 5 Linear Regression/004. Fitting a Linear Regression.mp4 105.1 MB
Module 1 Calculus and Functions/004. The Limit and the Derivative.mp4 98.6 MB
Module 3 Statistics and Hypothesis Testing/002. Descriptive Statistics.mp4 93.3 MB
Module 6 Logistic Regression and Classification/006. ROCAUC and Confusion Matrices.mp4 74.3 MB
Module 6 Logistic Regression and Classification/003. Fitting a Logistic Regression.mp4 72.6 MB
Module 4 Linear Algebra/003. Transformations and Matrices.mp4 68.6 MB
Module 5 Linear Regression/002. Simple Linear Regression.mp4 64.6 MB
Module 4 Linear Algebra/002. Vectors and Vector Operations.mp4 61.6 MB
Module 5 Linear Regression/007. Performance Metrics.mp4 55.9 MB
Module 5 Linear Regression/005. Overfitting, Variance, and RidgeLasso Regression.mp4 54.6 MB
Module 3 Statistics and Hypothesis Testing/006. Hypothesis Testing.mp4 47.5 MB
Module 6 Logistic Regression and Classification/002. Logistic Regression Basics.mp4 46.6 MB
Module 2 Probability/005. Binomial and Beta Distribution.mp4 43.8 MB
Module 3 Statistics and Hypothesis Testing/003. The Normal Distribution.mp4 43.4 MB
Module 2 Probability/004. Bayes Theorem.mp4 42.7 MB
Module 5 Linear Regression/006. TrainTest Splits.mp4 32.6 MB
Module 3 Statistics and Hypothesis Testing/005. Z Scores and Confidence Intervals.mp4 32.0 MB
Module 6 Logistic Regression and Classification/005. The R2 and P-Value.mp4 29.2 MB

[磁力链接] 添加时间:2023-12-21 大小:1.6 GB 最近下载:2025-08-16 热度:7556

[OTUS] Математика для Data Science. Базовый курс (2020)

24. MidTerm/MidTerm.mp4 823.5 MB
19. Обратная матрица/Обратная матрица.mp4 741.9 MB
33. Проверка гипотез при исследовании зависимостей и законов распределения/Проверка гипотез при исследовании зависимостей и законов распределения.mp4 269.7 MB
30. Интервальные оценки. Выборочные характеристики/Интервальные оценки. Выборочные характеристики.mp4 269.3 MB
21. Векторная алгебра/Векторная алгебра.mp4 254.0 MB
34. Регрессии в Python/Регрессии в Python.mp4 226.6 MB
31. Проверка гипотез/Проверка гипотез.mp4 225.9 MB
18. Определитель/Определитель.mp4 222.5 MB
7. Оптимизация функции (одной переменной)/Оптимизация функции (одной переменной).mp4 209.0 MB
17. Однородные СЛАУ/Однородные СЛАУ.mp4 199.2 MB
26. Случайные величины/Случайные величины.mp4 191.7 MB
2. Теория пределов. Часть I/Теория пределов. Часть I.mp4 185.7 MB
12. Неопределенное интегрирование/Неопределенное интегрирование.mp4 183.4 MB
28. Основные законы распределения. Часть II/Основные законы распределения. Часть II.mp4 175.8 MB
9. Теория рядов. Часть II/Теория рядов. Часть II.mp4 172.6 MB
3. Теория пределов. Часть II/Теория пределов. Часть II.mp4 168.4 MB
29. Точечные оценки/Точечные оценки.mp4 168.1 MB
5. Первая производная/Первая производная.mp4 164.0 MB
25. Случайные события/Случайные события.mp4 161.3 MB
14. Несобственные интегралы/Несобственные интегралы.mp4 154.6 MB

[磁力链接] 添加时间:2021-03-09 大小:6.9 GB 最近下载:2025-08-16 热度:25473

[ DevCourseWeb.com ] Lynda - Data Science Foundations - Data Mining in R.zip

[ DevCourseWeb.com ] Lynda - Data Science Foundations - Data Mining in R.zip 785.9 MB

[磁力链接] 添加时间:2021-03-20 大小:785.9 MB 最近下载:2025-08-16 热度:2533

Udemy - Python A-Z ™ Python per Data Science con Esercizi Reali [Ita]

