data science -移花宫 -武林禁地，闲人禁止入内

[DesireCourse.Com] Udemy - Introduction To Data Science

02-modeling-and-machine-learning/009-linear-regression-background.mp4 166.7 MB
02-modeling-and-machine-learning/016-support-vector-machines.mp4 150.3 MB
02-modeling-and-machine-learning/010-linear-regression-practice.mp4 149.7 MB
03-data/023-the-shape-of-data.mp4 148.6 MB
02-modeling-and-machine-learning/019-evaluating-models.mp4 148.2 MB
03-data/024-dealing-with-categorical-variables.mp4 145.3 MB
02-modeling-and-machine-learning/012-logistic-regression-practice.mp4 123.0 MB
02-modeling-and-machine-learning/005-validating-models.mp4 118.1 MB
03-data/025-useful-data-transformations.mp4 115.2 MB
03-data/021-visualizing-data.mp4 114.8 MB
04-moving-on/027-further-topics.mp4 114.2 MB
03-data/022-missing-values.mp4 104.5 MB
02-modeling-and-machine-learning/008-naive-bayes-practice.mp4 103.0 MB
01-course-overview/003-starting-with-r-and-data.mp4 98.0 MB
03-data/020-loading-data-in-r.mp4 90.8 MB
02-modeling-and-machine-learning/007-naive-bayes-background.mp4 81.5 MB
02-modeling-and-machine-learning/014-random-forest-practice.mp4 80.3 MB
02-modeling-and-machine-learning/017-gradient-boosting.mp4 74.1 MB
02-modeling-and-machine-learning/018-regularization-for-linear-and-logistic-regression.mp4 70.6 MB
02-modeling-and-machine-learning/011-logistic-regression-background.mp4 64.6 MB

[磁力链接] 添加时间:2022-04-06 大小:2.6 GB 最近下载:2025-08-22 热度:2075

[ CourseMega.com ] Udemy - Designing and Implementing a Data Science Solution on Azure

~Get Your Files Here !/6. Running Spark on Azure Databricks.mp4 39.6 MB
~Get Your Files Here !/5. Managing Role-Based Access Control on Azure.mp4 33.5 MB
~Get Your Files Here !/3. Azure Machine Learning Studio.mp4 33.4 MB
~Get Your Files Here !/2. Azure Machine Learning SDK.mp4 32.4 MB
~Get Your Files Here !/7. Azure Databricks to Import and Analyze Data.mp4 31.6 MB
~Get Your Files Here !/4. Hyperdrive in Azure Machine Learning.mp4 29.2 MB
~Get Your Files Here !/1. Introduction.mp4 27.7 MB
~Get Your Files Here !/3. Azure Machine Learning Studio.srt 6.2 kB
~Get Your Files Here !/7. Azure Databricks to Import and Analyze Data.srt 6.0 kB
~Get Your Files Here !/2. Azure Machine Learning SDK.srt 5.7 kB
~Get Your Files Here !/1. Introduction.srt 5.7 kB
~Get Your Files Here !/4. Hyperdrive in Azure Machine Learning.srt 5.6 kB
~Get Your Files Here !/6. Running Spark on Azure Databricks.srt 5.6 kB
~Get Your Files Here !/5. Managing Role-Based Access Control on Azure.srt 5.2 kB
~Get Your Files Here !/Bonus Resources.txt 357 Bytes
Get Bonus Downloads Here.url 180 Bytes

[磁力链接] 添加时间:2022-04-06 大小:227.5 MB 最近下载:2025-10-09 热度:189

[DMC.RIP] [OTUS] Математика для Data Science. Продвинутый курс. Часть 2

[DMC.RIP] 10. Метрические пространства/[DMC.RIP] 10_3.mp4 467.7 MB
[DMC.RIP] 15. Метод максимального правдоподобия/[DMC.RIP] 15.mp4 192.0 MB
[DMC.RIP] 14. Минимизация и максимизация в регрессиях/[DMC.RIP] 14.mp4 176.4 MB
[DMC.RIP] 11. Теория пределов/[DMC.RIP] 11.mp4 174.9 MB
[DMC.RIP] 16. Применения мат.анализа в ML/[DMC.RIP] 16.mp4 132.8 MB
[DMC.RIP] 13. Оптимизация/[DMC.RIP] 13.mp4 123.2 MB
[DMC.RIP] 12. Дифференцирование/[DMC.RIP] 12.mp4 118.3 MB
[DMC.RIP] 18. Midterm/[DMC.RIP] 18.mp4 112.6 MB
[DMC.RIP] 17. Применения мат.анализа в ML/[DMC.RIP] 17.mp4 111.8 MB
[DMC.RIP] 10. Метрические пространства/[DMC.RIP] 10_1.mp4 110.3 MB
[DMC.RIP] 10. Метрические пространства/[DMC.RIP] 10_2.mp4 62.6 MB
[DMC.RIP] 12. Дифференцирование/[DMC.RIP] 13.pptx 10.9 MB
[DMC.RIP] 11. Теория пределов/11.pdf 3.0 MB
[DMC.RIP] 10. Метрические пространства/[DMC.RIP] Linear_and_Normes_v002.pdf 2.7 MB
[DMC.RIP] 15. Метод максимального правдоподобия/15.pdf 2.4 MB
[DMC.RIP] 14. Минимизация и максимизация в регрессиях/14.pdf 2.4 MB
[DMC.RIP] 11. Теория пределов/[DMC.RIP] 11.pdf 1.8 MB
[DMC.RIP] 17. Применения мат.анализа в ML/[DMC.RIP] neural_network_implementation.ipynb 1.4 MB
[DMC.RIP] 10. Метрические пространства/[DMC.RIP] Linear_and_Normes_Spaces_v002.pdf 1.4 MB
[DMC.RIP] 14. Минимизация и максимизация в регрессиях/ДЗ.pdf 1.4 MB

