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[Tutorialsplanet.NET] Udemy - Data Engineering Essentials Hands-on SQL Python and Spark
magnet:?xt=urn:btih:df80d0fb7cf736a58e83d90936c820b812b9ee57&dn=[Tutorialsplanet.NET] Udemy - Data Engineering Essentials Hands-on SQL Python and Spark
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Hash值:
df80d0fb7cf736a58e83d90936c820b812b9ee57
点击数:
222
文件大小:
16.68 GB
文件数量:
446
创建日期:
2022-7-25 16:06
最后访问:
2024-5-5 09:02
访问标签:
Tutorialsplanet
NET
Udemy
-
Data
Engineering
Essentials
Hands-on
SQL
Python
and
Spark
文件列表详情
1. Introduction about the course/1. Introduction about course.mp4 38.1 MB
1. Introduction about the course/2. Desired Audience.mp4 20.51 MB
1. Introduction about the course/3. Pre-requisites.mp4 32.13 MB
1. Introduction about the course/4. [Must Watch] 30 Day Money Back Guarantee - Feedback and Rating.mp4 6.04 MB
1. Introduction about the course/5. Training Approach.mp4 36.72 MB
1. Introduction about the course/6. Overview of Environments for Hands on Practice (Must Watch).mp4 21.23 MB
1. Introduction about the course/8. [Must Watch] Setting up Course Material.mp4 58.35 MB
10. Database Essentials - Partitioning Tables and Indexes/1. Overview of Partitioning.mp4 8.91 MB
10. Database Essentials - Partitioning Tables and Indexes/10. Usage Scenarios.mp4 28.19 MB
10. Database Essentials - Partitioning Tables and Indexes/11. Sub Partitioning.mp4 41.98 MB
10. Database Essentials - Partitioning Tables and Indexes/12. Exercise - Partitioned Tables.mp4 9.79 MB
10. Database Essentials - Partitioning Tables and Indexes/2. List Partitioning.mp4 27.93 MB
10. Database Essentials - Partitioning Tables and Indexes/3. Managing Partitions - List.mp4 52.59 MB
10. Database Essentials - Partitioning Tables and Indexes/4. Manipulating Data.mp4 30.79 MB
10. Database Essentials - Partitioning Tables and Indexes/5. Range Partitioning.mp4 18.9 MB
10. Database Essentials - Partitioning Tables and Indexes/6. Managing Partitions - Range.mp4 46.12 MB
10. Database Essentials - Partitioning Tables and Indexes/7. Repartitioning - Range.mp4 73.35 MB
10. Database Essentials - Partitioning Tables and Indexes/8. Hash Partitioning.mp4 26.63 MB
10. Database Essentials - Partitioning Tables and Indexes/9. Managing Partitions - Hash.mp4 46.43 MB
11. Database Essentials - Predefined Functions/1. Overview of Functions.mp4 41.4 MB
11. Database Essentials - Predefined Functions/10. Getting Current Date or Timestamp.mp4 22.45 MB
11. Database Essentials - Predefined Functions/11. Date Arithmetic.mp4 37.76 MB
11. Database Essentials - Predefined Functions/12. Beginning Date or Time using date_trunc.mp4 28.04 MB
11. Database Essentials - Predefined Functions/13. Using to_char and to_date.mp4 74.11 MB
11. Database Essentials - Predefined Functions/14. Extracting Information using extract.mp4 21.79 MB
11. Database Essentials - Predefined Functions/15. Dealing with Unix Timestamp or epoch.mp4 17.31 MB
11. Database Essentials - Predefined Functions/16. Overview of Numeric Functions.mp4 40.38 MB
11. Database Essentials - Predefined Functions/17. Data Type Conversion.mp4 23.29 MB
11. Database Essentials - Predefined Functions/18. Handling NULL Values.mp4 26.74 MB
11. Database Essentials - Predefined Functions/19. Using CASE and WHEN.mp4 45.58 MB
11. Database Essentials - Predefined Functions/2. String Manipulation Functions.mp4 7.81 MB
11. Database Essentials - Predefined Functions/3. Case Conversion and Length.mp4 26.6 MB
11. Database Essentials - Predefined Functions/4. Extracting Data - Using substr and split_part.mp4 101.89 MB
11. Database Essentials - Predefined Functions/5. Using position or strpos.mp4 33.59 MB
11. Database Essentials - Predefined Functions/6. Trimming and Padding Functions.mp4 36 MB
11. Database Essentials - Predefined Functions/7. Reverse and Concatenate Multiple Strings.mp4 19.88 MB
11. Database Essentials - Predefined Functions/8. String Replacement.mp4 45.57 MB
11. Database Essentials - Predefined Functions/9. Date Manipulation Functions.mp4 12.15 MB
12. Database Essentials - Writing Advanced SQL Queries/1. Overview of Views.mp4 46.75 MB
12. Database Essentials - Writing Advanced SQL Queries/10. Cumulative or Moving Aggregations.mp4 51.16 MB
12. Database Essentials - Writing Advanced SQL Queries/11. Analytic Functions - Windowing.mp4 82.29 MB
12. Database Essentials - Writing Advanced SQL Queries/12. Analytic Functions - Ranking.mp4 72.65 MB
12. Database Essentials - Writing Advanced SQL Queries/13. Analytic Functions - Filtering.mp4 58.87 MB
12. Database Essentials - Writing Advanced SQL Queries/14. Ranking and Filtering - Recap.mp4 19.18 MB
12. Database Essentials - Writing Advanced SQL Queries/2. Overview of Named Queries.mp4 27.4 MB
12. Database Essentials - Writing Advanced SQL Queries/3. Overview of Sub Queries.mp4 41.45 MB
12. Database Essentials - Writing Advanced SQL Queries/4. CTAS - Create Table As Select.mp4 52.14 MB
12. Database Essentials - Writing Advanced SQL Queries/5. Advanced DML Operations.mp4 87.46 MB
12. Database Essentials - Writing Advanced SQL Queries/6. Merging or Upserting Data.mp4 55.67 MB
12. Database Essentials - Writing Advanced SQL Queries/7. Pivoting Rows into Columns.mp4 8.07 MB
12. Database Essentials - Writing Advanced SQL Queries/8. Overview of Analytic Functions.mp4 38.17 MB
12. Database Essentials - Writing Advanced SQL Queries/9. Analytic Functions - Aggregations.mp4 66.35 MB
13. Programming Essentials using Python - Perform Database Operations/1. Introduction - Perform Database Operations.mp4 9.2 MB