6. Visualizzazioni avanzate/10. BONUS Creare una dashboard (cruscotto) con python.mp4 158.9 MB
6. Visualizzazioni avanzate/11. BONUS Stilizzare grafici.Tips.mp4 158.3 MB
7. Soluzioni ai compiti/4. Soluzione compito 4 Pallacanestro. Tiri liberi..mp4 137.0 MB
4. Matrici/3. Creare le nostre prime matrici con np.reshape e np.array.mp4 134.2 MB
5. Data Frames/6. Filtrare i dataframe.mp4 129.8 MB
6. Visualizzazioni avanzate/4. Istogrammi impilati in python.mp4 126.0 MB
5. Data Frames/4. Creare dei sotto insiemi di dataframes con pandas.mp4 121.0 MB
6. Visualizzazioni avanzate/12. BONUS Ritocchi finali..mp4 120.2 MB
4. Matrici/4. Dizionari in python.mp4 120.1 MB
4. Matrici/9. Disegno di funzioni avanzate.mp4 104.3 MB
6. Visualizzazioni avanzate/6. Lavorare con subplots.mp4 99.3 MB
3. Fondamenti di Python/8. I package in Python.mp4 97.5 MB
6. Visualizzazioni avanzate/8. Creare FacetGrids.mp4 94.1 MB
4. Matrici/8. Creiamo la nostra prima funzione.mp4 92.6 MB
5. Data Frames/10. Argomenti con parole chiavi nelle funzioni di Python.mp4 87.6 MB
1. Introduzione/1. Che cosa vedremo durante il corso e navigare nell'interfaccia di udemy.mp4 83.9 MB
4. Matrici/5. Operazioni con matrici.mp4 83.0 MB
5. Data Frames/5. Operazioni base con dataframes.mp4 82.9 MB
4. Matrici/10. Analisi dei dati del bascket NBA.mp4 81.4 MB
4. Matrici/7. Visualizzazione dati avanzata.mp4 81.3 MB

[磁力链接] 添加时间:2022-01-09 大小:4.6 GB 最近下载:2025-08-16 热度:4028

Tableau 10 and Tableau 9.3 Desktop, Server & Data Science

TutsGalaxy.com.txt 41 Bytes
Torrent_downloaded_from_Demonoid_-_www.demonoid.pw_.txt 59 Bytes
Read Me.txt 80 Bytes
Tableau 10 and Tableau 9.3 Desktop, Server & Data Science.zip 5.5 GB

[磁力链接] 添加时间:2018-06-24 大小:5.5 GB 最近下载:2025-08-16 热度:2711

[08-2020] python-data-science-machine-learning-bootcamp

04 Introduction to Optimisation and the Gradient Descent Algorithm/036 [Python] - Loops and the Gradient Descent Algorithm.mp4 471.0 MB
04 Introduction to Optimisation and the Gradient Descent Algorithm/037 [Python] - Advanced Functions and the Pitfalls of Optimisation (Part 1).mp4 468.5 MB
12 Serving a Tensorflow Model through a Website/198 Introduction to OpenCV.mp4 453.3 MB
12 Serving a Tensorflow Model through a Website/200 Calculating the Centre of Mass and Shifting the Image.mp4 425.6 MB
10 Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/169 Model Evaluation and the Confusion Matrix.mp4 384.2 MB
03 Python Programming for Data Science and Machine Learning/021 [Python] - Module Imports.mp4 366.5 MB
11 Use Tensorflow to Classify Handwritten Digits/183 Different Model Architectures_ Experimenting with Dropout.mp4 352.1 MB
05 Predict House Prices with Multivariable Linear Regression/068 Working with Seaborn Pairplots & Jupyter Microbenchmarking Techniques.mp4 350.7 MB
12 Serving a Tensorflow Model through a Website/193 Loading a Tensorflow.js Model and Starting your own Server.mp4 336.9 MB
12 Serving a Tensorflow Model through a Website/195 Styling an HTML Canvas.mp4 327.6 MB
04 Introduction to Optimisation and the Gradient Descent Algorithm/038 [Python] - Tuples and the Pitfalls of Optimisation (Part 2).mp4 317.0 MB
10 Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/167 Use the Model to Make Predictions.mp4 314.6 MB
04 Introduction to Optimisation and the Gradient Descent Algorithm/040 How to Create 3-Dimensional Charts.mp4 308.6 MB
12 Serving a Tensorflow Model through a Website/196 Drawing on an HTML Canvas.mp4 305.1 MB
10 Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/166 Use Regularisation to Prevent Overfitting_ Early Stopping & Dropout Techniques.mp4 301.0 MB
12 Serving a Tensorflow Model through a Website/199 Resizing and Adding Padding to Images.mp4 300.2 MB
12 Serving a Tensorflow Model through a Website/202 Adding the Game Logic.mp4 299.9 MB
04 Introduction to Optimisation and the Gradient Descent Algorithm/039 Understanding the Learning Rate.mp4 294.2 MB
08 Test and Evaluate a Naive Bayes Classifier_ Part 3/141 Visualising the Decision Boundary.mp4 290.8 MB
08 Test and Evaluate a Naive Bayes Classifier_ Part 3/146 A Naive Bayes Implementation using SciKit Learn.mp4 283.7 MB

