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【影视】 [FreeCourseSite.com] Udemy - Manage Finance Data with Python & Pandas Unique Masterclass

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19. Appendix 1 Python Crash Course (optional)/7. Data Types Lists (Part 2).mp4 140.9 MB
19. Appendix 1 Python Crash Course (optional)/17. Visualization with Matplotlib.mp4 130.3 MB
8. Time Series Data in Pandas Introduction/5. Creating a customized DatetimeIndex with pd.date_range().mp4 120.3 MB
3. Pandas Basics/5. Coding Exercise 0 Coding the Video Lectures.mp4 118.9 MB
5. Data Visualization with Matplotlib and Seaborn/3. Customization of Plots.mp4 108.1 MB
10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/21. Coding Exercise 13 (Solution).mp4 101.3 MB
3. Pandas Basics/17. Slicing Rows and Columns with loc (label-based indexing).mp4 95.9 MB
12. Create, Analyze and Optimize Financial Portfolios/12. Coding Exercise 15 (Solution).mp4 92.8 MB
6. Pandas Advanced Topics/8. Adding new Rows to a DataFrame.mp4 92.3 MB
13. Modern Portfolio Theory & Asset Pricing (CAPM, Beta, Alpha, SLM & Risk divers.)/4. The Portfolio Diversification Effect.mp4 90.7 MB
1. Getting Started/5. Installation of Anaconda.mp4 90.4 MB
19. Appendix 1 Python Crash Course (optional)/10. Conditional Statements (if, elif, else, while).mp4 90.2 MB
8. Time Series Data in Pandas Introduction/9. Downsampling Time Series with resample() (Part 1).mp4 89.7 MB
5. Data Visualization with Matplotlib and Seaborn/8. Categorical Seaborn Plots.mp4 89.3 MB
20. Appendix 2 Numpy Crash Course (optional)/11. Visualization and (Linear) Regression.mp4 88.6 MB
4. Pandas Intermediate Topics/35. Coding Exercise 6 (Solution).mp4 88.0 MB
10. Financial Data - Advanced Techniques (Rolling Statistics & Reporting)/2. Importing Financial Data from Excel.mp4 84.6 MB
5. Data Visualization with Matplotlib and Seaborn/9. Seaborn Regression Plots.mp4 83.3 MB
6. Pandas Advanced Topics/18. stack() and unstack().mp4 82.6 MB
17. ---------- PART 4 ADVANCED TOPICS ----------------/2. Filling NA Values with bfill, ffill and interpolation.mp4 82.3 MB

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【影视】 [GigaCourse.com] Udemy - 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 108.5 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
20. Statistics - Hypothesis Testing/1. Null vs Alternative Hypothesis.mp4 96.5 MB
5. The Field of Data Science - Popular Data Science Techniques/7. Business Intelligence (BI) Techniques.mp4 94.3 MB

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【影视】 [OTUS] Data Engineer (2019)

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06. Инструменты выгрузки данных из сторонних систем -1/06.mp4 455.3 MB
04. Дистрибутивы Cloudera и Hortonworks/04.mp4 419.7 MB
12. Хранилища NoSQL. Назначение и особенности/12.mp4 401.5 MB
16. Apache Spark - 1/16.mp4 326.1 MB
05. Распределенные файловые системы/05.mp4 297.8 MB
10. DHW. Хранилища данных - 1/10.mp4 287.3 MB
21. Оркестрация/21.mp4 270.7 MB
03. Облачные платформы. GCP, AWS, Azure/03.mp4 260.7 MB
20. Обучение моделей. ML/20.mp4 259.0 MB
23. Мониторинг/23.mp4 252.3 MB
17. Apache Spark - 2/17.mp4 240.2 MB
13. SQL-доступ к данным. Apache Hive/13.mp4 236.7 MB
19. Доступ к данным, ноутбуки. Explore and visualize/19.mp4 219.3 MB
18. Spark Streaming/18.mp4 207.4 MB
14. Confluent Platform/14.mp4 205.8 MB
11. DHW. Хранилища данных - 2/11.mp4 196.3 MB
01. Инженер Данных. Задачи, навыки, инструменты/01.mp4 188.1 MB
24. Data Quality. Контроль качества данных, мастер данные. Troubleshooting/24.mp4 180.2 MB
25. Case studies. Кейсы компаний/25.mp4 176.1 MB
07. Инструменты выгрузки данных из сторонних систем - 2/07.mp4 149.2 MB