[磁力链接] 添加时间:2022-04-05 大小:1.8 GB 最近下载:2025-08-23 热度:158

365 Data Science - Credit Risk Modeling in Python [CoursesGhar]

1. Introduction/1. What is credit risk and why is it important.mp4 57.8 MB
9. PD model monitoring/2. Population stability index - preprocessing.mp4 55.1 MB
1. Introduction/2. Expected loss (EL) and its components - PD, LGD and EAD.mp4 48.3 MB
13. Calculating expected loss/1. Calculating expected loss.mp4 47.8 MB
6. PD model estimation/4. Build a logistic regression model with p-values..mp4 43.8 MB
8. Applying the PD model for decision making/2. Creating a scorecard.mp4 42.1 MB
5. PD model_ data preparation/13. Data preparation. Preprocessing continuous variables - creating dummies (Part 2).mp4 39.9 MB
5. PD model_ data preparation/14. Data preparation. Preprocessing continuous variables - creating dummies (Part 3).mp4 37.8 MB
5. PD model_ data preparation/10. Data preparation. Preprocessing discrete variables - creating dummies (Part 2).mp4 36.5 MB
9. PD model monitoring/3. Population stability index - calculation and interpretation.mp4 34.5 MB
1. Introduction/5. Different facility types (asset classes) and credit risk modeling approaches.mp4 33.8 MB
1. Introduction/4. Basel II approaches - SA, F-IRB, and A-IRB.mp4 31.1 MB
8. Applying the PD model for decision making/5. Setting cut-offs.mp4 31.1 MB
4. General preprocessing/2. Preprocessing few continuous variables.mp4 31.1 MB
7. PD model validation (test)/2. Evaluation of model performance - accuracy and area under the curve (AUC).mp4 26.4 MB
7. PD model validation (test)/3. Evaluation of model performance - Gini and Kolmogorov-Smirnov..mp4 24.4 MB
5. PD model_ data preparation/8. Data preparation. Preprocessing discrete variables - visualizing results.mp4 23.8 MB
6. PD model estimation/1. The PD model. Logistic regression with dummy variables.mp4 21.3 MB
5. PD model_ data preparation/5. Data preparation. Splitting data.mp4 21.3 MB
7. PD model validation (test)/1. Out-of-sample validation (test)..mp4 21.1 MB

[磁力链接] 添加时间:2022-04-04 大小:1.2 GB 最近下载:2025-10-08 热度:785

[ FreeCourseWeb.com ] Udemy - Pandas with Python for Data Science

~Get Your Files Here !/4. Azure Data Lake/14. Example on Pivot Table.mp4 79.5 MB
~Get Your Files Here !/4. Azure Data Lake/7. Stacking and Unstacking.mp4 72.8 MB
~Get Your Files Here !/3. Data Analysis/22. Concept of Dummy Coding.mp4 71.5 MB
~Get Your Files Here !/4. Azure Data Lake/11. More Options with Crosstab.mp4 68.9 MB
~Get Your Files Here !/2. Data Set/6. Column Names and Operation.mp4 67.2 MB
~Get Your Files Here !/4. Azure Data Lake/2. Merging Data Frames.mp4 62.9 MB
~Get Your Files Here !/3. Data Analysis/25. Functions for Date and Time.mp4 62.4 MB
~Get Your Files Here !/3. Data Analysis/15. Functions of iX Method.mp4 61.7 MB
~Get Your Files Here !/3. Data Analysis/18. Reducing the Space.mp4 61.7 MB
~Get Your Files Here !/4. Azure Data Lake/6. Working with Interpolate Method.mp4 60.5 MB
~Get Your Files Here !/4. Azure Data Lake/10. More on Crosstab.mp4 60.4 MB
~Get Your Files Here !/4. Azure Data Lake/13. Pivot Table Method.mp4 57.2 MB
~Get Your Files Here !/2. Data Set/2. Reading the Data Set.mp4 53.7 MB
~Get Your Files Here !/4. Azure Data Lake/16. Using Excel Functions.mp4 52.6 MB
~Get Your Files Here !/4. Azure Data Lake/15. Data Frame to CSV File.mp4 52.5 MB
~Get Your Files Here !/4. Azure Data Lake/5. Importing Time Series Data.mp4 49.8 MB
~Get Your Files Here !/4. Azure Data Lake/3. Shaping a Data Frame.mp4 48.8 MB
~Get Your Files Here !/3. Data Analysis/13. Column in Index.mp4 46.9 MB
~Get Your Files Here !/3. Data Analysis/29. Formatting the Data.mp4 45.5 MB
~Get Your Files Here !/3. Data Analysis/12. Uses of Index.mp4 45.1 MB