[磁力链接] 添加时间:2021-03-19 大小:25.0 GB 最近下载:2025-08-16 热度:9625

50-Days 50-Projects Data Science, Machine Learning Bootcamp

[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/21. Project-20 Book Genre Classification App -Deploy On Amazon Web Services/8. Deploying model on AWS EC2 instance.mp4 315.7 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/26. Project-25 Cats Vs Dogs Classification Flask App/2. Creating Project Notebook.mp4 256.1 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/28. Project-27 Gender From Voice Prediction App -Deploy On Heroku/2. Creating Project Notebook.mp4 254.8 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/29. Project-28 Restaurant Recommendation System/4. Data Analysis2.mp4 254.7 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/30. Project-29 Happiness Ranking Django App -Deploy On Heroku/2. Project Notebook.mp4 252.2 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/23. Project-22 Attrition Rate Django Application/2. Creating Colab Notebook.mp4 224.2 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/31. Project-30 Forest Fire Prediction Django App -Deploy On Heroku/2. Project Notebook.mp4 217.2 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/27. Project-26 Customer Revenue Prediction App -Deploy On Heroku/2. Colab Notebook.mp4 211.5 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/31. Project-30 Forest Fire Prediction Django App -Deploy On Heroku/6.1 Forest Fires App -Code.zip 196.6 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/26. Project-25 Cats Vs Dogs Classification Flask App/6.1 Cats Vs Dogs App Code.zip 189.3 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/24. Project-23 Find Legendary Pokemon Django App -Deploy On Heroku/2. Creating Colab Notebook.mp4 185.8 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/14. Project-13 Laptop Price Predictor -Deploy On Heroku/11. Model Building Part-3.mp4 179.2 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/16. Project-15 Course Recommendation System -Deploy On Heroku/3. Integrating with Flask Server.mp4 173.7 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/20. Project-19 Car Acceptability Predictor -Deploy On Google Cloud/7. Deployment on GCP (Google Cloud Platform).mp4 173.4 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/14. Project-13 Laptop Price Predictor -Deploy On Heroku/9. Model Building Part-1.mp4 163.6 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/15. Project-14 WhatsApp Text Analyzer -Deploy On Heroku/7. Text Processing Part 4.mp4 162.8 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/37. Project-36 Build Artist Sculpture Cost Prediction Django App -Deploy On Heroku/3. Outliers and Model.mp4 162.1 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/19. Project-18 Campus Placement Predictor App -Deploy On Microsoft Azure/7. Hyper Parameter Tuning, Model Testing.mp4 160.3 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/14. Project-13 Laptop Price Predictor -Deploy On Heroku/7. EDA Part-6.mp4 160.1 MB
[TutsNode.com] - 50-Days 50-Projects - Data Science, Machine Learning Bootcamp/19. Project-18 Campus Placement Predictor App -Deploy On Microsoft Azure/10. Coding the UI Part 3.mp4 154.9 MB

[磁力链接] 添加时间:2022-01-09 大小:25.0 GB 最近下载:2025-08-16 热度:11327

R for Data Science Your First Step as a Data Scientist

[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/015 Evaluating - Preparing New Data for Scoring.mp4 148.4 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/001 Installing Libraries.mp4 147.6 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/004 Evaluating the Model on Unseen Data.mp4 140.8 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/003 Example of a High Variance Model.mp4 138.6 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/009 Gradient Descent Intuition - Part 1.mp4 137.1 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/01 Introduction/001 Welcome to the Course!.mp4 134.7 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/006 Performance across Training and Test Data.mp4 133.9 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/08 Tree Based Models - Decision Trees/011 Regression Trees - Comparing between Tree and Linear Model.mp4 125.6 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/011 Modelling - Training a Random Forest.mp4 118.1 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/08 Tree Based Models - Decision Trees/002 Classification Trees - First Split and Gini Impurity Concept.mp4 118.0 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/007 Feature Engineering - Visualizing Correlation and Adding Features to our table.mp4 116.7 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/012 Multivariate Linear Regression.mp4 114.8 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/007 Linear Regression Evaluation.mp4 113.9 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/008 Feature Engineering - Creating Weekday feature and Building Data Pipeline.mp4 113.5 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/003 Exploratory Data Analysis - Removing Outliers.mp4 111.6 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/007 Regression Metrics - Plotting the Residuals.mp4 109.5 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/06 Classification Problems and Logistic Regression/005 Log-Loss Function Intuition.mp4 98.5 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/010 Classification Metrics - Fitting Logistic Regression and Confusion Matrix Intro.mp4 94.7 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/02 Setting up Environment - R and R Studio/002 Installing R Studio.mp4 94.4 MB
[TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/004 Feature Engineering - Time Based Features.mp4 93.5 MB