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【影视】 [DesireCourse.Net] Udemy - Data Science A-Z™ Real-Life Data Science Exercises Included

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26. Presenting for Data Scientists/4. Intro dissection - recap.mp4 358.6 MB
20. Handling errors during ETL (Phases 1 & 2)/12. How to analyze the error files.mp4 344.8 MB
27. Homework Solutions/3. ETL Error Handling (Phases 1 and 2).mp4 342.2 MB
27. Homework Solutions/4. ETL Error Handling Vehicle Service Project (Part 1 of 3).mp4 301.9 MB
20. Handling errors during ETL (Phases 1 & 2)/8. SSIS Error Data truncation.mp4 280.5 MB
20. Handling errors during ETL (Phases 1 & 2)/6. What do you do when your source file is corrupt (Part 1).mp4 269.7 MB
27. Homework Solutions/6. ETL Error Handling Vehicle Service Project (Part 3 of 3).mp4 242.6 MB
26. Presenting for Data Scientists/5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.mp4 241.7 MB
13. Assessing your model/4. How to build a CAP curve in Excel.mp4 223.4 MB
22. ETL Phase 3 Data Wrangling after the load/11. Create the proc for the second file.mp4 217.0 MB
23. Handling errors during ETL (Phase 3)/3. Upload the data to RAW table.mp4 207.4 MB
26. Presenting for Data Scientists/7. How to present to executives.mp4 207.1 MB
25. Working with people/6. The art of saying No.mp4 205.9 MB
22. ETL Phase 3 Data Wrangling after the load/16. What you can do with these tables going forward [drv files etc.].mp4 199.0 MB
10. Multiple Linear Regression/8. Backward Elimination - Practice time.mp4 196.0 MB
25. Working with people/8. Building a data culture.mp4 194.2 MB
26. Presenting for Data Scientists/10. Bonus my full presentation LIVE 2015.mp4 188.3 MB
27. Homework Solutions/5. ETL Error Handling Vehicle Service Project (Part 2 of 3).mp4 181.9 MB
12. Building a robust geodemographic segmentation model/5. Let's build the model - backward elimination STEP-BY-STEP.mp4 179.7 MB
10. Multiple Linear Regression/10. Interpreting coefficients of MLR.mp4 176.9 MB

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【影视】 [FreeCourseSite.com] Udemy - Tableau 20 Advanced Training Master Tableau in Data Science

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3. Advanced Table Calculations/11. Trendlines for Power-Insights.mp4 157.1 MB
6. Level Of Detail Calculations (LOD)/8. LOD Type 2 EXCLUDE (Part 1).mp4 149.3 MB
6. Level Of Detail Calculations (LOD)/9. LOD Type 2 EXCLUDE (Part 2).mp4 145.3 MB
4. Advanced Data Prep + Analytics In Tableau/5. Working with Large Data Sources.mp4 144.7 MB
3. Advanced Table Calculations/8. Writing your own Table Calculations.mp4 144.4 MB
3. Advanced Table Calculations/10. Quality Assurance For Table Calculations.mp4 143.2 MB
6. Level Of Detail Calculations (LOD)/6. LOD Type 1 INCLUDE.mp4 142.3 MB
7. Advanced Mapping Techniques/8. Customizing maps with Mapbox.mp4 141.6 MB
2. Groups and Sets/10. Dashboard Tricks.mp4 141.5 MB
3. Advanced Table Calculations/12. Creating a Storyline.mp4 129.7 MB
3. Advanced Table Calculations/7. Specifying Direction of Computation.mp4 119.4 MB
6. Level Of Detail Calculations (LOD)/11. LOD Type 3 FIXED.mp4 115.2 MB
4. Advanced Data Prep + Analytics In Tableau/11. Advanced Timeseries Blending.mp4 114.3 MB
4. Advanced Data Prep + Analytics In Tableau/7. What Does Real World Retail Look Like.mp4 112.1 MB
6. Level Of Detail Calculations (LOD)/5. LOD Calculations Intuition.mp4 109.8 MB
3. Advanced Table Calculations/5. Creating Advanced Table Calculations.mp4 99.8 MB
3. Advanced Table Calculations/6. Saving a Quick Table Calculation.mp4 99.5 MB
2. Groups and Sets/9. Dashboard The Startup Quadrant.mp4 93.9 MB
3. Advanced Table Calculations/9. Adding a Second Layer Moving Average.mp4 90.7 MB
4. Advanced Data Prep + Analytics In Tableau/13. Forecasting in Tableau.mp4 88.2 MB