[磁力链接] 添加时间:2022-04-03 大小:2.3 GB 最近下载:2025-09-14 热度:947

365 Data Science - Deep Learning with TensorFlow 2.0 [CoursesGhar]

13. Business case/4. Preprocessing the data.mp4 81.2 MB
14. Conclusion/3. An overview of CNNs.mp4 75.4 MB
6. Deep nets overview/3. Really understand deep nets.mp4 61.0 MB
2. Neural networks Intro/11. One-parameter gradient descent.mp4 59.1 MB
6. Deep nets overview/7. Backpropagation.mp4 55.3 MB
13. Business case/1. Exploring the dataset and identifying predictors.mp4 54.6 MB
2. Neural networks Intro/12. N-parameter gradient descent.mp4 52.5 MB
1. Introduction/2. What does the course cover.mp4 51.6 MB
14. Conclusion/1. Summary.mp4 50.9 MB
4. Minimal example/4. Training the model.mp4 48.8 MB
13. Business case/3. Balancing the dataset.mp4 46.8 MB
13. Business case/7. Setting an early stopping mechanism.mp4 44.7 MB
2. Neural networks Intro/1. Introduction to neural networks.mp4 44.6 MB
2. Neural networks Intro/6. The linear model. Multiple inputs and multiple outputs.mp4 44.3 MB
14. Conclusion/5. Non-NN approaches.mp4 43.9 MB
5. Introduction to TensorFlow 2/1. TensorFlow outline.mp4 43.2 MB
12. Deeper example/8. Learning.mp4 42.9 MB
2. Neural networks Intro/3. Types of machine learning.mp4 42.8 MB
11. Preprocessing/3. Standardization.mp4 42.3 MB
6. Deep nets overview/4. Why do we need non-linearities.mp4 39.8 MB

[磁力链接] 添加时间:2022-04-03 大小:2.6 GB 最近下载:2025-09-29 热度:720

[ TutPig.com ] Udemy - Data science tools - Basic of Statistics

~Get Your Files Here !/9. Rates-Ratio-odd ratio-OR/1. Rates_Ratio_incidence_prevalence.mp4 238.9 MB
~Get Your Files Here !/8. Continious probability distributioNormal distribution/2. normal_examples.mp4 205.7 MB
~Get Your Files Here !/5. Correlation and Regresson analysis/4. Regression-example.mp4 184.0 MB
~Get Your Files Here !/6. Probability-Bayes-Theorem/1. Basic of Probability.mp4 172.7 MB
~Get Your Files Here !/10. Screening_test_confusion_matrix/3. Screening_test-example.mp4 154.7 MB
~Get Your Files Here !/5. Correlation and Regresson analysis/1. correlation-coefficient.mp4 150.0 MB
~Get Your Files Here !/6. Probability-Bayes-Theorem/2. Bayes theorem.mp4 136.3 MB
~Get Your Files Here !/10. Screening_test_confusion_matrix/1. Screening_test_confusion_matrix_1.mp4 132.4 MB
~Get Your Files Here !/3. Summary measuresMeasures of Dispersion/1. Measures of Dispersion_variance_sd.mp4 129.1 MB
~Get Your Files Here !/10. Screening_test_confusion_matrix/2. Screening_test_confusion_matrix_2_details.mp4 118.5 MB
~Get Your Files Here !/1. Introduction Data and Statistics/4. Data.mp4 113.8 MB
~Get Your Files Here !/2. Summary measures Central Tendency/2. Median.mp4 113.5 MB
~Get Your Files Here !/9. Rates-Ratio-odd ratio-OR/2. Odds-Odd Ratio.mp4 106.7 MB
~Get Your Files Here !/4. Shape of data Measures of Skewness/3. Skewness_shape of the data.mp4 101.8 MB
~Get Your Files Here !/2. Summary measures Central Tendency/3. Mode.mp4 86.2 MB
~Get Your Files Here !/10. Screening_test_confusion_matrix/4. Screening_test-bayes-theorem.mp4 83.8 MB
~Get Your Files Here !/5. Correlation and Regresson analysis/2. correlation-Scatter-diagram.mp4 82.2 MB
~Get Your Files Here !/7. Discrete probability distribution/1. Binomial distribution.mp4 74.7 MB
~Get Your Files Here !/5. Correlation and Regresson analysis/3. Regression-analysis.mp4 70.6 MB
~Get Your Files Here !/8. Continious probability distributioNormal distribution/1. normal_distribution.mp4 70.4 MB

[磁力链接] 添加时间:2022-04-03 大小:2.9 GB 最近下载:2025-10-06 热度:2403

[ FreeCourseWeb.com ] Linkedin - Prepare for Your Data Science Interview

~Get Your Files Here !/[3] 2. Interviewing Guide and Strategy/[2] What to bring.mp4 103.1 MB
~Get Your Files Here !/[2] 1. Preparing for Your Interview/[1] Preparing your demo.mp4 84.6 MB
~Get Your Files Here !/[4] 3. After the Interview/[2] Dealing with offers.mp4 71.2 MB
~Get Your Files Here !/[3] 2. Interviewing Guide and Strategy/[1] Behavioral fit.mp4 67.7 MB
~Get Your Files Here !/[1] Introduction/[1] Hiring manager mindset.mp4 43.4 MB
~Get Your Files Here !/[2] 1. Preparing for Your Interview/[2] Physical and mental preparations.mp4 42.2 MB
~Get Your Files Here !/[4] 3. After the Interview/[1] Follow-up methods.mp4 33.4 MB
~Get Your Files Here !/[4] 3. After the Interview/[2] Dealing with offers.srt 13.9 kB
~Get Your Files Here !/[2] 1. Preparing for Your Interview/[1] Preparing your demo.srt 12.3 kB
~Get Your Files Here !/[3] 2. Interviewing Guide and Strategy/[2] What to bring.srt 10.3 kB
~Get Your Files Here !/[3] 2. Interviewing Guide and Strategy/[1] Behavioral fit.srt 9.8 kB
~Get Your Files Here !/[1] Introduction/[1] Hiring manager mindset.srt 9.5 kB
~Get Your Files Here !/[2] 1. Preparing for Your Interview/[2] Physical and mental preparations.srt 7.1 kB
~Get Your Files Here !/[4] 3. After the Interview/[1] Follow-up methods.srt 4.2 kB
~Get Your Files Here !/Bonus Resources.txt 357 Bytes
Get Bonus Downloads Here.url 183 Bytes

[磁力链接] 添加时间:2022-04-02 大小:445.6 MB 最近下载:2025-10-09 热度:2177

[ DevCourseWeb.com ] Udemy - The Complete Python Pro Bootcamp for Data Science and AI