[磁力链接] 添加时间:2022-01-13 大小:5.8 GB 最近下载:2025-08-16 热度:2896

O'Reilly - Learning Path - Data Science with R

01. Learning to Program with R, by Stuart Greenlee/001_introduction_and_course_overview.mp4 5.8 MB
01. Learning to Program with R, by Stuart Greenlee/002_about_the_author.mp4 1.7 MB
01. Learning to Program with R, by Stuart Greenlee/003_installing_r_and_r_studio.mp4 14.6 MB
01. Learning to Program with R, by Stuart Greenlee/004_navigating_r_studio.mp4 17.0 MB
01. Learning to Program with R, by Stuart Greenlee/005_packages.mp4 17.0 MB
01. Learning to Program with R, by Stuart Greenlee/006_assigning_variables.mp4 10.6 MB
01. Learning to Program with R, by Stuart Greenlee/007_numbers_strings_and_booleans.mp4 18.8 MB
01. Learning to Program with R, by Stuart Greenlee/008_workspace_operations.mp4 32.5 MB
01. Learning to Program with R, by Stuart Greenlee/009_how_to_access_your_working_files.mp4 4.9 MB
01. Learning to Program with R, by Stuart Greenlee/010_basic_operators.mp4 13.3 MB
01. Learning to Program with R, by Stuart Greenlee/011_vectors.mp4 21.0 MB
01. Learning to Program with R, by Stuart Greenlee/012_sequences.mp4 19.3 MB
01. Learning to Program with R, by Stuart Greenlee/013_basic_statistical_functions.mp4 13.9 MB
01. Learning to Program with R, by Stuart Greenlee/014_matrices.mp4 14.8 MB
01. Learning to Program with R, by Stuart Greenlee/015_matrix_operations.mp4 18.4 MB
01. Learning to Program with R, by Stuart Greenlee/016_basic_matrix_statistics.mp4 15.5 MB
01. Learning to Program with R, by Stuart Greenlee/017_generating_random_numbers.mp4 30.7 MB
01. Learning to Program with R, by Stuart Greenlee/018_string_functions.mp4 24.4 MB
01. Learning to Program with R, by Stuart Greenlee/019_dates_and_times.mp4 31.0 MB
01. Learning to Program with R, by Stuart Greenlee/020_line_plots.mp4 28.0 MB

[磁力链接] 添加时间:2017-02-09 大小:6.2 GB 最近下载:2025-08-16 热度:5039

Machine Learning A-Z Hands-On Python & R In Data Science

Machine Learning A-Z Hands-On Python & R In Data Science/01 Welcome to the course/006 Machine-Learning-A-Z-New.zip 239.5 MB
Machine Learning A-Z Hands-On Python & R In Data Science/04 Data Preprocessing in R/028 Splitting the dataset into the Training set and Test set.mp4 90.7 MB
Machine Learning A-Z Hands-On Python & R In Data Science/04 Data Preprocessing in R/029 Feature Scaling.mp4 82.7 MB
Machine Learning A-Z Hands-On Python & R In Data Science/03 Data Preprocessing in Python/019 Encoding Categorical Data.mp4 81.0 MB
Machine Learning A-Z Hands-On Python & R In Data Science/03 Data Preprocessing in Python/016 Importing the Dataset.mp4 66.8 MB
Machine Learning A-Z Hands-On Python & R In Data Science/03 Data Preprocessing in Python/018 Taking care of Missing Data.mp4 64.0 MB
Machine Learning A-Z Hands-On Python & R In Data Science/03 Data Preprocessing in Python/021 Splitting the dataset into the Training set and Test set.mp4 61.8 MB
Machine Learning A-Z Hands-On Python & R In Data Science/04 Data Preprocessing in R/027 Encoding Categorical Data.mp4 60.1 MB
Machine Learning A-Z Hands-On Python & R In Data Science/36 Kernel PCA/284 Kernel PCA in R.mp4 59.3 MB
Machine Learning A-Z Hands-On Python & R In Data Science/39 Kernel PCA/265 Kernel PCA in R.mp4 59.3 MB
Machine Learning A-Z Hands-On Python & R In Data Science/39 XGBoost/296 THANK YOU bonus video.mp4 54.8 MB
Machine Learning A-Z Hands-On Python & R In Data Science/42 XGBoost/275 THANK YOU bonus video.mp4 54.8 MB
Machine Learning A-Z Hands-On Python & R In Data Science/12 Logistic Regression/104 Logistic Regression in R - Step 5.mp4 54.2 MB
Machine Learning A-Z Hands-On Python & R In Data Science/15 Logistic Regression/101 Logistic Regression in R - Step 5.mp4 54.2 MB
Machine Learning A-Z Hands-On Python & R In Data Science/35 Linear Discriminant Analysis (LDA)/281 LDA in R.mp4 53.8 MB
Machine Learning A-Z Hands-On Python & R In Data Science/38 Linear Discriminant Analysis (LDA)/263 LDA in R.mp4 53.8 MB
Machine Learning A-Z Hands-On Python & R In Data Science/17 Decision Tree Classification/131 Decision Tree Classification in R.mp4 53.7 MB
Machine Learning A-Z Hands-On Python & R In Data Science/20 Decision Tree Classification/125 Decision Tree Classification in R.mp4 53.7 MB
Machine Learning A-Z Hands-On Python & R In Data Science/04 Data Preprocessing in R/030 Data Preprocessing Template.mp4 53.2 MB
Machine Learning A-Z Hands-On Python & R In Data Science/18 Random Forest Classification/135 Random Forest Classification in R.mp4 51.8 MB