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【影视】 [FreeCoursesOnline.Me] Edureka - Python Certification Training for Data Science [FCO]

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01 - Introduction to Python.mp4 457.6 MB
14 - Model Selection And Boosting.mp4 246.3 MB
03 - DEEP DIVE – FUNCTIONS OOPS MODULES ERRORS AND EXCEPTIONS.mp4 243.9 MB
06 - Introduction to Machine Learning With Python.mp4 220.5 MB
07 - Supervised Learning - 1.mp4 219.5 MB
04 - INTRODUCTION TO NUMPY PANDAS AND MATPLOTLIB.mp4 204.1 MB
09 - Supervised Learning - II.mp4 170.9 MB
08 - Dimensionality Reduction.mp4 150.1 MB
10 - Unsupervised Learning.mp4 136.6 MB
11 - Association Rules Mining And Recommendation Systems.mp4 136.2 MB
13 - Time Series Analysis.mp4 127.6 MB
02 - Sequences and File Operations.mp4 124.8 MB
12 - Reinforcement Learning.mp4 115.1 MB
05 - Data Manipulation.mp4 105.2 MB
FreeCoursesOnline.Me.html 110.9 kB
FreeTutorials.Eu.html 104.7 kB
Discuss.FreeTutorials.Eu.html 32.1 kB
[TGx]Downloaded from torrentgalaxy.org.txt 524 Bytes
How you can help Team-FTU.txt 259 Bytes
Torrent Downloaded From GloDls.to.txt 84 Bytes

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【影视】 [GigaCourse.com] Udemy - Python for Finance Investment Fundamentals & Data Analytics

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10 Advanced Python tools/055 Importing and Organizing Data in Python part II.A.mp4 69.8 MB
03 Python Variables and Data Types/012 Strings.mp4 60.4 MB
02 Introduction to programming with Python/006 Installing Python and Jupyter.mp4 56.4 MB
06 Conditional Statements/024 Else if for Brief ELIF.mp4 55.8 MB
08 Python Sequences/037 Dictionaries.mp4 43.8 MB
10 Advanced Python tools/052 Sources of Financial Data.mp4 40.6 MB
07 Python Functions/027 Creating a Function with a Parameter.mp4 40.0 MB
08 Python Sequences/033 Lists.mp4 39.5 MB
08 Python Sequences/034 Using Methods.mp4 39.3 MB
10 Advanced Python tools/056 Importing and Organizing Data in Python part II.B.mp4 38.6 MB
09 Using Iterations in Python/043 Iterating over Dictionaries.mp4 31.1 MB
08 Python Sequences/036 Tuples.mp4 30.9 MB
09 Using Iterations in Python/039 While Loops and Incrementing.mp4 29.9 MB
09 Using Iterations in Python/041 Use Conditional Statements and Loops Together.mp4 29.1 MB
03 Python Variables and Data Types/010 Variables.mp4 27.9 MB
09 Using Iterations in Python/040 Create Lists with the range() Function.mp4 27.0 MB
07 Python Functions/028 Another Way to Define a Function.mp4 26.5 MB
10 Advanced Python tools/054 Importing and Organizing Data in Python part I.mp4 25.2 MB
09 Using Iterations in Python/038 For Loops.mp4 24.7 MB
06 Conditional Statements/023 Add an ELSE statement.mp4 24.4 MB

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【影视】 Pluralsight - Cisco Data Center Core- Applying Network, Compute, and Storage Security by Sean Douglas