~Get Your Files Here !/02 - Week 1/007 Workshop 1 task - Solved.mp4 299.8 MB
~Get Your Files Here !/03 - Week 2/004 List and Dict Comprehensions.mp4 280.4 MB
~Get Your Files Here !/04 - Week 3/005 Workshop 3 Tasks - Solved.mp4 273.7 MB
~Get Your Files Here !/04 - Week 3/001 File IO in Python.mp4 258.4 MB
~Get Your Files Here !/04 - Week 3/004 Workshop 3 Tasks - Unsolved.mp4 237.7 MB
~Get Your Files Here !/05 - Week 4/003 Workshop 4 Tasks - Unsolved.mp4 222.5 MB
~Get Your Files Here !/05 - Week 4/004 Workshop 4 Tasks - Solved.mp4 219.5 MB
~Get Your Files Here !/03 - Week 2/005 Workshop 2 Tasks - Unsolved.mp4 207.2 MB
~Get Your Files Here !/03 - Week 2/006 Workshop 2 Tasks - Solved.mp4 194.8 MB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 Customer Data Preprocessing Solved.mp4 148.3 MB
~Get Your Files Here !/05 - Week 4/001 Pandas in Python Notebook.mp4 143.4 MB
~Get Your Files Here !/02 - Week 1/006 Workshop 1 Tasks - Unsolved.mp4 141.5 MB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/001 Customer Data Preprocessing - Unsolved.mp4 126.1 MB
~Get Your Files Here !/05 - Week 4/002 Seaborn visualisation in Python.mp4 119.4 MB
~Get Your Files Here !/04 - Week 3/002 Handling CSV files in Python.mp4 115.9 MB
~Get Your Files Here !/03 - Week 2/002 Classes and Methods.mp4 112.8 MB
~Get Your Files Here !/02 - Week 1/004 Python Data Structures - Lists.mp4 100.1 MB
~Get Your Files Here !/02 - Week 1/003 Python Commands.mp4 89.9 MB
~Get Your Files Here !/03 - Week 2/001 Functions and Scope.mp4 86.9 MB
~Get Your Files Here !/02 - Week 1/002 Programming in Python.mp4 85.8 MB

[磁力链接] 添加时间:2022-04-01 大小:3.8 GB 最近下载:2025-05-17 热度:361

[FreeCourseSite.com] Udemy - Data science ,Analytics & AI Real world Project using Python

4. Feature Extraction for Data Science/7. Finding Boxplot & Violinplot of data ( Basic EDA).mp4 137.9 MB
9. NLP (Natural Language Processing )/5. Lecture 35.mp4 131.1 MB
7. Advance Feature Engineering in Data ScienceNLPML/2. What are stopwords & how to remove it from data. .mp4 130.2 MB
9. NLP (Natural Language Processing )/4. Lecture 34.mp4 129.4 MB
7. Advance Feature Engineering in Data ScienceNLPML/3. Finding common_word_count_min & common_word_count_max.mp4 117.9 MB
5. Data Pre-preocessing For Data ScienceML/2. How to remove special characters from data.mp4 116.2 MB
10. Machine Learning/1. Lecture 36.mp4 115.0 MB
6. String matching in MLNLP/5. String Matching using Longest sub-string...mp4 114.8 MB
8. Advance Data Analysis/1. Lecture 28.mp4 114.3 MB
8. Advance Data Analysis/3. Lecture 30.mp4 113.2 MB
11. Hypertuning of Machine Learning Model/2. Lecture 38.mp4 111.8 MB
4. Feature Extraction for Data Science/3. How to Find common words in 2 strings...mp4 107.9 MB
7. Advance Feature Engineering in Data ScienceNLPML/4. Lecture 25.mp4 107.3 MB
7. Advance Feature Engineering in Data ScienceNLPML/1. Create some set of features like [ first_word , last_word & length_diff ].mp4 104.4 MB
4. Feature Extraction for Data Science/6. Analysing distribution of data ( Basic EDA).mp4 100.6 MB
3. Data Analysis & Basic stats/5. Lets perform Text Analysis...mp4 99.3 MB
5. Data Pre-preocessing For Data ScienceML/1. How to Overcome with the contractions of data !.mp4 97.1 MB
11. Hypertuning of Machine Learning Model/1. Lecture 37.mp4 92.5 MB
9. NLP (Natural Language Processing )/3. Lecture 33.mp4 91.7 MB
4. Feature Extraction for Data Science/2. Finding Length of questions.mp4 90.7 MB