[磁力链接] 添加时间:2021-06-03 大小:12.6 GB 最近下载:2025-08-16 热度:2081

[GigaCourse.Com] Udemy - Python for Data Science & Machine Learning from A-Z

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

[磁力链接] 添加时间:2022-01-09 大小:7.9 GB 最近下载:2025-08-16 热度:3468

Lynda - Data Science Foundations: Data Mining

053 Text mining in RapidMiner.mp4 21.0 MB
028 Anomaly detection in Python.mp4 11.6 MB
048 Sequence mining in BigML - Part 2.mp4 10.3 MB
045 Sequence mining in R.mp4 14.0 MB
034 Association analysis in Python.mp4 5.5 MB
044 Sequence mining algorithms.mp4 7.6 MB
019 Classification goals.mp4 6.6 MB
032 Association analysis data.mp4 6.5 MB
006 Software prerequisites.mp4 12.3 MB
042 Regression analysis in RapidMiner.mp4 10.7 MB
024 Classification in KNIME.mp4 16.8 MB
046 Sequence mining in Python.mp4 10.4 MB
007 Goals of data reduction.mp4 10.4 MB
038 Regression analysis data.mp4 6.9 MB
049 Text mining goals.mp4 5.3 MB
004 Data mining prerequisites.mp4 6.0 MB
031 Association analysis goals.mp4 10.6 MB
050 Text mining algorithms.mp4 5.2 MB
018 Clustering in Orange.mp4 15.6 MB
037 Regression analysis goals.mp4 5.7 MB

[磁力链接] 添加时间:2017-02-08 大小:658.3 MB 最近下载:2025-08-16 热度:3708

[GigaCourse.Com] Udemy - The Data Science Course Complete Data Science Bootcamp

16 - Statistics - Practical Example Descriptive Statistics/001 Practical Example Descriptive Statistics.mp4 157.5 MB
11 - Probability - Bayesian Inference/012 A Practical Example of Bayesian Inference.mp4 145.9 MB
12 - Probability - Distributions/015 A Practical Example of Probability Distributions.mp4 144.8 MB
05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data.mp4 112.6 MB
40 - Part 6 Mathematics/011 Why is Linear Algebra Useful.mp4 92.7 MB
35 - Advanced Statistical Methods - Practical Example Linear Regression/001 Practical Example Linear Regression (Part 1).mp4 88.8 MB
20 - Statistics - Hypothesis Testing/001 Null vs Alternative Hypothesis.mp4 87.6 MB
64 - Appendix - Working with Text Files in Python/018 Importing Data from .json Files.mp4 85.9 MB
05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning.mp4 84.5 MB
05 - The Field of Data Science - Popular Data Science Techniques/007 Techniques for Working with Traditional Methods.mp4 79.8 MB
64 - Appendix - Working with Text Files in Python/013 Importing .csv Files - Part III.mp4 78.7 MB
51 - Deep Learning - Business Case Example/004 Business Case Preprocessing the Data.mp4 77.4 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/011 Obtaining Dummies from a Single Feature.mp4 73.2 MB
19 - Statistics - Practical Example Inferential Statistics/001 Practical Example Inferential Statistics.mp4 72.3 MB
56 - Software Integration/003 Taking a Closer Look at APIs.mp4 70.3 MB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/004 Business Case Preprocessing.mp4 66.8 MB
05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data.mp4 65.1 MB
55 - Appendix Deep Learning - TensorFlow 1 Business Case/001 Business Case Getting Acquainted with the Dataset.mp4 63.2 MB
56 - Software Integration/002 What are Data Connectivity, APIs, and Endpoints.mp4 63.2 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/016 Classifying the Various Reasons for Absence.mp4 62.1 MB