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1. Examining Network Security/2. Examining AAA on NX OS.mp4 16.3 MB
2. Examining UCS Security/1. Examining UCS User Accounts and RBAC.mp4 12.8 MB
1. Examining Network Security/1. Examining User Accounts and RBAC.mp4 12.7 MB
4. Examining Data Center Management, Maintenance, and Operations/5. Examining SPAN for the Nexus Switches.mp4 11.6 MB
5. Examining Cisco Hyperflex/3. Examining Cisco HyperFlex Data Optimization.mp4 10.9 MB
3. Examining Storage Component Security/3. Examining Fibre Channel Port Security.mp4 10.3 MB
1. Examining Network Security/6. Examining Control Plane Policing.mp4 10.2 MB
2. Examining UCS Security/4. Demo- Configuring UCS to Authenticate Users via LDAP.mp4 9.9 MB
3. Examining Storage Component Security/2. Examining AAA Used with the MDS 9000 Switch.mp4 9.7 MB
5. Examining Cisco Hyperflex/2. Examining Cisco HyperFlex HXDP Series Nodes.mp4 9.6 MB
1. Examining Network Security/4. Examining Port Security.mp4 9.6 MB
5. Examining Cisco Hyperflex/1. Examining Cisco Hyperconverged Systems.mp4 9.3 MB
cisco-data-center-core-applying-network-compute-storage-security.zip 9.2 MB
3. Examining Storage Component Security/1. Examining User Accounts and RBAC on MDS 9000 Switches.mp4 8.8 MB
4. Examining Data Center Management, Maintenance, and Operations/4. Examining SMNP for the Nexus Switches.mp4 8.5 MB
1. Examining Network Security/5. Examining Media Access Control Security.mp4 8.4 MB
1. Examining Network Security/3. Examining SSH and Keychain Authentication.mp4 8.0 MB
4. Examining Data Center Management, Maintenance, and Operations/2. Examining System Checkpoints and Rollbacks.mp4 7.4 MB
3. Examining Storage Component Security/4. Examining FC Port Security Configuration.mp4 7.4 MB
4. Examining Data Center Management, Maintenance, and Operations/3. Examining Syslog for Nexus Switches.mp4 7.2 MB

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【影视】 [FreeCourseSite.com] Udemy - Python A-Z™ Python For Data Science With Real Exercises!

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6. Advanced Visualization/10. BONUS Building Dashboards in Python.mp4 111.1 MB
6. Advanced Visualization/11. BONUS Styling Tips.mp4 95.1 MB
5. Data Frames/6. Filtering a Data Frame.mp4 92.4 MB
5. Data Frames/4. Subsetting dataframes in Pandas.mp4 75.7 MB
4. Matrices/3. Building Your First Matrix.mp4 74.6 MB
4. Matrices/4. Dictionaries in Python.mp4 73.5 MB
6. Advanced Visualization/12. BONUS Finishing Touches.mp4 69.0 MB
6. Advanced Visualization/4. Stacked histograms in Python.mp4 60.3 MB
5. Data Frames/10. Keyword Arguments in Python (advanced tutorial).mp4 59.6 MB
4. Matrices/9. Advanced Function Design.mp4 59.5 MB
7. Homework Solutions/9. THANK YOU bonus video.mp4 54.8 MB
6. Advanced Visualization/8. Creating a Facet Grid.mp4 54.3 MB
7. Homework Solutions/4. Homework Solution Section 4 Basketball Free Throws.mp4 54.0 MB
6. Advanced Visualization/6. Working with Subplots().mp4 52.3 MB
4. Matrices/8. Creating Your First Function.mp4 50.9 MB
5. Data Frames/8. Introduction to Seaborn.mp4 49.1 MB
5. Data Frames/7. Using .at() and .iat() (advanced tutorial).mp4 46.0 MB
5. Data Frames/5. Basic operations with a Data Frame.mp4 44.5 MB
4. Matrices/10. Basketball Insights.mp4 43.5 MB
5. Data Frames/9. Visualizing With Seaborn Part 1.mp4 42.9 MB

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【影视】 [FreeCourseLab.com] Udemy - SQL for Newbs Data Analysis for Beginners