13. Programming Essentials using Python - Perform Database Operations/10. Example - Web Application.mp4 67.32 MB
13. Programming Essentials using Python - Perform Database Operations/11. Exercise - Database Operations.mp4 18.74 MB
13. Programming Essentials using Python - Perform Database Operations/2. Overview of SQL.mp4 14.55 MB
13. Programming Essentials using Python - Perform Database Operations/3. Create Database and Users Table.mp4 53.25 MB
13. Programming Essentials using Python - Perform Database Operations/4. DDL - Data Definition Language.mp4 40.96 MB
13. Programming Essentials using Python - Perform Database Operations/5. DML - Data Manipulation Language.mp4 41.93 MB
13. Programming Essentials using Python - Perform Database Operations/6. DQL - Data Query Language.mp4 31.35 MB
13. Programming Essentials using Python - Perform Database Operations/7. CRUD Operations - DML and DQL.mp4 13.58 MB
13. Programming Essentials using Python - Perform Database Operations/8. TCL - Transaction Control Language.mp4 8.55 MB
13. Programming Essentials using Python - Perform Database Operations/9. Example - Data Engineering.mp4 49.26 MB
14. Programming Essentials using Python - Getting Started with Python/1. Installing Python on Windows.mp4 48.48 MB
14. Programming Essentials using Python - Getting Started with Python/2. Overview of Anaconda.mp4 66.29 MB
14. Programming Essentials using Python - Getting Started with Python/3. Python CLI and Jupyter Notebook.mp4 55.59 MB
14. Programming Essentials using Python - Getting Started with Python/4. Overview of Jupyter Lab.mp4 38.25 MB
14. Programming Essentials using Python - Getting Started with Python/5. Using IDEs - Pycharm.mp4 42.97 MB
14. Programming Essentials using Python - Getting Started with Python/6. Using Visual Studio Code.mp4 30.52 MB
14. Programming Essentials using Python - Getting Started with Python/7. Using ITVersity Labs.mp4 41.07 MB
14. Programming Essentials using Python - Getting Started with Python/8. Leveraging Google Colab.mp4 85.66 MB
15. Programming Essentials using Python - Basic Programming Constructs/1. Basic Programming Constructs using Python - Introduction.mp4 8.67 MB
15. Programming Essentials using Python - Basic Programming Constructs/10. Exercises - Basic Programming Constructs.mp4 35.24 MB
15. Programming Essentials using Python - Basic Programming Constructs/11. Dynamic Arithmetic Operations using eval and exec.mp4 16.38 MB
15. Programming Essentials using Python - Basic Programming Constructs/2. Getting Help.mp4 22.02 MB
15. Programming Essentials using Python - Basic Programming Constructs/3. Variables and Objects.mp4 10.44 MB
15. Programming Essentials using Python - Basic Programming Constructs/4. Data Type - Commonly Used.mp4 8.49 MB
15. Programming Essentials using Python - Basic Programming Constructs/5. Operators in Python.mp4 13.19 MB
15. Programming Essentials using Python - Basic Programming Constructs/6. Tasks - Data Types and Operators.mp4 37.95 MB
15. Programming Essentials using Python - Basic Programming Constructs/7. Conditionals.mp4 58.46 MB
15. Programming Essentials using Python - Basic Programming Constructs/8. All about for loops.mp4 81.98 MB
15. Programming Essentials using Python - Basic Programming Constructs/9. Running os commands.mp4 75.11 MB
16. Programming Essentials using Python - Predefined Functions/1. Predefined Functions - Introduction.mp4 6.84 MB
16. Programming Essentials using Python - Predefined Functions/2. Overview of Predefined Functions.mp4 25.84 MB
16. Programming Essentials using Python - Predefined Functions/3. Numeric Functions.mp4 30.23 MB
16. Programming Essentials using Python - Predefined Functions/4. Overview of Strings.mp4 23.81 MB
16. Programming Essentials using Python - Predefined Functions/5. String Manipulation Functions.mp4 47.86 MB
16. Programming Essentials using Python - Predefined Functions/6. Formatting Strings.mp4 28.2 MB
16. Programming Essentials using Python - Predefined Functions/7. Print and Input Functions.mp4 34 MB
16. Programming Essentials using Python - Predefined Functions/8. Date Manipulation Functions.mp4 76.62 MB
16. Programming Essentials using Python - Predefined Functions/9. Exercises - Predefined Functions in Python.mp4 11.4 MB
17. Programming Essentials using Python - User Defined Functions/1. User Defined Functions - Introduction.mp4 7.34 MB
17. Programming Essentials using Python - User Defined Functions/10. Lambda Functions.mp4 27.17 MB
17. Programming Essentials using Python - User Defined Functions/11. Usage of Lambda Functions.mp4 79.27 MB
17. Programming Essentials using Python - User Defined Functions/12. Exercise - User Defined Functions.mp4 12.18 MB
17. Programming Essentials using Python - User Defined Functions/2. Defining Functions.mp4 20.29 MB
17. Programming Essentials using Python - User Defined Functions/3. Doc Strings.mp4 19.86 MB
17. Programming Essentials using Python - User Defined Functions/4. Returning Variables.mp4 21.86 MB
17. Programming Essentials using Python - User Defined Functions/5. Function Parameters and Arguments.mp4 56.47 MB
17. Programming Essentials using Python - User Defined Functions/6. Varying Arguments.mp4 41.4 MB
17. Programming Essentials using Python - User Defined Functions/7. Keyword Arguments.mp4 17.28 MB
17. Programming Essentials using Python - User Defined Functions/8. Recap of User Defined Functions.mp4 91.95 MB
17. Programming Essentials using Python - User Defined Functions/9. Passing Functions as Arguments.mp4 35.79 MB
18/1. Overview of Collections - list and set - Introduction.mp4 10.25 MB
18/10. Validating sets.mp4 13.06 MB
18/11. list and set - Usage.mp4 59.8 MB