[磁力链接] 添加时间:2022-04-01 大小:3.6 GB 最近下载:2025-10-08 热度:1017

[ DevCourseWeb.com ] Udemy - SQL Mastery For Data Science

~Get Your Files Here !/2. SQL Tips & Tricks/4. Aggregate data.mp4 51.3 MB
~Get Your Files Here !/2. SQL Tips & Tricks/3. Filter Data.mp4 48.7 MB
~Get Your Files Here !/2. SQL Tips & Tricks/10. Common table expressions.mp4 40.1 MB
~Get Your Files Here !/2. SQL Tips & Tricks/9. Date and time functions.mp4 39.6 MB
~Get Your Files Here !/2. SQL Tips & Tricks/2. Joining Tables.mp4 35.8 MB
~Get Your Files Here !/2. SQL Tips & Tricks/7. Rolling calculations.mp4 34.8 MB
~Get Your Files Here !/2. SQL Tips & Tricks/8. Analyze employee data.mp4 32.3 MB
~Get Your Files Here !/2. SQL Tips & Tricks/6. Subqueries.mp4 31.1 MB
~Get Your Files Here !/2. SQL Tips & Tricks/12. Finding ranks.mp4 30.9 MB
~Get Your Files Here !/2. SQL Tips & Tricks/11. Year-over-year calculations.mp4 28.5 MB
~Get Your Files Here !/2. SQL Tips & Tricks/1. Retrieve data using SQL.mp4 25.3 MB
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 12.1 MB
~Get Your Files Here !/2. SQL Tips & Tricks/5. Window functions.mp4 10.1 MB
~Get Your Files Here !/1. Introduction/2. Course Files.mp4 1.6 MB
~Get Your Files Here !/2. SQL Tips & Tricks/4. Aggregate data.srt 10.2 kB
~Get Your Files Here !/2. SQL Tips & Tricks/10. Common table expressions.srt 9.6 kB
~Get Your Files Here !/2. SQL Tips & Tricks/2. Joining Tables.srt 9.0 kB
~Get Your Files Here !/2. SQL Tips & Tricks/3. Filter Data.srt 8.8 kB
~Get Your Files Here !/2. SQL Tips & Tricks/9. Date and time functions.srt 8.8 kB
~Get Your Files Here !/2. SQL Tips & Tricks/7. Rolling calculations.srt 7.6 kB

[磁力链接] 添加时间:2022-03-30 大小:422.4 MB 最近下载:2025-08-12 热度:707

[ FreeCourseWeb.com ] Udemy - Data Science in R Bootcamp

~Get Your Files Here !/03 Datasets and Data Types/001 Datasets and Data Types.mp4 425.7 MB
~Get Your Files Here !/05 Statistical Analyses and Summaries/001 Statistical Analysis in R.mp4 298.1 MB
~Get Your Files Here !/06 Hypothesis Testing/001 Hypothesis Testing.mp4 283.6 MB
~Get Your Files Here !/04 Visualizing Continuous and Categorical Data/001 Visualizing Continuous and Categorical Data.mp4 260.7 MB
~Get Your Files Here !/02 Vectors and Vector Arithmetic/001 Vectors and Vector Arithmetic.mp4 252.4 MB
~Get Your Files Here !/07 Linear Regression/001 Linear Regression.mp4 245.1 MB
~Get Your Files Here !/01 Introduction To R and R Studio/001 Introduction to me, Data Science, and R.mp4 37.1 MB
~Get Your Files Here !/03 Datasets and Data Types/001 Datasets and Data Types.en.srt 69.8 kB
~Get Your Files Here !/02 Vectors and Vector Arithmetic/001 Vectors and Vector Arithmetic.en.srt 69.1 kB
~Get Your Files Here !/06 Hypothesis Testing/001 Hypothesis Testing.en.srt 63.2 kB
~Get Your Files Here !/05 Statistical Analyses and Summaries/001 Statistical Analysis in R.en.srt 60.6 kB
~Get Your Files Here !/04 Visualizing Continuous and Categorical Data/001 Visualizing Continuous and Categorical Data.en.srt 57.5 kB
~Get Your Files Here !/07 Linear Regression/001 Linear Regression.en.srt 50.0 kB
~Get Your Files Here !/01 Introduction To R and R Studio/001 Introduction to me, Data Science, and R.en.srt 14.0 kB
~Get Your Files Here !/04 Visualizing Continuous and Categorical Data/004 Lecture 4.R 2.5 kB
~Get Your Files Here !/06 Hypothesis Testing/006 Lecture 6.R 2.2 kB
~Get Your Files Here !/02 Vectors and Vector Arithmetic/002 Lecture2.R 2.0 kB
~Get Your Files Here !/03 Datasets and Data Types/003 Lecture3.R 1.8 kB
~Get Your Files Here !/05 Statistical Analyses and Summaries/005 Lecture 5.R 1.1 kB
~Get Your Files Here !/07 Linear Regression/007 Lecture 7 .R 777 Bytes

[磁力链接] 添加时间:2022-03-30 大小:1.8 GB 最近下载:2025-10-09 热度:427

[GigaCourse.Com] Udemy - Build 30 Real World Data Science & Machine Learning Projects

4. Project-2 Costa Rican household poverty prediction/2. Data preprocessing and feature engineering.mp4 217.3 MB
11. Project-9 Apparent temperature prediction/3. Model building part1.mp4 208.1 MB
6. Project-4 Car price prediction/3. Creating and hypertunning model.mp4 198.1 MB
22. Project-20 Vaccination for justified user system using NLP/2. Importing data and libraries.mp4 192.1 MB
19. Project-17 Amazon Alexa Review system/2. Importing libraries and data.mp4 184.5 MB
10. Project-8 Predicting Hotel Booking/2. Data preprocessing, EDA.mp4 184.2 MB
4. Project-2 Costa Rican household poverty prediction/3. Creating models.mp4 159.6 MB
9. Project-7 Predicting employee attrition/3. Feature selection and model building.mp4 158.0 MB
21. Project-19 IMDB Movie Review system/3. Data Visualization.mp4 154.0 MB
12. Project-10 Consumer Complaint classification/3. Model building.mp4 150.2 MB
8. Project-6 Loan Prediction Analysis/4. Hypertuning models.mp4 149.4 MB
19. Project-17 Amazon Alexa Review system/3. EDA.mp4 145.2 MB
22. Project-20 Vaccination for justified user system using NLP/3. data preprocessing.mp4 143.9 MB
28. Project-26 E-signing of loan based on financial history/5. feature engineering.mp4 143.1 MB
3. Project-1 Image Caption Bot/6.1 Image caption Code and Model Files.zip 141.7 MB
29. Project-27 Mutual fund project/5. Understanding various parameters.mp4 140.0 MB
22. Project-20 Vaccination for justified user system using NLP/4. data visualization.mp4 138.8 MB
28. Project-26 E-signing of loan based on financial history/2. loading data and EDA.mp4 137.2 MB
26. Project-24 Mortality prediction in ICU using ANN/5. model building.mp4 135.1 MB
23. Project-21 Blood donation analysis/4. model building.mp4 133.9 MB