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5. Appendix A Alternative Installation/2. Getting Set Up (Installation) - Mac Version.mp4 101.5 MB
1. Welcome!/1. Introduction to the Course and Your Instructors.mp4 68.4 MB
2. Intro to MySQL/3. Da SQL Basics Skeleton of a Query.mp4 35.7 MB
3. Basic Queries/10. Arithmetic & Order By.mp4 34.2 MB
4. BONUS Lectures/3. Whatza Cohort Analysis and why's it sooo KEWL.mp4 31.9 MB
4. BONUS Lectures/2. [Brainbuster] BONUS JOINs.mp4 27.9 MB
2. Intro to MySQL/1. What the heck is a relational database.mp4 27.3 MB
4. BONUS Lectures/4. Cohort Analysis Query - Time to get FANCY.mp4 26.5 MB
4. BONUS Lectures/1. BONUS JOINs.mp4 25.9 MB
3. Basic Queries/1. COUNT() and GROUP BY.mp4 22.1 MB
5. Appendix A Alternative Installation/3. Getting Set Up (Installation) - Windows 32-bit Version.mp4 21.8 MB
3. Basic Queries/12. LEFT(), MIN() AND MAX().mp4 18.5 MB
3. Basic Queries/5. Connecting Tables.mp4 17.8 MB
2. Intro to MySQL/5. [Brainbuster] Build Your First Query!.mp4 16.7 MB
3. Basic Queries/8. [Brainbuster] Finding your best selling products (Rental Count by Movie).mp4 16.7 MB
3. Basic Queries/7. [Brainbuster] Connect Tables.mp4 15.0 MB
3. Basic Queries/11. [Brainbuster] Finding Your Top-Performing Store.mp4 13.4 MB
3. Basic Queries/4. [Brainbuster] Organize movies by rating!.mp4 13.1 MB
3. Basic Queries/15. DISTINCT.mp4 11.6 MB
1. Welcome!/5. Getting set up No installation necessary!.mp4 10.0 MB

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【影视】 [FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass

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5. Pandas/28. Pandas Project Exercise Solutions.mp4 190.4 MB
8. Data Analysis and Visualization Capstone Project Exercise/4. Capstone Project Solutions - Part Three.mp4 150.9 MB
5. Pandas/26. Pandas Pivot Tables.mp4 135.0 MB
7. Seaborn Data Visualizations/2. Scatterplots with Seaborn.mp4 134.9 MB
6. Matplotlib/11. Matplotlib Exercise Questions - Solutions.mp4 129.1 MB
8. Data Analysis and Visualization Capstone Project Exercise/2. Capstone Project Solutions - Part One.mp4 122.6 MB
5. Pandas/4. DataFrames - Part One - Creating a DataFrame.mp4 119.6 MB
7. Seaborn Data Visualizations/8. Categorical Plots - Distributions within Categories - Coding with Seaborn.mp4 116.6 MB
8. Data Analysis and Visualization Capstone Project Exercise/3. Capstone Project Solutions - Part Two.mp4 116.4 MB
7. Seaborn Data Visualizations/14. Seaborn Plot Exercises Solutions.mp4 116.0 MB
4. NumPy/2. NumPy Arrays.mp4 115.0 MB
5. Pandas/23. Pandas Input and Output - HTML Tables.mp4 111.8 MB
5. Pandas/15. GroupBy Operations - Part Two - MultiIndex.mp4 111.0 MB
5. Pandas/25. Pandas Input and Output - SQL Databases.mp4 108.2 MB
5. Pandas/21. Pandas - Time Methods for Date and Time Data.mp4 106.9 MB
10. Linear Regression/24. L1 Regularization - Lasso Regression - Background and Implementation.mp4 104.9 MB
1. Introduction to Course/3. Anaconda Python and Jupyter Install and Setup.mp4 103.6 MB
5. Pandas/10. Pandas - Useful Methods - Apply on Multiple Columns.mp4 103.3 MB
5. Pandas/13. Missing Data - Pandas Operations.mp4 102.6 MB
5. Pandas/7. DataFrames - Part Four - Working with Rows.mp4 101.4 MB

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【影视】 [CourseClub.Me] Udacity - Data Analyst Nanodegree

