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【压缩文件】 [ FreeCourseWeb.com ] Lynda - R for Data Science- Lunchbreak Lessons (Updated 4-17-2019).rar

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【影视】 The Data Science Course 2020 Complete Data Science Bootcamp

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16. Statistics - Practical Example Descriptive Statistics/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. The Field of Data Science - Connecting the Data Science Disciplines/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. The Field of Data Science - The Various Data Science Disciplines/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 108.6 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 104.2 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
20. Statistics - Hypothesis Testing/1. Null vs Alternative Hypothesis.mp4 96.5 MB
12. Probability - Distributions/3. Types of Probability Distributions.mp4 96.0 MB

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【影视】 [Tutorialsplanet.NET] Udemy - Python for Data Science & Machine Learning from A-Z

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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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【影视】 [FreeCourseSite.com] Udemy - Data Analysis with Pandas and Python

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01 - Installation and Setup/001 Introduction to Data Analysis with Pandas and Python.mp4 131.4 MB
05 - DataFrames II_ Filtering Data/002 Filter a DataFrame Based on A Condition.mp4 86.3 MB
05 - DataFrames II_ Filtering Data/001 This Module's Dataset + Memory Optimization.mp4 78.9 MB
10 - Merging, Joining, and Concatenating DataFrames/007 Left Joins.mp4 66.2 MB
11 - Working with Dates and Times in Datasets/006 Create Range of Dates with the pd.date_range() Method, Part 1.mp4 65.3 MB
09 - The GroupBy Object/002 First Operations with groupby Object.mp4 64.6 MB
04 - DataFrames I_ Introduction/014 Convert DataFrame Column Types with the astype Method.mp4 63.7 MB
10 - Merging, Joining, and Concatenating DataFrames/006 Outer Joins.mp4 62.5 MB
01 - Installation and Setup/007 macOS - Create conda Environment and Install pandas and Jupyter Notebook.mp4 62.1 MB
06 - DataFrames III_ Data Extraction/008 Rename Index Labels or Columns in a DataFrame.mp4 60.9 MB
11 - Working with Dates and Times in Datasets/007 Create Range of Dates with the pd.date_range() Method, Part 2.mp4 59.0 MB
10 - Merging, Joining, and Concatenating DataFrames/009 Merging by Indexes with the left_index and right_index Parameters.mp4 56.6 MB
05 - DataFrames II_ Filtering Data/008 Check for Duplicate DataFrame Rows with the duplicated Method.mp4 56.3 MB
01 - Installation and Setup/008 macOS - Unpack Course Materials + The Start and Shutdown Process.mp4 54.5 MB
01 - Installation and Setup/006 macOS - Access the Terminal Application.mp4 54.3 MB
11 - Working with Dates and Times in Datasets/005 The pd.to_datetime() Method.mp4 52.4 MB
04 - DataFrames I_ Introduction/001 Intro to DataFrames I Module.mp4 52.2 MB
10 - Merging, Joining, and Concatenating DataFrames/008 The left_on and right_on Parameters.mp4 50.9 MB
07 - Working with Text Data/002 Common String Methods - lower, upper, title, and len.mp4 50.2 MB
08 - MultiIndex/015 Use the pd.melt method to create a narrow dataset from a wide one.mp4 50.1 MB

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【影视】 [project-gxs] Red Data Girl [10bit BD 720p]

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【其他】 Auto Data 3

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Setup.dat 209.7 MB
Auto Data 3.exe 12.6 MB
Auto Data 3.txt 22 Bytes

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【影视】 Alteryx Masterclass for Data Analytics, ETL and Reporting

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13 Merging tables to create a datamart/001 The Joining Tool - Adding customer and Product data to Sales table.mp4 152.9 MB
08 Data Cleansing and improving data quality/003 Autofield and Select Tool - For controlling Field order and data type.mp4 83.5 MB
11 Data Preparation/001 Multifield binning and Tile Tool - To create customer age categories.mp4 83.5 MB
15 Creating a report in Alteryx/010 Email Tool - Sending email with Alteryx.mp4 82.6 MB
15 Creating a report in Alteryx/003 Interactive Chart tool - Line chart to show Sales trend.mp4 81.6 MB
16 Scheduling a workflow in Alteryx/001 Schedule and Automate Alteryx workflow.mp4 77.1 MB
09 Merging Sales and Product data/003 Select and union - Merging Sales data.mp4 77.1 MB
14 Performing Analytics_ Transformation on Datamart/002 Running Total Tool.mp4 73.9 MB
05 Extracting from an SQL table/002 Installing and setting up PostgreSQL.mp4 61.5 MB
11 Data Preparation/005 Multifield Formula tool - Converting multiple currency fields.mp4 59.3 MB
05 Extracting from an SQL table/003 Creating Sales table in SQL.mp4 58.0 MB
15 Creating a report in Alteryx/004 Table Tool - Formatting the Pivot table.mp4 55.2 MB
11 Data Preparation/006 Filtering and Sorting - Positive number of days.mp4 54.8 MB
14 Performing Analytics_ Transformation on Datamart/004 Transpose Tool - the opposite of Cross Tab tool.mp4 53.8 MB
11 Data Preparation/003 Formula Tool - Conditional Formula for giving category titles.mp4 52.8 MB
13 Merging tables to create a datamart/002 Extracting more info from the Date values.mp4 52.7 MB
03 DATA EXTRACTION_ Extracting tabular data/006 Importing Data from multiple files in a folder.mp4 52.1 MB
15 Creating a report in Alteryx/006 Visual Layout tool - Arranging charts, text and tables in a report.mp4 51.4 MB
08 Data Cleansing and improving data quality/002 Data Cleaning Tool.mp4 51.1 MB
05 Extracting from an SQL table/004 Extracting from an SQL table.mp4 51.0 MB