[磁力链接] 添加时间:2022-03-30 大小:11.7 GB 最近下载:2025-10-08 热度:2764

[ DevCourseWeb.com ] Udemy - Data Science - Credit Card Fraud Detection - Model Building

~Get Your Files Here !/07 - Project Files and Code/Project Code/data/creditcard.csv 150.8 MB
~Get Your Files Here !/05 - Model Building – Creating Common Functions/004 Created a common function to fit and predict on a Logistic Regression model.mp4 64.3 MB
~Get Your Files Here !/06 - Model Building and Evaluation/002 Performing cross validation with RepeatedKFold and Model Evaluation.mp4 63.9 MB
~Get Your Files Here !/06 - Model Building and Evaluation/009 Hyperparameter Tuning.mp4 37.6 MB
~Get Your Files Here !/05 - Model Building – Creating Common Functions/005 Created a common function to fit and predict on a KNN model.mp4 36.4 MB
~Get Your Files Here !/06 - Model Building and Evaluation/004 Proceeding with the model which shows the best result till now.mp4 35.7 MB
~Get Your Files Here !/06 - Model Building and Evaluation/006 Performing Oversampling with Random Oversampler with StratifiedKFold.mp4 35.4 MB
~Get Your Files Here !/06 - Model Building and Evaluation/007 Performing oversampling with SMOTE and Model Evaluation.mp4 35.3 MB
~Get Your Files Here !/05 - Model Building – Creating Common Functions/002 Created a common function to plot confusion matrix.mp4 34.9 MB
~Get Your Files Here !/06 - Model Building and Evaluation/008 Performing oversampling with ADASYN and Model Evaluation.mp4 29.2 MB
~Get Your Files Here !/05 - Model Building – Creating Common Functions/001 About Confusion Matrix, Classification Report, AUC-ROC.mp4 28.4 MB
~Get Your Files Here !/01 - Introduction and Getting Started/002 High Level Overview of the steps to be performed.mp4 28.4 MB
~Get Your Files Here !/05 - Model Building – Creating Common Functions/009 Created a common function to fit and predict on a SVM model.mp4 28.0 MB
~Get Your Files Here !/03 - Data Analysis & Feature Engineering/002 Finding correlation and plotting Heat Map.mp4 27.3 MB
~Get Your Files Here !/06 - Model Building and Evaluation/005 About Random Oversampler, SMOTE, ADASYN.mp4 25.2 MB
~Get Your Files Here !/05 - Model Building – Creating Common Functions/006 Created a common function to fit and predict on a Tree models.mp4 24.9 MB
~Get Your Files Here !/03 - Data Analysis & Feature Engineering/001 Checking the class distribution of the target variable.mp4 22.1 MB
~Get Your Files Here !/05 - Model Building – Creating Common Functions/003 About Logistic Regression, KNN, Tree, Random Forest, XGBoost, SVM models.mp4 21.3 MB
~Get Your Files Here !/03 - Data Analysis & Feature Engineering/003 Performing Feature engineering.mp4 20.5 MB
~Get Your Files Here !/01 - Introduction and Getting Started/003 Installing Packages.mp4 20.1 MB

[磁力链接] 添加时间:2022-03-30 大小:927.2 MB 最近下载:2025-10-08 热度:1330

[FreeAllCourse.Com] Udemy - R Programming A-Z™ R For Data Science With Real Exercises!

07 Homework Solutions/075 Homework Solution Section 5 World Trends.mp4 229.1 MB
07 Homework Solutions/073 Homework Solution Section 3 Financial Statement Analysis.mp4 199.6 MB
04 Matrices/039 Basketball Insights.mp4 180.7 MB
07 Homework Solutions/076 Homework Solution Section 6 Movie Domestic Gross (Part 1).mp4 171.3 MB
04 Matrices/036 Subsetting.mp4 142.3 MB
06 Advanced Visualization With GGPlot2/067 Using Facets.mp4 134.5 MB
03 Fundamentals Of R/023 The power of vectorized operations.mp4 128.8 MB
04 Matrices/031 Building Your First Matrix.mp4 122.9 MB
05 Data Frames/049 Introduction to qplot.mp4 121.8 MB
01 Hit The Ground Running/003 Installing R and R Studio (MAC Windows).mp4 119.5 MB
04 Matrices/033 Colnames() and Rownames().mp4 118.8 MB
07 Homework Solutions/072 Homework Solution Section 2 Law Of Large Numbers.mp4 115.5 MB
03 Fundamentals Of R/024 Functions in R.mp4 115.1 MB
04 Matrices/035 Visualizing With Matplot().mp4 108.0 MB
03 Fundamentals Of R/020 Lets create some vectors.mp4 102.5 MB
07 Homework Solutions/074 Homework Solution Section 4 Basketball Free Throws.mp4 96.7 MB
06 Advanced Visualization With GGPlot2/069 Perfecting By Adding Themes.mp4 94.2 MB
06 Advanced Visualization With GGPlot2/064 Histograms and Density Charts.mp4 93.1 MB
07 Homework Solutions/077 Homework Solution Section 6 Movie Domestic Gross (Part 2).mp4 86.9 MB
05 Data Frames/047 Basic operations with a Data Frame.mp4 86.8 MB

[磁力链接] 添加时间:2022-03-29 大小:5.1 GB 最近下载:2022-05-03 热度:8

[FreeCourseSite.com] Udemy - The R Programming For Data Science A-Z Complete Diploma 2021