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Part 15-Module 01-Lesson 05_Interview Practice/06. Design a Spam Classifier-qRv1wrtgsmM.mp4 118.9 MB
Part 15-Module 01-Lesson 05_Interview Practice/05. Maximum Difference in an Integer Array-i3RTW83wI1Q.mp4 112.4 MB
Part 15-Module 02-Lesson 08_Technical Interview - Python/07. Coding-zhQYREUI8Z0.mp4 110.1 MB
Part 15-Module 02-Lesson 08_Technical Interview - Python/08. Coding 2-qEteyPNRSwU.mp4 109.7 MB
Part 16-Module 01-Lesson 06_Datasets and Questions/01. Introduction-TdopVWltgqM.mp4 92.2 MB
Part 15-Module 01-Lesson 05_Interview Practice/03. Free Throw Probability-Zyq0FQ0XO3o.mp4 59.4 MB
Part 15-Module 01-Lesson 05_Interview Practice/04. Query a SQL database-UVSFLWdAKl4.mp4 53.6 MB
Part 15-Module 01-Lesson 03_Interview Fails/04. Interviewing Fails Lyla Fujiwara-CgK2HxdJzc8.mp4 52.2 MB
Part 07-Module 01-Lesson 07_Explore Many Variables/16. Sean's NFL Fan Sentiment Study-ahaxt6UKxQw.mp4 52.0 MB
Part 03-Module 04-Lesson 01_Investigate a Dataset/05. Investigate A Dataset Project Walkthrough Final-OtDZCYxbHB4.mp4 51.8 MB
Part 15-Module 01-Lesson 05_Interview Practice/02. Describe your latest data project-cXluuqCVg18.mp4 44.2 MB
Part 15-Module 01-Lesson 02_Practice Behavioral Questions/06. A Problem and How You Dealt With It-7IKqdW30GvQ.mp4 42.7 MB
Part 16-Module 01-Lesson 06_Datasets and Questions/03. Accuracy vs. Training Set Size-9w1Yi5nMNgw.mp4 36.5 MB
Part 07-Module 01-Lesson 01_What is EDA/09. Aude Explores Coordinated Migration-7ihp6ofAJG8.mp4 36.4 MB
Part 15-Module 01-Lesson 05_Interview Practice/06. Design a Spam Classifier-Uy89Ff49pRc.mp4 34.9 MB
Part 13-Module 01-Lesson 01_Develop Your Personal Brand/04. Meet Chris-0ccflD9x5WU.mp4 34.1 MB
Part 16-Module 01-Lesson 13_PCA/31. Eigenfaces Code-LgLYw-G4sLQ.mp4 34.0 MB
Part 15-Module 02-Lesson 08_Technical Interview - Python/05. Brainstorming-LJFYhMDCCsU.mp4 33.2 MB
Part 15-Module 02-Lesson 08_Technical Interview - Python/09. Debugging-Bz1tlvkql9Q.mp4 32.6 MB
Part 16-Module 01-Lesson 14_Validation/10. Practical Advice for K-Fold in sklearn-COVRSk0GDEE.mp4 32.0 MB