18/12. Exercises - Basic Operations on list and.mp4 15.66 MB
18/13. List of Delimited Strings.mp4 26.73 MB
18/14. Sorting data in lists and tuples.mp4 36.66 MB
18/15. Sorting list of Delimited Strings.mp4 47.41 MB
18/16. Exercises - Sorting lists and sets.mp4 34.01 MB
18/2. Overview of list and set.mp4 28.6 MB
18/3. Common Operations.mp4 13.37 MB
18/4. Accessing elements from list.mp4 24.82 MB
18/5. Adding elements to list.mp4 16.92 MB
18/6. Updating and Deleting elements -list.mp4 13.88 MB
18/7. Other list operations.mp4 15.19 MB
18/8. Adding and Deleting elements - set.mp4 27.01 MB
18/9. Typical set operations.mp4 11 MB
19/1. Manipulating Collections using loops - Introduction.mp4 8.86 MB
19/10. Process dict values.mp4 19.96 MB
19/11. Processing dict items.mp4 36.52 MB
19/12. Sorting dict items.mp4 21.63 MB
19/13. Exercises - Overview of Collections - dict and set.mp4 15.75 MB
19/2. Overview of dict and tuple.mp4 33.32 MB
19/3. Common Operations - dict and tuple.mp4 25.86 MB
19/4. Accessing Elements - tuples.mp4 25.5 MB
19/5. Accessing Elements - dict.mp4 35.94 MB
19/6. Manipulating dict.mp4 65.54 MB
19/7. Common Examples - dict.mp4 36.48 MB
19/8. List of Tuples.mp4 77.99 MB
19/9. List of dicts.mp4 59.82 MB
2. Setting up Environment using AWS Cloud9/1. Getting Started with Cloud9.mp4 23.23 MB
2. Setting up Environment using AWS Cloud9/2. Creating Cloud9 Environment.mp4 33.91 MB
2. Setting up Environment using AWS Cloud9/3. Warming up with Cloud9 IDE.mp4 20.99 MB
2. Setting up Environment using AWS Cloud9/4. Details about material to setup postgres database using docker.mp4 9.92 MB
2. Setting up Environment using AWS Cloud9/5. Overview of EC2 related to Cloud9.mp4 10.37 MB
2. Setting up Environment using AWS Cloud9/6. Opening ports for Cloud9 Instance.mp4 22.7 MB
2. Setting up Environment using AWS Cloud9/7. Associating Elastic IPs to Cloud9 Instance.mp4 36.23 MB
2. Setting up Environment using AWS Cloud9/8. Increase EBS Volume Size of Cloud9 Instance.mp4 21.15 MB
2. Setting up Environment using AWS Cloud9/9. Setup Jupyter Lab on Cloud9.mp4 47.58 MB
20. Programming Essentials using Python - Manipulating Collections using loops/1. Manipulating Collections using loops - Introduction.mp4 14.3 MB
20. Programming Essentials using Python - Manipulating Collections using loops/10. Overview of Grouped Aggregations.mp4 13.43 MB
20. Programming Essentials using Python - Manipulating Collections using loops/11. Get Order Count by Status.mp4 50.02 MB
20. Programming Essentials using Python - Manipulating Collections using loops/12. Get Revenue Details per Order.mp4 99.79 MB
20. Programming Essentials using Python - Manipulating Collections using loops/13. Get Order Count by Month.mp4 27.67 MB
20. Programming Essentials using Python - Manipulating Collections using loops/14. Joining Data Sets.mp4 102.56 MB
20. Programming Essentials using Python - Manipulating Collections using loops/15. Manipulate Collections using Comprehensions.mp4 6.25 MB
20. Programming Essentials using Python - Manipulating Collections using loops/16. List Comprehensions using Python.mp4 44.71 MB
20. Programming Essentials using Python - Manipulating Collections using loops/17. Set Comprehensions using Python.mp4 19 MB
20. Programming Essentials using Python - Manipulating Collections using loops/18. Dict Comprehensions in Python.mp4 30.66 MB
20. Programming Essentials using Python - Manipulating Collections using loops/19. Limitations of using loops.mp4 36.33 MB
20. Programming Essentials using Python - Manipulating Collections using loops/2. Reading Files into Collections.mp4 26.75 MB
20. Programming Essentials using Python - Manipulating Collections using loops/20. Exercises - Manipulating Collections using loops.mp4 49.95 MB
20. Programming Essentials using Python - Manipulating Collections using loops/3. Overview of Standard Transformations.mp4 26.39 MB
20. Programming Essentials using Python - Manipulating Collections using loops/4. Row Level Transformations.mp4 85.19 MB
20. Programming Essentials using Python - Manipulating Collections using loops/5. Getting Unique Elements.mp4 64.73 MB
20. Programming Essentials using Python - Manipulating Collections using loops/6. Filtering Data.mp4 85.42 MB
20. Programming Essentials using Python - Manipulating Collections using loops/7. Preparing Data Sets.mp4 37.58 MB
20. Programming Essentials using Python - Manipulating Collections using loops/8. Quick recap of dict operations.mp4 39.07 MB
20. Programming Essentials using Python - Manipulating Collections using loops/9. Performing Total Aggregations.mp4 96.86 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/1. Develop myFilter.mp4 38.67 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/10. Validate myJoin Function.mp4 46.88 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/11. Exercises - Development of Map Reduce APIs.mp4 41.98 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/2. Validate myFilter.mp4 45.69 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/3. Develop myMap Function.mp4 30.72 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/4. Validate myMap Function.mp4 63.52 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/5. Develop myReduce Function.mp4 21.1 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/6. Validate myReduce Function.mp4 30.23 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/7. Develop myReduceByKey Function.mp4 25.71 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/8. Validate myReduceByKey Function.mp4 60.7 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/9. Develop