15. Module 14 Statistics and Data analysis/2. Statistics 2.mp4 77.6 MB
3. Module 2 Numbers and Math/3. Math operations.mp4 65.3 MB
3. Module 2 Numbers and Math/2. Type conversion.mp4 58.5 MB
3. Module 2 Numbers and Math/1. Type of numbers.mp4 54.7 MB
8. Module 7 DS - Matrices/4. DS - Matrices 4.mp4 52.6 MB
14. Module 13 Functional Programming/5. Functions 5.mp4 48.4 MB
16. Module 15 Data Visualization and Graphics/10. Pie Charts 3.mp4 40.5 MB
14. Module 13 Functional Programming/3. Functions 3.mp4 40.4 MB
6. Module 5 DS - Vectors/5. DS -Vectors 5.mp4 38.7 MB
10. Module 9 DS - Data Frame/4. DS - Data Frame 4.mp4 38.1 MB
11. Module 10 DS - Factors/2. DS - Factors 2.mp4 37.1 MB
1. Module 0 Introduction/3. Downloading and Installing the RStudio IDE.mp4 35.4 MB
13. Module 12 Repetition/6. For loop 3.mp4 35.1 MB
8. Module 7 DS - Matrices/3. DS - Matrices 3.mp4 34.8 MB
7. Module 6 DS - Lists/4. DS - Lists 4.mp4 34.4 MB
7. Module 6 DS - Lists/3. DS - Lists 3.mp4 32.6 MB
15. Module 14 Statistics and Data analysis/3. Statistics 3.mp4 31.7 MB
1. Module 0 Introduction/2. Downloading and Installing R.mp4 30.6 MB
15. Module 14 Statistics and Data analysis/4. Statistics 4.mp4 30.6 MB
6. Module 5 DS - Vectors/4. DS -Vectors 4.mp4 28.9 MB

[磁力链接] 添加时间:2022-03-29 大小:2.1 GB 最近下载:2025-09-02 热度:612

365 Data Science - Advanced Statistical Methods in Python [CoursesGhar]

4. Linear Regression - Practical Example/1. Practical Example (Part 1).mp4 88.9 MB
7. K-Means Clustering/10. How is Clustering Useful.mp4 72.6 MB
6. Cluster Analysis (Basics and Prerequisites)/2. Some Examples of Clusters.mp4 69.5 MB
3. Linear Regression with sklearn/1. What is sklearn.mp4 60.7 MB
5. Logistic Regression/3. Logistic vs Logit Function.mp4 58.7 MB
4. Linear Regression - Practical Example/5. Practical Example (Part 5).mp4 56.8 MB
1. Linear regression/3. The Linear Regression Model.mp4 51.9 MB
7. K-Means Clustering/9. Market Segmentation with Cluster Analysis (Part 2).mp4 49.4 MB
4. Linear Regression - Practical Example/4. Practical Example (Part 4).mp4 45.2 MB
2. Multiple Linear Regression/10. Dealing with Categorical Data - Dummy Variables.mp4 44.8 MB
7. K-Means Clustering/4. How to Choose the Number of Clusters.mp4 42.8 MB
7. K-Means Clustering/2. A Simple Example of Clustering.mp4 41.6 MB
1. Linear regression/12. R-Squared.mp4 41.2 MB
2. Multiple Linear Regression/2. Adjusted R-Squared.mp4 39.6 MB
8. Other Types of Clustering/2. Dendrogram.mp4 38.2 MB
4. Linear Regression - Practical Example/2. Practical Example (Part 2).mp4 38.1 MB
7. K-Means Clustering/6. To Standardize or to not Standardize.mp4 37.7 MB
3. Linear Regression with sklearn/13. Training and Testing.mp4 37.5 MB
6. Cluster Analysis (Basics and Prerequisites)/1. Introduction to Cluster Analysis.mp4 36.9 MB
1. Linear regression/1. Welcome to Advanced Statistics!.mp4 36.8 MB

[磁力链接] 添加时间:2022-03-29 大小:2.1 GB 最近下载:2025-10-02 热度:938

[FreeAllCourse.Com] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science

1. Welcome to the course!/6.1 Machine_Learning_A-Z_New.zip.zip 239.5 MB
36. Kernel PCA/3. Kernel PCA in R.mp4 59.3 MB
1. Welcome to the course!/7. Updates on Udemy Reviews.mp4 55.5 MB
39. XGBoost/5. THANK YOU bonus video.mp4 54.8 MB
12. Logistic Regression/13. Logistic Regression in R - Step 5.mp4 54.2 MB
35. Linear Discriminant Analysis (LDA)/4. LDA in R.mp4 53.8 MB
17. Decision Tree Classification/4. Decision Tree Classification in R.mp4 53.7 MB
18. Random Forest Classification/4. Random Forest Classification in R.mp4 51.8 MB
31. Artificial Neural Networks/13. ANN in Python - Step 2.mp4 50.4 MB
39. XGBoost/4. XGBoost in R.mp4 49.6 MB
27. Upper Confidence Bound (UCB)/10. Upper Confidence Bound in R - Step 3.srt 49.5 MB
27. Upper Confidence Bound (UCB)/10. Upper Confidence Bound in R - Step 3.mp4 49.5 MB
18. Random Forest Classification/3. Random Forest Classification in Python.mp4 49.4 MB
32. Convolutional Neural Networks/20. CNN in Python - Step 9.mp4 49.1 MB
7. Support Vector Regression (SVR)/2. SVR Intuition.mp4 48.9 MB
7. Support Vector Regression (SVR)/3. SVR in Python.mp4 48.4 MB
35. Linear Discriminant Analysis (LDA)/3. LDA in Python.mp4 47.6 MB
8. Decision Tree Regression/4. Decision Tree Regression in R.mp4 46.5 MB
16. Naive Bayes/1. Bayes Theorem.mp4 46.0 MB
24. Apriori/5. Apriori in R - Step 3.mp4 46.0 MB