[磁力链接] 添加时间:2023-12-18 大小:9.9 GB 最近下载:2025-08-16 热度:1718

Data Science & Machine Learning - Hands on Data Science 2020

Data Science & Machine Learning - Hands on Data Science 2020/21 Data Science in Cloud/117 Data Science in Cloud - 2 (Microsoft Azure).mp4 199.6 MB
Data Science & Machine Learning - Hands on Data Science 2020/20 Appendix/107 Create Python virtual environment -2.mp4 153.2 MB
Data Science & Machine Learning - Hands on Data Science 2020/07 Data visualization with Tableau/040 Insight -1.mp4 123.4 MB
Data Science & Machine Learning - Hands on Data Science 2020/11 Web Scraping/062 How to use developer tools in browser.mp4 119.1 MB
Data Science & Machine Learning - Hands on Data Science 2020/17 Linear Regression/091 Python Implementation - Step 1.mp4 104.3 MB
Data Science & Machine Learning - Hands on Data Science 2020/18 Logistic Regression/095 Python Implementation - Step 1.mp4 102.5 MB
Data Science & Machine Learning - Hands on Data Science 2020/19 Big Data analysis with Apache Spark - PySpark Python/100 Installation Part - 1 and 2.mp4 98.5 MB
Data Science & Machine Learning - Hands on Data Science 2020/07 Data visualization with Tableau/041 Insight - 2.mp4 96.1 MB
Data Science & Machine Learning - Hands on Data Science 2020/19 Big Data analysis with Apache Spark - PySpark Python/101 Installation Part - 3 and 4.mp4 92.3 MB
Data Science & Machine Learning - Hands on Data Science 2020/01 Introduction/002 Download and Install Anaconda - Ubuntu Linux.mp4 89.9 MB
Data Science & Machine Learning - Hands on Data Science 2020/20 Appendix/111 Python Variables and Datatypes.mp4 77.4 MB
Data Science & Machine Learning - Hands on Data Science 2020/06 Data visualization - plotly/033 Plotly scatter and line chart.mp4 76.2 MB
Data Science & Machine Learning - Hands on Data Science 2020/26 -------- Statistics --------/151 Measure Statistical Parameter with Microsoft Excel.mp4 76.1 MB
Data Science & Machine Learning - Hands on Data Science 2020/17 Linear Regression/092 Python Implementation - Step 2.mp4 75.3 MB
Data Science & Machine Learning - Hands on Data Science 2020/06 Data visualization - plotly/037 Plotly - Histogram and Distribution plot.mp4 74.9 MB
Data Science & Machine Learning - Hands on Data Science 2020/18 Logistic Regression/096 Python Implementation - Step 2.mp4 64.0 MB
Data Science & Machine Learning - Hands on Data Science 2020/24 -------- Probability --------/133 Union Intersection of complement of event.mp4 63.6 MB
Data Science & Machine Learning - Hands on Data Science 2020/20 Appendix/115 Python Looping in Python.mp4 59.7 MB
Data Science & Machine Learning - Hands on Data Science 2020/21 Data Science in Cloud/116 Data Science in Cloud -1.mp4 56.8 MB
Data Science & Machine Learning - Hands on Data Science 2020/16 K nearest neighbour/086 KNN algorithm - Intitution.mp4 55.1 MB

[磁力链接] 添加时间:2022-03-15 大小:4.5 GB 最近下载:2025-08-16 热度:607

[Tutorialsplanet.NET] Udemy - The Data Science Course 2019 Complete Data Science Bootcamp

16/1. Practical Example Descriptive Statistics.mp4 168.2 MB
12. Probability - Distributions/29. A Practical Example of Probability Distributions.mp4 165.5 MB
11. Probability - Bayesian Inference/22. A Practical Example of Bayesian Inference.mp4 152.2 MB
40. Part 6 Mathematics/16. Why is Linear Algebra Useful.mp4 151.3 MB
5. The Field of Data Science - Popular Data Science Techniques/1. Techniques for Working with Traditional Data.mp4 145.0 MB
10. Probability - Combinatorics/20. A Practical Example of Combinatorics.mp4 140.8 MB
3/1. Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.mp4 133.0 MB
5. The Field of Data Science - Popular Data Science Techniques/15. Types of Machine Learning.mp4 131.2 MB
56. Software Integration/5. Taking a Closer Look at APIs.mp4 121.2 MB
5. The Field of Data Science - Popular Data Science Techniques/10. Techniques for Working with Traditional Methods.mp4 117.1 MB
2/7. Continuing with BI, ML, and AI.mp4 114.3 MB
56. Software Integration/3. What are Data Connectivity, APIs, and Endpoints.mp4 109.1 MB
6. The Field of Data Science - Popular Data Science Tools/1. Necessary Programming Languages and Software Used in Data Science.mp4 108.5 MB
55. Appendix Deep Learning - TensorFlow 1 Business Case/4. Business Case Preprocessing.mp4 108.4 MB
19. Statistics - Practical Example Inferential Statistics/1. Practical Example Inferential Statistics.mp4 107.6 MB
5. The Field of Data Science - Popular Data Science Techniques/13. Machine Learning (ML) Techniques.mp4 104.1 MB
13. Probability - Probability in Other Fields/1. Probability in Finance.mp4 103.9 MB
35. Advanced Statistical Methods - Practical Example Linear Regression/1. Practical Example Linear Regression (Part 1).mp4 101.8 MB
35/1. Practical Example Linear Regression (Part 1).mp4 101.8 MB
20. Statistics - Hypothesis Testing/1. Null vs Alternative Hypothesis.mp4 96.5 MB

[磁力链接] 添加时间:2022-01-19 大小:16.3 GB 最近下载:2025-08-16 热度:566

[FreeCourseSite.com] Udemy - Complete Machine Learning & Data Science Bootcamp 2022