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7. Homework Solutions/2. Homework Solution Section 3 Financial Statement Analysis.mp4 331.4 MB
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7. Homework Solutions/5. Homework Solution Section 6 Movie Domestic % Gross (Part 1).mp4 171.3 MB
6. Advanced Visualization With GGPlot2/14. Perfecting By Adding Themes.mp4 160.3 MB
7. Homework Solutions/6. Homework Solution Section 6 Movie Domestic % Gross (Part 2).mp4 160.0 MB
6. Advanced Visualization With GGPlot2/13. Coordinates.mp4 158.0 MB
5. Data Frames/4. Exploring your dataset.mp4 156.2 MB
5. Data Frames/10. Building Dataframes.mp4 154.6 MB
6. Advanced Visualization With GGPlot2/11. Statistical Transformations.mp4 150.0 MB
5. Data Frames/6. Basic operations with a Data Frame.mp4 146.6 MB
1. Hit The Ground Running/5. Exercise - Get Excited!.mp4 142.5 MB
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5. Data Frames/7. Filtering a Data Frame.mp4 135.6 MB
6. Advanced Visualization With GGPlot2/12. Using Facets.mp4 134.5 MB
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01 Introduction to Data Structures and Important Concepts/001 What Are Data Structures and Why Are They Important_.mp4 43.7 MB
03 Binary Search Trees/035 Breadth First Traversal - part 2.mp4 35.5 MB
03 Binary Search Trees/028 Depth First Traversal - In-Order.mp4 34.5 MB
03 Binary Search Trees/024 Insert Method.mp4 31.5 MB
02 Linked Lists/017 Big O Notation and Calculating the Runtime of a Function.mp4 30.8 MB
01 Introduction to Data Structures and Important Concepts/002 Constructor Functions and the _this_ Keyword.mp4 29.0 MB
02 Linked Lists/013 Search Method.mp4 28.0 MB
04 Hash Tables/047 Refactoring Insert Method.mp4 27.7 MB
02 Linked Lists/008 Using Add To Head.mp4 27.7 MB
04 Hash Tables/052 Hash Table - Exercise Review.mp4 26.9 MB
03 Binary Search Trees/021 What is a Binary Search Tree_.mp4 26.1 MB
04 Hash Tables/049 Get Method.mp4 25.7 MB
04 Hash Tables/045 Insert Method.mp4 25.2 MB
05 Next Steps/055 Next Steps.mp4 24.7 MB
02 Linked Lists/007 Add To Head - part 2.mp4 24.6 MB
03 Binary Search Trees/033 Depth First Traversal - Post-Order.mp4 24.6 MB
03 Binary Search Trees/026 Contains Method.mp4 24.0 MB
02 Linked Lists/011 Remove Head.mp4 24.0 MB
03 Binary Search Trees/034 Breadth First Traversal - part 1.mp4 23.9 MB
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18. Capstone Data Project/2. Capstone Project Solutions Walkthrough.mp4 57.1 MB
19. Introduction to Machine Learning with R/2. Introduction to Machine Learning.mp4 50.9 MB
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23. Machine Learning Project - Logistic Regression/2. Logistic Regression Project Solutions - Part 1.mp4 49.7 MB
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20. Machine Learning with R - Linear Regression/2. Linear Regression with R - Part 1.mp4 49.2 MB
33. Machine Learning with R - Neural Nets/2. Neural Nets with R.mp4 48.5 MB
20. Machine Learning with R - Linear Regression/3. Linear Regression with R - Part 2.mp4 48.2 MB
15. Data Visualization with R/2. Histograms.mp4 47.8 MB
1. Course Introduction/4.1 R-Course-HTML-Notes.zip.zip 47.8 MB
6. Development Environment Overview/2.1 R-Course-HTML-Notes.zip.zip 47.8 MB
22. Machine Learning with R - Logistic Regression/3. Logistic Regression with R - Part 2.mp4 42.9 MB
24. Machine Learning with R - K Nearest Neighbors/2. K Nearest Neighbors with R.mp4 42.4 MB
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4. Building the Asset Army/1501C_AT_04A_02 - Building the Asset Army.mp4 836.0 MB
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3. Organizing Your Assets/1501C_AT_03A_02 - Organizing Your Assets.mp4 598.2 MB
5. The Golden Frame/1501C-UI-Data-Design-Film-Lesson_5-Files_v01.zip 588.5 MB
4. Building the Asset Army/1501C_AT_04A_01 - Tools Overview.mp4 483.7 MB
8. Professional Presentations/1501C_AT_08A_01 - Tools Overview.mp4 459.6 MB
7. Practice Makes Perfect/1501C_AT_07A_01 - Tools Overview.mp4 438.8 MB
7. Practice Makes Perfect/1501C-UI-Data-Design-Film-Lesson_7-Files_v01.zip 402.0 MB
5. The Golden Frame/1501C_AT_05A_01 - Tools Overview.mp4 398.8 MB
6. Bringing it All Together/1501C-UI-Data-Design-Film-Lesson_6-Files_v01_0.zip 355.6 MB
1. Dissecting the Creative Brief/1501C AT 01 02 - Dissecting the Creative Brief.mp4 304.6 MB
8. Professional Presentations/1501C_AT_08A_02 - Professional Presentations.mp4 290.4 MB
2. Mind Mapping/1501C_AT_02A_02 - Mind Mapping.mp4 217.2 MB
8. Professional Presentations/1501C-UI-Data-Design-Film-Lesson_8-Files_v01.zip 200.1 MB