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【影视】 [ FreeCourseWeb.com ] Complete Guide to Differential Equations Foundations for Data Science

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~Get Your Files Here !/06 - 5. Higher Order Differential Equations/05 - Reduction of order with higher order equations.mp4 33.5 MB
~Get Your Files Here !/08 - 7. Systems/07 - Linear nonhomogeneous systems of first order differential equations.mp4 29.4 MB
~Get Your Files Here !/01 - Introduction/03 - Linear algebra review.mp4 27.5 MB
~Get Your Files Here !/08 - 7. Systems/05 - Complex eigenvalues.mp4 27.4 MB
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~Get Your Files Here !/06 - 5. Higher Order Differential Equations/04 - Various roots.mp4 25.6 MB
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~Get Your Files Here !/05 - 4. Second Order Differential Equations/11 - Undetermined coefficients.mp4 23.0 MB
~Get Your Files Here !/13 - 12. Partial Differential Equations/06 - Schrödinger equation.mp4 22.8 MB
~Get Your Files Here !/03 - 2. First Order Differential Equations/05 - Exact differential equations.mp4 22.2 MB
~Get Your Files Here !/05 - 4. Second Order Differential Equations/06 - Complex roots.mp4 22.2 MB
~Get Your Files Here !/08 - 7. Systems/06 - Identical real eigenvalues.mp4 21.8 MB
~Get Your Files Here !/13 - 12. Partial Differential Equations/03 - Diffusion equation.mp4 21.6 MB
~Get Your Files Here !/06 - 5. Higher Order Differential Equations/08 - Variation of parameters with higher order Equations.mp4 20.7 MB
~Get Your Files Here !/08 - 7. Systems/04 - Real and distinct eigenvalues.mp4 19.2 MB
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【音乐】 E. C. Tubb - (Dumarest of Terra #22) The Terra Data

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【影视】 [FreeCourseSite.com] Udemy - Master the Coding Interview Data Structures + Algorithms

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Lesson 42. Exercise Interview Question 2.mp4 243.4 MB
Lesson 52. Optional Classes In Javascript.mp4 226.8 MB
Lesson 47. How Computers Store Data.mp4 214.8 MB
Lesson 7. What If I Don't Have Enough Experience.mp4 212.7 MB
Lesson 41. Exercise Interview Question.mp4 208.2 MB
Lesson 5. Exercise Resume Walkthrough.mp4 203.4 MB
Lesson 178. Negotiation 101.mp4 177.0 MB
Lesson 94. Optional How Javascript Works.mp4 173.4 MB
Lesson 179. Handling An Offer.mp4 165.9 MB
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Lesson 173. Secret Weapon.mp4 149.0 MB
Lesson 181. Getting A Raise.mp4 139.4 MB
Lesson 180. Handling Multiple Offers.mp4 136.5 MB
Lesson 65. Solution Implement A Hash Table.mp4 128.7 MB
Lesson 152. Quick Sort.mp4 125.8 MB
Lesson 10. Email.mp4 121.7 MB
Lesson 53. Implementing An Array.mp4 119.1 MB
Lesson 81. Solution insert().mp4 112.0 MB
Lesson 140. Sorting Introduction.mp4 111.9 MB
Lesson 61. Hash Function.mp4 111.3 MB

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【影视】 [FreeCourseSite.com] Udemy - Data Science Masterclass With R! 4 Projects+8 Case Studies

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16. SUPERVISED LEARNING REGRESSION/5. Linear Regression 5.mp4 259.5 MB
18. Logistic Regression/7. Telecom Churn Case Study.mp4 259.4 MB
30. Capstone Project - Big Mart Sell/5. Big Mart Sale - Pre-Processing.mp4 246.5 MB
16. SUPERVISED LEARNING REGRESSION/3. Linear Regression 3.mp4 244.4 MB
3. Course Curriculum Overview/1. What We are Going to Discuss Over the Course.vtt 229.3 MB
3. Course Curriculum Overview/1. What We are Going to Discuss Over the Course.mp4 229.2 MB
24. Capstone Project - Titanic Survival/9. Capstone Project - Decision Tree.mp4 216.2 MB
29. Association Rule Mining/4. Association Rule Mining - Case Study.mp4 214.0 MB
30. Capstone Project - Big Mart Sell/6. Big Mart Sale - Model Building & Evaluation.mp4 210.8 MB
31. Model Deployment/3. Model Deployment - Steps To Follow.mp4 209.1 MB
24. Capstone Project - Titanic Survival/7. Capstone Project - Logistics Regression.mp4 202.9 MB
8. Data Manipulation/4. Data Manipulation - mutate.mp4 195.3 MB
8. Data Manipulation/5. Data Manipulation - filter.mp4 195.2 MB
28. Principal Component Analysis (PCA)/2. PCA - R Code Implementation.mp4 190.7 MB
16. SUPERVISED LEARNING REGRESSION/4. Linear Regression 4.mp4 188.1 MB
19. K-NN/4. K-NN Case Study.mp4 186.2 MB
25. K-Mean Clustering/3. K-Mean Clustering R Code Implementation.mp4 182.5 MB
28. Principal Component Analysis (PCA)/3. PCA - Case Study.mp4 180.1 MB
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26. Hierarchical Clustering/2. Hierarchical Clustering R Code Implementation.mp4 176.6 MB

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