myJoin Function.mp4 29.12 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/1. Preparing Data Sets.mp4 18.14 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/10. Cumulative Operations using itertools.mp4 48.63 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/11. Using itertools starmap.mp4 31.09 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/12. Overview of itertools groupby.mp4 35.56 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/13. Get order count by status using itertools groupby.mp4 25.53 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/14. Get revenue per order using itertools groupby.mp4 66.67 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/15. Limitations of Map Reduce Libraries.mp4 12.92 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/16. Exercises - Understanding Map Reduce Libraries.mp4 11.57 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/2. Filtering Data using filter.mp4 43.77 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/3. Projecting data using map.mp4 36.87 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/4. Row Level Transformations using map.mp4 70.09 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/5. Aggregations using reduce.mp4 43.16 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/6. Get Revenue for a given product id.mp4 46.66 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/7. Get total items sold and revenue for a product.mp4 32.05 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/8. Get total commission amount.mp4 37.68 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/9. Overview of itertools.mp4 30.78 MB
23. Programming Essentials using Python - Basics of File IO using Python/1. Basics of File IO using Python - Introduction.mp4 19.15 MB
23. Programming Essentials using Python - Basics of File IO using Python/10. Read csv into list of strings.mp4 58.97 MB
23. Programming Essentials using Python - Basics of File IO using Python/11. Writing Strings to file in Append Mode.mp4 33.46 MB
23. Programming Essentials using Python - Basics of File IO using Python/12. Managing Files and Folders using Python.mp4 115.22 MB
23. Programming Essentials using Python - Basics of File IO using Python/2. Overview of File IO.mp4 18.67 MB
23. Programming Essentials using Python - Basics of File IO using Python/3. Folders and Files.mp4 84.58 MB
23. Programming Essentials using Python - Basics of File IO using Python/4. File Paths and Names.mp4 28.31 MB
23. Programming Essentials using Python - Basics of File IO using Python/5. Overview of Retail Data.mp4 35.72 MB
23. Programming Essentials using Python - Basics of File IO using Python/6. Read text file into string.mp4 33.53 MB
23. Programming Essentials using Python - Basics of File IO using Python/7. Write string to text file.mp4 37.38 MB
23. Programming Essentials using Python - Basics of File IO using Python/8. Overview of modes to write into files.mp4 49.72 MB
23. Programming Essentials using Python - Basics of File IO using Python/9. Overview of Delimited Strings.mp4 27.13 MB
24. Programming Essentials using Python - Delimited Files and Collections/1. Delimited Files and Collections.mp4 9.22 MB
24. Programming Essentials using Python - Delimited Files and Collections/10. Apply Schema on lists from files.mp4 78.09 MB
24. Programming Essentials using Python - Delimited Files and Collections/2. Overview of Delimited Text Files.mp4 59.24 MB
24. Programming Essentials using Python - Delimited Files and Collections/3. Recap of basic file IO.mp4 58.53 MB
24. Programming Essentials using Python - Delimited Files and Collections/4. Read Delimited files into list of tuples.mp4 83.11 MB
24. Programming Essentials using Python - Delimited Files and Collections/5. Write Delimited Strings into files.mp4 72.05 MB
24. Programming Essentials using Python - Delimited Files and Collections/6. Overview of CSV Module.mp4 51.34 MB
24. Programming Essentials using Python - Delimited Files and Collections/7. Read Delimited data using CSV.mp4 82.96 MB
24. Programming Essentials using Python - Delimited Files and Collections/8. Writing iterables to files using csv.mp4 58.08 MB
24. Programming Essentials using Python - Delimited Files and Collections/9. Advantages of using csv module.mp4 10.12 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/1. Overview of Pandas Libraries.mp4 12.33 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/10. Writing Data Frames to Files.mp4 75.74 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/11. Joining Data Frames.mp4 94.61 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/2. Pandas Data Structures.mp4 41.64 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/3. Overview of series.mp4 25.52 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/4. Creating Data Frames from lists.mp4 23.85 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/5. Data Frames - Basic Operations.mp4 91.93 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/6. CSV to Pandas Data Frames.mp4 49 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/7. Projecting and Filtering.mp4 76.41 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/8. Performing Total Aggregations.mp4 80.1 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/9. Performing Grouped Aggregations.mp4 76.57 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/1. Database Operations - CRUD Operations - Introduction.mp4 10.13 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/10. Querying Data From Table.mp4 70.15 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/11. Recap - CRUD Operations.mp4 9.67 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/2. Overview of Database Programming.mp4 27.84 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/3. Recap of RDBMS Concepts.mp4 47.81 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/4. Setup Database Client Libraries.mp4 58.59 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/5. Function Get Database Connection.mp4 20.97 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/6. Create Database Table.mp4 44.6 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/7. Inserting Data into Table.mp4 85.14 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/8. Updating Existing Table Data.mp4 20.03 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/9. Deleting Data From Table.mp4 14.74 MB