09 - Scikit-learn_ Creating Machine Learning Models/017 NEW_ Choosing The Right Model For Your Data.mp4 245.7 MB
09 - Scikit-learn_ Creating Machine Learning Models/040 NEW_ Evaluating A Model With Cross Validation and Scoring Parameter.mp4 235.8 MB
05 - Data Science Environment Setup/008 Windows Environment Setup 2.mp4 200.2 MB
09 - Scikit-learn_ Creating Machine Learning Models/007 Typical scikit-learn Workflow.mp4 193.6 MB
16 - Career Advice + Extra Bits/009 CWD_ Git + Github.mp4 184.8 MB
09 - Scikit-learn_ Creating Machine Learning Models/008 Optional_ Debugging Warnings In Jupyter.mp4 179.8 MB
09 - Scikit-learn_ Creating Machine Learning Models/043 Tuning Hyperparameters.mp4 176.1 MB
14 - Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/032 Training Your Deep Neural Network.mp4 171.0 MB
12 - Milestone Project 2_ Supervised Learning (Time Series Data)/008 Feature Engineering.mp4 165.0 MB
14 - Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/034 Make And Transform Predictions.mp4 161.2 MB
16 - Career Advice + Extra Bits/003 What If I Don't Have Enough Experience_.mp4 154.5 MB
12 - Milestone Project 2_ Supervised Learning (Time Series Data)/009 Turning Data Into Numbers.mp4 151.2 MB
09 - Scikit-learn_ Creating Machine Learning Models/050 Putting It All Together.mp4 150.2 MB
12 - Milestone Project 2_ Supervised Learning (Time Series Data)/021 Feature Importance.mp4 147.4 MB
14 - Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/037 Visualizing And Evaluate Model Predictions 2.mp4 147.1 MB
05 - Data Science Environment Setup/005 Mac Environment Setup.mp4 146.3 MB
11 - Milestone Project 1_ Supervised Learning (Classification)/010 Finding Patterns 3.mp4 142.5 MB
12 - Milestone Project 2_ Supervised Learning (Time Series Data)/006 Exploring Our Data.mp4 142.1 MB
14 - Neural Networks_ Deep Learning, Transfer Learning and TensorFlow 2/015 Preparing The Images.mp4 138.5 MB
09 - Scikit-learn_ Creating Machine Learning Models/016 Getting Your Data Ready_ Handling Missing Values With Scikit-learn.mp4 137.7 MB

[磁力链接] 添加时间:2022-01-11 大小:17.5 GB 最近下载:2025-08-16 热度:1672

Data Science Natural Language Processing (NLP) in Python

Data Science Natural Language Processing (NLP) in Python.zip 1.6 GB
Download more courses.url 123 Bytes
Downloaded from TutsGalaxy.com.txt 73 Bytes
TutsGalaxy.com.txt 52 Bytes

[磁力链接] 添加时间:2021-03-07 大小:1.6 GB 最近下载:2025-08-16 热度:4296

[ FreeCourseWeb.com ] Udemy - Web Scraping with Beautiful Soup for Data Science

~Get Your Files Here !/4. Project No.2 - Level Intermediate/5. Scraping Multiple Pages.mp4 247.6 MB
~Get Your Files Here !/5. Project No.3 - Level Advanced/2. Combine URLs.mp4 213.5 MB
~Get Your Files Here !/5. Project No.3 - Level Advanced/5. Scrape Multiple Pages.mp4 191.5 MB
~Get Your Files Here !/5. Project No.3 - Level Advanced/4. Loop through all links and store results.mp4 152.8 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/2. Find & Find All.mp4 132.2 MB
~Get Your Files Here !/5. Project No.3 - Level Advanced/3. Extract Data from First Link.mp4 126.8 MB
~Get Your Files Here !/4. Project No.2 - Level Intermediate/2. Scraping necessary Data - Part 1.mp4 121.0 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/1. Imports, HTTP Requests, Soup Object.mp4 110.2 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/5. Navigate to Siblings &Parents.mp4 105.8 MB
~Get Your Files Here !/3. Project No.1 - Level Beginner/3. Dataframe and Excel File.mp4 101.4 MB
~Get Your Files Here !/3. Project No.1 - Level Beginner/2. Extract necessary Data.mp4 84.8 MB
~Get Your Files Here !/4. Project No.2 - Level Intermediate/4. Dataframe & Data Storage.mp4 81.2 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/3. Select & Select One.mp4 68.8 MB
~Get Your Files Here !/4. Project No.2 - Level Intermediate/3. Scraping necessary Data - Part 2.mp4 67.3 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/6. Extract Links & URLs.mp4 66.3 MB
~Get Your Files Here !/4. Project No.2 - Level Intermediate/1. Project Overview & SetUp.mp4 46.3 MB
~Get Your Files Here !/5. Project No.3 - Level Advanced/1. Project Introduction & SetUp.mp4 45.5 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/4. Extract Attribute Values.mp4 44.6 MB
~Get Your Files Here !/2. Beautiful Soup - Basic Concepts/7. Find Elements - Alternative Syntax.mp4 43.1 MB
~Get Your Files Here !/1. Introduction & Course Overview/1. Introduction.mp4 33.5 MB