[磁力链接] 添加时间:2022-03-29 大小:6.5 GB 最近下载:2024-06-23 热度:17

365 Data Science - Statistics [CoursesGhar]

3. Practical Example - Descriptive Statistics [CoursesGhar.Com]/1. Practical Example - Descriptive Statistics.mp4 129.0 MB
7. Hypothesis testing [CoursesGhar.Com]/2. Rejection region and significance level.mp4 111.5 MB
7. Hypothesis testing [CoursesGhar.Com]/1. Null vs Alternative.mp4 91.4 MB
7. Hypothesis testing [CoursesGhar.Com]/5. p-value.mp4 86.8 MB
2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/1. Types of data.mp4 84.3 MB
4. Inferential Statistics Fundamentals [CoursesGhar.Com]/5. Central limit theorem.mp4 74.0 MB
1. Introduction [CoursesGhar.Com]/2. Population vs sample.mp4 72.9 MB
6. Practical Example - Confidence Intervals [CoursesGhar.Com]/1. Practical Example - Confidence Intervals.mp4 72.5 MB
4. Inferential Statistics Fundamentals [CoursesGhar.Com]/2. What is a distribution.mp4 67.4 MB
4. Inferential Statistics Fundamentals [CoursesGhar.Com]/7. Estimators and estimates.mp4 63.8 MB
5. Confidence Intervals [CoursesGhar.Com]/2. Population variance known, z-score.mp4 63.5 MB
5. Confidence Intervals [CoursesGhar.Com]/1. Definition of confidence intervals.mp4 60.1 MB
5. Confidence Intervals [CoursesGhar.Com]/7. Confidence intervals. Two means. Dependent samples.mp4 59.8 MB
8. Practical Example - Hypothesis testing [CoursesGhar.Com]/1. Practical Example - Hypothesis Testing.mp4 55.5 MB
5. Confidence Intervals [CoursesGhar.Com]/3. Confidence Interval Clarifications.mp4 54.7 MB
2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/2. Levels of measurement.mp4 54.4 MB
2. Descriptive Statistics Fundamentals [CoursesGhar.Com]/9. Variance.mp4 46.6 MB
7. Hypothesis testing [CoursesGhar.Com]/4. Test for the mean. Population variance known.mp4 45.6 MB
7. Hypothesis testing [CoursesGhar.Com]/7. Test for the mean. Dependent samples.mp4 43.3 MB
7. Hypothesis testing [CoursesGhar.Com]/3. Type I error vs type II error.mp4 40.6 MB

[磁力链接] 添加时间:2022-03-28 大小:2.0 GB 最近下载:2025-09-30 热度:1039

Web Scraping APIs for Data Science 2021 PostgreSQL+Excel

[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/02 Fundamentals & Project # 1 - Beginner Level/002 Fundamentals & Project # 1 (Part 1_2).mp4 241.9 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/03 Project # 2 - Intermediate Level/004 Extract Data from Multiple Pages + Excel.mp4 198.7 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/04 Project # 3 - BONUS SECTION -Infinite Scroll Website - Intemediate Level/001 Project Overview & Requests.mp4 193.8 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/04 Project # 3 - BONUS SECTION -Infinite Scroll Website - Intemediate Level/004 Extract Data from 10 Pages.mp4 147.2 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/04 Project # 3 - BONUS SECTION -Infinite Scroll Website - Intemediate Level/002 Find your Data.mp4 144.0 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/04 Project # 3 - BONUS SECTION -Infinite Scroll Website - Intemediate Level/003 Extract Data from One Page.mp4 136.2 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/03 Project # 2 - Intermediate Level/001 Project Overview & Understanding the website's API.mp4 127.8 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/03 Project # 2 - Intermediate Level/003 Extract Data from Single Page.mp4 125.5 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/02 Fundamentals & Project # 1 - Beginner Level/003 Fundamentals & Project # 1 (Part 2_2).mp4 124.9 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/05 Project #4 - Advanced Level Project + PostgreSQL/002 New York Data - Set Up & Python Request.mp4 110.3 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/05 Project #4 - Advanced Level Project + PostgreSQL/005 New York Data - Extract 5000 results.mp4 104.1 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/05 Project #4 - Advanced Level Project + PostgreSQL/006 San Francisco Data - Extract 5000 results.mp4 99.8 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/03 Project # 2 - Intermediate Level/002 Find the necessary Data.mp4 95.6 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/05 Project #4 - Advanced Level Project + PostgreSQL/009 Connect Jupyter Notebook with PostgreSQL & Run SQL - Commands.mp4 90.1 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/05 Project #4 - Advanced Level Project + PostgreSQL/003 New York Data - Find your Data.mp4 72.7 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/05 Project #4 - Advanced Level Project + PostgreSQL/004 New York Data - Extract Data from One Page.mp4 61.4 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/01 Introduction/001 Course Overview & Introduction.mp4 51.9 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/05 Project #4 - Advanced Level Project + PostgreSQL/007 Combine Dataframes & Excel.mp4 47.9 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/02 Fundamentals & Project # 1 - Beginner Level/001 Install necessary libraries.mp4 35.6 MB
[TutsNode.com] - Web Scraping APIs for Data Science 2021 PostgreSQL+Excel/05 Project #4 - Advanced Level Project + PostgreSQL/008 Install PostgreSQL.mp4 34.5 MB

[磁力链接] 添加时间:2022-03-27 大小:2.3 GB 最近下载:2025-10-03 热度:6834