27/1. Database Programming - Batch Operations - Introduction.mp4 8.08 MB
27/2. Recap of Insert.mp4 18.91 MB
27/3. Preparing Database.mp4 27.57 MB
27/4. Reading Data From File.mp4 34.25 MB
27/5. Batch Loading of Data.mp4 64.83 MB
27/6. Best Practices Batch Loading.mp4 10.41 MB
28. Programming Essentials using Python - Processing JSON Data/1. Processing JSON Data - Introduction.mp4 9.49 MB
28. Programming Essentials using Python - Processing JSON Data/10. Common Use Cases for JSON.mp4 76.28 MB
28. Programming Essentials using Python - Processing JSON Data/11. Write to JSON files using json module.mp4 64.99 MB
28. Programming Essentials using Python - Processing JSON Data/12. Write to JSON files using pandas.mp4 49.45 MB
28. Programming Essentials using Python - Processing JSON Data/2. Overview of JSON.mp4 19.77 MB
28. Programming Essentials using Python - Processing JSON Data/3. JSON Data Types.mp4 14.72 MB
28. Programming Essentials using Python - Processing JSON Data/4. Create JSON String.mp4 61.1 MB
28. Programming Essentials using Python - Processing JSON Data/5. Process JSON String.mp4 104.42 MB
28. Programming Essentials using Python - Processing JSON Data/6. Single JSON Document in Files.mp4 91.04 MB
28. Programming Essentials using Python - Processing JSON Data/7. Multiple JSON Documents in files.mp4 55.67 MB
28. Programming Essentials using Python - Processing JSON Data/8. Process JSON using Pandas.mp4 58.3 MB
28. Programming Essentials using Python - Processing JSON Data/9. Different JSON Formats supported by Pandas.mp4 79.88 MB
29. Programming Essentials using Python - Processing REST Payloads/1. Overview of REST APIs.mp4 26.04 MB
29. Programming Essentials using Python - Processing REST Payloads/2. Using curl command.mp4 44.63 MB
29. Programming Essentials using Python - Processing REST Payloads/3. Overview of Postman.mp4 47.32 MB
29. Programming Essentials using Python - Processing REST Payloads/4. Getting Started with requests.mp4 63.04 MB
29. Programming Essentials using Python - Processing REST Payloads/5. Convert REST Payload to Python Objects.mp4 53.7 MB
29. Programming Essentials using Python - Processing REST Payloads/6. Process REST Payload using Collection Operations.mp4 131.13 MB
29. Programming Essentials using Python - Processing REST Payloads/7. Process REST Payload using Pandas.mp4 69.91 MB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/1. Signing up for GCP.mp4 23.59 MB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/2. Overview of GCP Web Console.mp4 14.24 MB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/3. Overview of GCP Pricing.mp4 44.07 MB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/4. Provision Ubuntu VM from GCP.mp4 53.55 MB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/5. Setup Docker.mp4 74.5 MB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/6. Validating Python.mp4 34.31 MB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/7. Setup Jupyter Lab.mp4 78.91 MB
30. Understanding Python Virtual Environments/1. Introduction to Python Virtual Environments.mp4 1.8 MB
30. Understanding Python Virtual Environments/10. Define requirements file for Web Application.mp4 15.24 MB
30. Understanding Python Virtual Environments/11. Install Dependencies using requirements file for Web Application.mp4 43.8 MB
30. Understanding Python Virtual Environments/12. Create Virtual Environment for Data Engineering Application.mp4 27.02 MB
30. Understanding Python Virtual Environments/13. Install Dependencies for Data Engineering Application.mp4 52.53 MB
30. Understanding Python Virtual Environments/14. Install Dependencies for Data Engineering Application using Python 3.6.mp4 21.56 MB
30. Understanding Python Virtual Environments/15. Validate Python and Package Compatibility and Install Python 3.6.mp4 58.77 MB
30. Understanding Python Virtual Environments/16. Conclusion about understanding Python Virtual Environments.mp4 17.59 MB
30. Understanding Python Virtual Environments/2. Validating Python Versions.mp4 18.71 MB
30. Understanding Python Virtual Environments/3. Create Virtual Environment for Web Application.mp4 49.78 MB
30. Understanding Python Virtual Environments/4. Reviewing dependencies installed in Virtual Environment.mp4 16.12 MB
30. Understanding Python Virtual Environments/5. Installing Dependencies for Web Application using pip.mp4 45.57 MB
30. Understanding Python Virtual Environments/6. Getting Details about installed packages using pip.mp4 17.1 MB
30. Understanding Python Virtual Environments/7. Uninstall Packages using pip.mp4 27.07 MB
30. Understanding Python Virtual Environments/8. Cleanup Python Virtual Environment.mp4 14.5 MB
30. Understanding Python Virtual Environments/9. Recreate and Activate Virtual Environment for Web Application.mp4 6.6 MB