[磁力链接] 添加时间:2022-04-13 大小:2.1 GB 最近下载:2025-08-16 热度:1641

CBT Nuggets - Programming for Data Science

19. Evaluate Complexity and Memory for Data Science/4. Pandas Data Types .mp4 220.8 MB
21. Explore R Fundamentals for Data Science/1. Introduction -3.mp4 203.1 MB
24. Explore AI Language Models and OpenAI's ChatGPT/5. Prompts and Completions.mp4 194.4 MB
21. Explore R Fundamentals for Data Science/3. Getting Started with R and Google Colab .mp4 185.3 MB
2. Access the Command Line for Data Science/1. Introduction .mp4 179.1 MB
10. Write Code using OOP Concepts for Data Science/3. Python Class Objects .mp4 177.6 MB
21. Explore R Fundamentals for Data Science/2. What is R and Why Should I Learn it in 2023 .mp4 176.0 MB
13. Visualizing Data with Matplotlib for Data Science/2. What is Matplotlib .mp4 169.3 MB
13. Visualizing Data with Matplotlib for Data Science/3. Fields in the dataset from Kaggle .mp4 163.0 MB
14. Visualize Data with Seaborn for Data Science/2. Matplotlib vs Seaborn .mp4 156.6 MB
15. Explore Web Scraping Fundamentals for Data Science/6. Web Scraping with BeautifulSoup .mp4 156.2 MB
19. Evaluate Complexity and Memory for Data Science/1. Introduction - Programming for Data Science CBT Nuggets-3.mp4 151.0 MB
18. Analyze Core Data Structures for Data Science/4. Data Structures Deep Dive .mp4 148.4 MB
2. Access the Command Line for Data Science/2. What is a command-line, terminal, and Shell .mp4 144.1 MB
16. Collect Web Data with Python and BeautifulSoup/5. The find_all() Method Part 1 .mp4 142.3 MB
22. Implement and Compare R Data Structures/7. Data Exploration .mp4 139.9 MB
26. Create an AI Powered Web App with OpenAI, Streamlit/7. HungryBear Production Code Part 2 .mp4 139.8 MB
18. Analyze Core Data Structures for Data Science/1. Introduction .mp4 139.5 MB
20. Apply Big O Notation Concepts for Data Science/5. Factorial time .mp4 139.0 MB
4. Explore Python Data Types for Data Science/7. Collections Dictionaries .mp4 138.5 MB

[磁力链接] 添加时间:2024-09-04 大小:13.2 GB 最近下载:2025-08-16 热度:302

[FreeCourseLab.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass

23 Hierarchical Clustering/004 Hierarchical Clustering - Coding Part Two - Scikit-Learn.mp4 218.8 MB
05 Pandas/028 Pandas Project Exercise Solutions.mp4 181.0 MB
13 Logistic Regression/016 Logistic Regression Project Exercise - Solutions.mp4 152.6 MB
08 Data Analysis and Visualization Capstone Project Exercise/004 Capstone Project Solutions - Part Three.mp4 143.9 MB
17 Random Forests/007 Coding Classification with Random Forest Classifier - Part Two.mp4 136.7 MB
05 Pandas/026 Pandas Pivot Tables.mp4 135.0 MB
24 DBSCAN - Density-based spatial clustering of applications with noise/007 DBSCAN - Outlier Project Exercise Solutions.mp4 134.2 MB
11 Feature Engineering and Data Preparation/003 Dealing with Outliers.mp4 126.5 MB
11 Feature Engineering and Data Preparation/005 Dealing with Missing Data _ Part Two - Filling or Dropping data based on Rows.mp4 123.3 MB
16 Tree Based Methods_ Decision Tree Learning/008 Coding Decision Trees - Part Two -Creating the Model.mp4 121.5 MB
23 Hierarchical Clustering/003 Hierarchical Clustering - Coding Part One - Data and Visualization.mp4 120.4 MB
07 Seaborn Data Visualizations/002 Scatterplots with Seaborn.mp4 116.5 MB
24 DBSCAN - Density-based spatial clustering of applications with noise/002 DBSCAN - Theory and Intuition.mp4 114.4 MB
20 Naive Bayes Classification and Natural Language Processing (Supervised Learning)/010 Text Classification Project Exercise Solutions.mp4 113.3 MB
22 K-Means Clustering/011 K-Means Clustering Exercise Solution - Part Two.mp4 113.1 MB
08 Data Analysis and Visualization Capstone Project Exercise/003 Capstone Project Solutions - Part Two.mp4 111.4 MB
06 Matplotlib/011 Matplotlib Exercise Questions - Solutions.mp4 111.0 MB
07 Seaborn Data Visualizations/014 Seaborn Plot Exercises Solutions.mp4 110.8 MB
11 Feature Engineering and Data Preparation/006 Dealing with Missing Data _ Part 3 - Fixing data based on Columns.mp4 110.4 MB
24 DBSCAN - Density-based spatial clustering of applications with noise/005 DBSCAN - Hyperparameter Tuning Methods.mp4 110.2 MB

[磁力链接] 添加时间:2022-02-07 大小:11.3 GB 最近下载:2025-08-16 热度:1632