1. Dissecting the Creative Brief/1501C-UI-Data-Design-Film-Lesson_1-Files_v02.zip 137.2 MB
3. Organizing Your Assets/1501C_AT_03A_01 - Tools Overview.mp4 124.7 MB
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[TutsNode.com] - Build a Career in Data Science video edition/95 - Appendix. Interview questions - A.3.7. Training vs. test data.mp4 121.7 MB
[TutsNode.com] - Build a Career in Data Science video edition/96 - Appendix. Interview questions - A.4. Behavioral.mp4 121.6 MB
[TutsNode.com] - Build a Career in Data Science video edition/37 - Chapter 7. The technical interview.mp4 119.2 MB
[TutsNode.com] - Build a Career in Data Science video edition/77 - Chapter 14. Giving talks.mp4 112.4 MB
[TutsNode.com] - Build a Career in Data Science video edition/76 - Chapter 14. Attending conferences.mp4 111.8 MB
[TutsNode.com] - Build a Career in Data Science video edition/65 - Chapter 12. Working with stakeholders.mp4 111.0 MB
[TutsNode.com] - Build a Career in Data Science video edition/59 - Chapter 10. Wrapping it up.mp4 107.5 MB
[TutsNode.com] - Build a Career in Data Science video edition/2 - Chapter 1. What is data science.mp4 106.7 MB
[TutsNode.com] - Build a Career in Data Science video edition/94 - Appendix. Interview questions - A.3. Statistics and machine learning.mp4 104.5 MB
[TutsNode.com] - Build a Career in Data Science video edition/67 - Chapter 12. Communicating constantly.mp4 104.0 MB
[TutsNode.com] - Build a Career in Data Science video edition/30 - Chapter 6. Structure.mp4 102.3 MB
[TutsNode.com] - Build a Career in Data Science video edition/39 - Chapter 7. Step 3 - The case study.mp4 100.4 MB
[TutsNode.com] - Build a Career in Data Science video edition/87 - Chapter 16. Principal data scientist track.mp4 98.6 MB
[TutsNode.com] - Build a Career in Data Science video edition/86 - Chapter 16. The management track.mp4 95.6 MB
[TutsNode.com] - Build a Career in Data Science video edition/26 - Chapter 5. Decoding descriptions.mp4 95.5 MB
[TutsNode.com] - Build a Career in Data Science video edition/64 - Chapter 11. Keeping the system running.mp4 94.0 MB
[TutsNode.com] - Build a Career in Data Science video edition/28 - Chapter 5. Deciding which jobs to apply for.mp4 91.5 MB
[TutsNode.com] - Build a Career in Data Science video edition/4 - Chapter 1. Different types of data science jobs.mp4 90.1 MB
[TutsNode.com] - Build a Career in Data Science video edition/80 - Chapter 15. Leaving your job gracefully.mp4 88.7 MB
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1. Installation and Setup/7. MacOS - Create conda Environment and Install pandas and Jupyter Notebook.mp4 117.9 MB
1. Installation and Setup/11. Windows - Create conda Environment and Install pandas and Jupyter Notebook.mp4 117.2 MB
1. Installation and Setup/8. MacOS - Unpack Course Materials + The Start and Shutdown Process.mp4 116.2 MB
5. DataFrames II Filtering Data/1. This Module's Dataset + Memory Optimization.mp4 102.6 MB
1. Installation and Setup/5. MacOS - Install Anaconda Distribution.mp4 95.4 MB
2. BONUS Python Crash Course/8. String Methods.mp4 78.3 MB
11. Working with Dates and Times in Datasets/15. Timeseries Offsets.mp4 78.2 MB
11. Working with Dates and Times in Datasets/12. Selecting Rows from a DataFrame with a DateTimeIndex.mp4 77.9 MB
1. Installation and Setup/6. MacOS - Access the Terminal Application.mp4 76.6 MB
4. DataFrames I Introduction/2. Shared Methods and Attributes between Series and DataFrames.mp4 70.8 MB
6. DataFrames III Data Extraction/3. Retrieve Rows by Index Label with loc Accessor.mp4 64.1 MB
3. Series/8. Create Series from Dataset with the pd.read_csv Method.mp4 63.3 MB
6. DataFrames III Data Extraction/8. Rename Index Labels or Columns in a DataFrame.mp4 60.9 MB
2. BONUS Python Crash Course/7. Custom Functions.mp4 59.2 MB
2. BONUS Python Crash Course/10. Index Positions and Slicing.mp4 58.3 MB
11. Working with Dates and Times in Datasets/13. Timestamp Object Attributes and Methods.mp4 56.8 MB
2. BONUS Python Crash Course/11. Dictionaries.mp4 56.4 MB
2. BONUS Python Crash Course/4. Operators.mp4 53.1 MB
4. DataFrames I Introduction/1. Intro to DataFrames I Module.mp4 52.2 MB
12. Input and Output in pandas/6. Import Excel File into pandas with the read_excel Method.mp4 51.6 MB

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24. MidTerm/MidTerm.mp4 823.5 MB
19. Обратная матрица/Обратная матрица.mp4 741.9 MB
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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
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