31. Overview of Pycharm for Python Application Development/1. Introduction to Pycharm for Python Application Development.mp4 4.28 MB
31. Overview of Pycharm for Python Application Development/10. Overview of Pycharm Integrated Terminal.mp4 25.38 MB
31. Overview of Pycharm for Python Application Development/11. Overview of Pycharm Integrated Terminal on Mac.mp4 12.26 MB
31. Overview of Pycharm for Python Application Development/12. Overview of Run Time Arguments for Python Applications.mp4 21.48 MB
31. Overview of Pycharm for Python Application Development/13. Passing Run Time Arguments using Pycharm.mp4 20.45 MB
31. Overview of Pycharm for Python Application Development/2. Installation of Pycharm on Windows.mp4 18.36 MB
31. Overview of Pycharm for Python Application Development/3. Installation of Pycharm on Mac.mp4 20.65 MB
31. Overview of Pycharm for Python Application Development/4. Setup Getting Started Project using Pycharm.mp4 30.22 MB
31. Overview of Pycharm for Python Application Development/5. Setup Getting Started Project using Pycharm on Mac.mp4 12.8 MB
31. Overview of Pycharm for Python Application Development/6. Setup de-demo project using Pycharm.mp4 15.4 MB
31. Overview of Pycharm for Python Application Development/7. Accessing Setting in Pycharm and Changing Font Size.mp4 9.01 MB
31. Overview of Pycharm for Python Application Development/8. Accessing Setting in Pycharm and Changing Font Size on Mac.mp4 13.89 MB
31. Overview of Pycharm for Python Application Development/9. Install Python Packages using Pycharm.mp4 13.58 MB
32. Data Copier - Getting Started/1. Introduction to Getting Started for Data copier.mp4 11.61 MB
32. Data Copier - Getting Started/10. Setup Project using Pycharm.mp4 30.68 MB
32. Data Copier - Getting Started/11. Managing Dependencies for the project.mp4 29.9 MB
32. Data Copier - Getting Started/12. Create GitHub Project.mp4 63.97 MB
32. Data Copier - Getting Started/2. Problem Statement - Data Copier.mp4 25.09 MB
32. Data Copier - Getting Started/3. Create Working Directory for the Project.mp4 8.73 MB
32. Data Copier - Getting Started/4. Setup Docker on Windows 10 Pro.mp4 46.13 MB
32. Data Copier - Getting Started/5. Quick Overview of Docker.mp4 115.68 MB
32. Data Copier - Getting Started/6. Prepare Dataset.mp4 14.28 MB
32. Data Copier - Getting Started/7. Create Postgres Container.mp4 68.61 MB
32. Data Copier - Getting Started/8. Setup Postgres Database for development.mp4 52.4 MB
32. Data Copier - Getting Started/9. Overview of Postgres Database Commands.mp4 62.02 MB
33. Data Copier - Reading Data using Pandas/1. Reading Data using Pandas - Introduction.mp4 9.82 MB
33. Data Copier - Reading Data using Pandas/2. Overview of Retail Data.mp4 36.07 MB
33. Data Copier - Reading Data using Pandas/3. Adding Pandas to the project.mp4 31.76 MB
33. Data Copier - Reading Data using Pandas/4. Reading JSON Data using Pandas.mp4 51.06 MB
33. Data Copier - Reading Data using Pandas/5. Previewing Data using Pandas.mp4 48.66 MB
33. Data Copier - Reading Data using Pandas/6. Reading Data in Chunks using Pandas.mp4 37.62 MB
33. Data Copier - Reading Data using Pandas/7. Dynamically read files using os.mp4 28.43 MB
34. Data Copier - Database Programming using Pandas/1. Database Programming using Pandas - Introduction.mp4 11.85 MB
34. Data Copier - Database Programming using Pandas/10. Drop users table.mp4 15.31 MB
34. Data Copier - Database Programming using Pandas/2. Validate Postgres Setup using Docker.mp4 25.61 MB
34. Data Copier - Database Programming using Pandas/3. Add required dependencies for database programming using pandas.mp4 15.57 MB
34. Data Copier - Database Programming using Pandas/4. Create users table in retail_db Database.mp4 11.43 MB
34. Data Copier - Database Programming using Pandas/5. Populating Sample Data into users table.mp4 15.38 MB
34. Data Copier - Database Programming using Pandas/6. Reading data from table using Pandas.mp4 38.96 MB
34. Data Copier - Database Programming using Pandas/7. Truncate users table.mp4 16.1 MB
34. Data Copier - Database Programming using Pandas/8. Writing Pandas Dataframe to table.mp4 67.06 MB
34. Data Copier - Database Programming using Pandas/9. Validating users data.mp4 15.22 MB
35. Data Copier - Loading Data from files to tables/1. Loading Data from files to tables - Introduction.mp4 7.3 MB
35. Data Copier - Loading Data from files to tables/2. Populating Departments data into table.mp4 75.06 MB
35. Data Copier - Loading Data from files to tables/3. Validate departments table.mp4 22.19 MB
35. Data Copier - Loading Data from files to tables/4. Populating orders table in chunks.mp4 73.78 MB
35. Data Copier - Loading Data from files to tables/5. Validate orders table in database.mp4 26.08 MB
35. Data Copier - Loading Data from files to tables/6. Validate orders table using pandas.mp4 33.35 MB
36. Data Copier - Modularizing the application/1. Overview of main function.mp4 38.65 MB
36. Data Copier - Modularizing the application/10. Validate Integration logic.mp4 49.5 MB
36. Data Copier - Modularizing the application/11. Develop logic for multiple tables.mp4 34.6 MB
36. Data Copier - Modularizing the application/12. Validate logic for table list as run time argument.mp4 68.92 MB
36. Data Copier - Modularizing the application/13. Push changes to remote git repository.mp4 30.96 MB
36. Data Copier - Modularizing the application/2. Overview of Environment Variables.mp4 25.39 MB
36. Data Copier - Modularizing the application/3. Using os module for Environment Variables.mp4 50.37 MB
36. Data Copier - Modularizing the application/4. Passing Environment Variables using Pycharm.mp4 26.53 MB
36. Data Copier - Modularizing the application/5. Read logic using Pandas.mp4 65.73 MB
36. Data Copier - Modularizing the application/6. Validate read logic.mp4 53.43 MB
36. Data Copier - Modularizing the application/7. Write logic using Pandas.mp4 54.73 MB
36. Data Copier - Modularizing the application/8. Validate write logic.mp4 60.64 MB
36. Data Copier - Modularizing the application/9. Integrate read and write logic.mp4 36.37 MB
37. Data Copier - Dockerizing the application/1. Dockerizing the application - Introduction.mp4 4.85 MB
37. Data Copier - Dockerizing the application/10. Validate Network Connectivity between Docker Containers.mp4 22.5 MB
37. Data Copier - Dockerizing the application/11. Running Application from the Docker Container.mp4 51.82 MB
37. Data Copier - Dockerizing the application/12. Delete Docker Container.mp4 37.58 MB
37. Data Copier - Dockerizing the application/2. Prepare Database for validation.mp4 14.99 MB
37. Data Copier - Dockerizing the application/3. Pull and validate appropriate python image.mp4 49.57 MB
37. Data Copier - Dockerizing the application/4. Create and attach network to database container.mp4 51.74 MB
37. Data Copier - Dockerizing the application/5. Quick recap about Docker containers.mp4 27.74 MB
37. Data Copier - Dockerizing the application/6. Deploying application and installing dependencies in the docker container.mp4 62.48 MB
37. Data Copier - Dockerizing the application/7. Copy source data files into container.mp4 22.47 MB
37. Data Copier - Dockerizing the application/8. Add Data Copier container to custom network.mp4 26.94 MB
37. Data Copier - Dockerizing the application/9. Installing OS libraries as part of Docker container.mp4 15.34 MB
38. Data Copier - Using custom Docker Image/1. Using Custom Docker Image - Introduction.mp4 4.99 MB
38. Data Copier - Using custom Docker Image/10. Run application using Docker.mp4 60.25 MB
38. Data Copier - Using custom Docker Image/2. Getting started with docker custom image.mp4 37.18 MB
38. Data Copier - Using custom Docker Image/3. Install OS Modules in custom docker image.mp4 38.02 MB
38. Data Copier - Using custom Docker Image/4. Copying Source Code to Docker Custom Image.mp4 80.98 MB
38. Data Copier - Using custom Docker Image/5. Adding dependencies to the custom image.mp4 28.83 MB
38. Data Copier - Using custom Docker Image/6. Understanding docker custom image build process.mp4 28.21 MB
38. Data Copier - Using custom Docker Image/7. Mounting Data Folders on to Docker Container.mp4 34.69 MB
38. Data Copier - Using custom Docker Image/8. Passing Environment Variables to Docker Container.mp4 68.38 MB
38. Data Copier - Using custom Docker Image/9. Add Data Copier Container to custom network.mp4 42.45 MB
39. Data Copier - Deploy and Validate Application on Remote Server/1. Deploy and Validate Application on Remote Server - Introduction.mp4 9.76 MB
39. Data Copier - Deploy and Validate Application on Remote Server/10. Run and Validate Dockerized Application.mp4 73.58 MB
39. Data Copier - Deploy and Validate Application on Remote Server/2. Push Application Changes to GitHub Repository.mp4 19.28 MB
39. Data Copier - Deploy and Validate Application on Remote Server/3. Requirements to deploy application on Virtual Machine.mp4 28.67 MB
39. Data Copier - Deploy and Validate Application on Remote Server/4. Clone Application on remote machine.mp4 23.48 MB
39. Data Copier - Deploy and Validate Application on Remote Server/5. Setup Data Set for Validation.mp4 24.48 MB
39. Data Copier - Deploy and Validate Application on Remote Server/6. Setup Network and Database Folder for Database using Docker.mp4 30.84 MB
39. Data Copier - Deploy and Validate Application on Remote Server/7. Setup Docker Container for the Database.mp4 66.1 MB
39. Data Copier - Deploy and Validate Application on Remote Server/8. Setup Database and Tables as part of Docker based Database Server.mp4 37.38 MB
39. Data Copier - Deploy and Validate Application on Remote Server/9. Building Custom Docker Image for application.mp4 34.42 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/1. Enable telnet on Windows.mp4 14 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/10. Setup Web Application and access using private ip.mp4 30.23 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/11. Disable Access to Web Application using Public ip.mp4 25.03 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/12. Install sshuttle on Mac using brew.mp4 10.78 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/13. Access Web Application using Private IP using SSH as proxy.mp4 42.94 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/2. Different IP Address Types.mp4 21.7 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/3. Port Numbers associated with Applications or Services.mp4 50.95 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/4. Reverting port for SSH to default port number.mp4 21.16 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/5. Setup Apache2 on Ubuntu.mp4 41.46 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/6. Overview of localhost.mp4 15.94 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/7. Overview of Private IP Address associated with a server.mp4 30.25 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/8. Overview of Public IP Address associated with a server.mp4 38.06 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/9. Setup Web Application and access using local ip.mp4 42.18 MB
40. Setup Hadoop on Single Node Cluster/1. Introduction to Single Node Hadoop Cluster.mp4 16.4 MB
40. Setup Hadoop on Single Node Cluster/2. Setup Prerequisties.mp4 31.43 MB
40. Setup Hadoop on Single Node Cluster/3. Setup Password less login.mp4 17.24 MB
40. Setup Hadoop on Single Node Cluster/4. Download and Install Hadoop.mp4 30.56 MB
40. Setup Hadoop on Single Node Cluster/5. Configure Hadoop HDFS.mp4 47.35 MB
40. Setup Hadoop on Single Node Cluster/6. Start and Validate HDFS.mp4 46.12 MB
40. Setup Hadoop on Single Node Cluster/7. Configure Hadoop YARN.mp4 7.72 MB
40. Setup Hadoop on Single Node Cluster/8. Start and Validate YARN.mp4 14.29 MB
40. Setup Hadoop on Single Node Cluster/9. Managing Single Node Hadoop.mp4 20.23 MB
41. Setup Hive and Spark on Single Node Cluster/1. Setup Data Sets for Practice.mp4 38.95 MB
41. Setup Hive and Spark on Single Node Cluster/10. Validate Jupyter Lab Setup.mp4 67.88 MB
41. Setup Hive and Spark on Single Node Cluster/11. Intergrate Spark 2 with Jupyter Lab.mp4 38.77 MB
41. Setup Hive and Spark on Single Node Cluster/12. Download and Install Spark 3.mp4 14.65 MB
41. Setup Hive and Spark on Single Node Cluster/13. Configure Spark 3.mp4 58.91 MB
41. Setup Hive and Spark on Single Node Cluster/14. Validate Spark 3 using CLIs.mp4 62.49 MB
41. Setup Hive and Spark on Single Node Cluster/15. Intergrate Spark 3 with Jupyter Lab.mp4 25.31 MB
41. Setup Hive and Spark on Single Node Cluster/2. Download and Install Hive.mp4 13.22 MB
41. Setup Hive and Spark on Single Node Cluster/3. Setup Database for Hive Metastore.mp4 53.29 MB
41. Setup Hive and Spark on Single Node Cluster/4. Configure and Setup Hive Metastore.mp4 53.46 MB
41. Setup Hive and Spark on Single Node Cluster/5. Launch and Validate Hive.mp4 36.08 MB
41. Setup Hive and Spark on Single Node Cluster/6. Scripts to Manage Single Node Cluster.mp4 22.37 MB
41. Setup Hive and Spark on Single Node Cluster/7. Download and Install Spark 2.mp4 25.36 MB
41. Setup Hive and Spark on Single Node Cluster/8. Configure Spark 2.mp4 66.77 MB
41. Setup Hive and Spark on Single Node Cluster/9. Validate Spark 2 using CLIs.mp4 66.22 MB
42. Introduction to Hadoop eco system - Overview of HDFS/1. Getting help or usage.mp4 34.51 MB
42. Introduction to Hadoop eco system - Overview of HDFS/10. Getting HDFS Storage Usage.mp4 15.04 MB
42. Introduction to Hadoop eco system - Overview of HDFS/11. USing HDFS Stat Commands.mp4 10.79 MB
42. Introduction to Hadoop eco system - Overview of HDFS/12. HDFS File Permissions.mp4 68.92 MB
42. Introduction to Hadoop eco system - Overview of HDFS/13. Overriding Properties.mp4 42.7 MB
42. Introduction to Hadoop eco system - Overview of HDFS/2. Listing HDFS Files.mp4 41.48 MB
42. Introduction to Hadoop eco system - Overview of HDFS/3. Managing HDFS Directories.mp4 93.79 MB
42. Introduction to Hadoop eco system - Overview of HDFS/4. Copying files from local to HDFS.mp4 102.57 MB
42. Introduction to Hadoop eco system - Overview of HDFS/5. Copying files from HDFS to local.mp4 40.85 MB
42. Introduction to Hadoop eco system - Overview of HDFS/6. Getting Files Metadata.mp4 66.85 MB
42. Introduction to Hadoop eco system - Overview of HDFS/7. Previewing Data in HDFS Files.mp4 36.65 MB
42. Introduction to Hadoop eco system - Overview of HDFS/8. HDFS Block Size.mp4 40.64 MB
42. Introduction to Hadoop eco system - Overview of HDFS/9. HDFS Replication Factor.mp4 57.52 MB
43. Data Engineering using Spark SQL - Getting Started/1. Getting Started - Overview.mp4 9.76 MB
43. Data Engineering using Spark SQL - Getting Started/10. Role of Spark Metastore or Hive Metastore.mp4 27.82 MB
43. Data Engineering using Spark SQL - Getting Started/11. Exercise - Getting Started with Spark SQL.mp4 58.18 MB
43. Data Engineering using Spark SQL - Getting Started/2. Overview of Spark Documentation.mp4 20.83 MB
43. Data Engineering using Spark SQL - Getting Started/3. Launching and using Spark SQL CLI.mp4 29.4 MB
43. Data Engineering using Spark SQL - Getting Started/4. Overview of Spark SQL Properties.mp4 70.11 MB
43. Data Engineering using Spark SQL - Getting Started/5. Running OS Commands using Spark SQL.mp4 24.13 MB
43. Data Engineering using Spark SQL - Getting Started/6. Understanding Warehouse Directory.mp4 30.41 MB
43. Data Engineering using Spark SQL - Getting Started/7. Managing Spark Metastore Databases.mp4 65.63 MB
43. Data Engineering using Spark SQL - Getting Started/8. Managing Spark Metastore Tables.mp4 17.51 MB
43. Data Engineering using Spark SQL - Getting Started/9. Retrieve Metadata of Tables.mp4 15.25 MB
44. Data Engineering using Spark SQL - Basic Transformations/1. Basic Transformations - Introduction.mp4 16.63 MB
44. Data Engineering using Spark SQL - Basic Transformations/10. Sorting Data.mp4 32.16 MB
44. Data Engineering using Spark SQL - Basic Transformations/11. Conclusion - Final Solution.mp4 23.39 MB
44. Data Engineering using Spark SQL - Basic Transformations/2. Spark SQL - Overview.mp4 42.5 MB
44. Data Engineering using Spark SQL - Basic Transformations/3. Define Problem Statement.mp4 19.57 MB
44. Data Engineering using Spark SQL - Basic Transformations/4. Prepare Tables.mp4 34.15 MB
44. Data Engineering using Spark SQL - Basic Transformations/5. Projecting Data.mp4 30.08 MB
44. Data Engineering using Spark SQL - Basic Transformations/6. Filtering Data.mp4 69.94 MB
44. Data Engineering using Spark SQL - Basic Transformations/7. Joining Tables - Inner.mp4 52.84 MB
44. Data Engineering using Spark SQL - Basic Transformations/8. Joining Tables - Outer.mp4 56.2 MB
44. Data Engineering using Spark SQL - Basic Transformations/9. Aggregation Data.mp4 81.3 MB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/1. Introduction.mp4 20.06 MB
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