PYSPARK End to End Developer Course (Spark with Python)

4.65 GB | 33min 2s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
1 Preview the Course.mp4 (8.43 MB)
10 Integrate Python and PySpark.mp4 (8.77 MB)
11 How to debug Python Applications using PyCharm.mp4 (53.65 MB)
2 Minimum Supported VersionsPrerequisites.mp4 (38.9 MB)
3 Java Installation.mp4 (47.23 MB)
4 Python Installation.mp4 (15.81 MB)
5 Spark Installation.mp4 (85.08 MB)
6 Winutils Set up.mp4 (41.75 MB)
7 PyCharm Instalaltion.mp4 (13.38 MB)
8 PyCharm Basics.mp4 (18.47 MB)
9 PyCharm run time arguments.mp4 (11.02 MB)
10 Exercise - Copy Data from HDFS to Local.mp4 (10.87 MB)
11 Exercise - Listing and Sorting Files and Directories.mp4 (14.93 MB)
12 Exercise - Copy data from Local to HDFS.mp4 (44.71 MB)
13 Exercise - Preview Data in HDFS.mp4 (11.42 MB)
14 Exercise - Knowing Statistics in HDFS.mp4 (6.55 MB)
15 Exercise - Knowing Storage in HDFS File System.mp4 (7.57 MB)
16 Exercise - Metadata in HDFS.mp4 (27.61 MB)
17 File Permission in HDFS.mp4 (7.92 MB)
18 Exercise - Update Properties in HDFS.mp4 (33.06 MB)
2 What is HDFS and Why HDFS.mp4 (5.58 MB)
3 HDFS Components and Metadata.mp4 (7.67 MB)
4 HDFS Block and Replication.mp4 (16.26 MB)
5 Rack Awareness.mp4 (3.85 MB)
6 HDFS Read Mechanism Architecture.mp4 (4.51 MB)
7 Exercise HDFS CLI Help Commands.mp4 (7.32 MB)
8 Exercise - Bring Data from GitHub to Local to HDFS.mp4 (9.8 MB)
9 Exercise - Create or Remove Directories in HDFS.mp4 (26.96 MB)
1 Introduction and Installation.mp4 (19.17 MB)
10 Python Datatypes - List Type Part 1.mp4 (17.89 MB)
11 Python Datatypes - List Type Part 2.mp4 (24.07 MB)
12 Python Tuple.mp4 (5.19 MB)
13 Python Set.mp4 (12.24 MB)
14 Python Dictionary.mp4 (18.95 MB)
15 Python Date and Time.mp4 (11.36 MB)
16 Python Conditional Statements (if else ).mp4 (3.73 MB)
17 Python For Loop.mp4 (5.71 MB)
18 Python While Loop.mp4 (3.85 MB)
19 Python User Defined Functions.mp4 (6.76 MB)
2 Main Features of Python.mp4 (5.34 MB)
20 Python Lambda Functions.mp4 (3.92 MB)
21 Python Map Function.mp4 (5.69 MB)
22 Python Filter Function.mp4 (1.99 MB)
23 Python Reduce Function.mp4 (3.46 MB)
24 Python File Handling.mp4 (15.92 MB)
25 Python OOPs Basics Part 1.mp4 (26.23 MB)
26 Python OOPs Basics Part 2.mp4 (17.84 MB)
27 Python OOPs Basics Exercise.mp4 (28.12 MB)
28 Python OOPs Basics class Attributes.mp4 (11.94 MB)
29 Python Special Variable name.mp4 (14.06 MB)
3 Python Basics.mp4 (9.32 MB)
30 Python Environment Variables.mp4 (13.68 MB)
31 Exception Handling.mp4 (31.41 MB)
32 Traceback Exceptions.mp4 (32.4 MB)
34 Logging in Python Introduction.mp4 (15.99 MB)
35 Logging in Python - Integrate with Exception Stack Traces.mp4 (5.71 MB)
36 Logging in Python - Custom Logger.mp4 (29.16 MB)
37 Logging in Python - Using Configuration File.mp4 (45.55 MB)
4 Python Variables.mp4 (5.76 MB)
5 Python Print dir help Commands.mp4 (15.25 MB)
6 Python Operators.mp4 (5.96 MB)
7 Python Modules.mp4 (12.2 MB)
8 Python Datatypes - Numeric Types.mp4 (58.21 MB)
9 Python Datatypes - String Types.mp4 (27.75 MB)
1 Why Spark was developed.mp4 (27.31 MB)
2 What is Spark and its features.mp4 (14.01 MB)
3 Spark Main Components.mp4 (3.6 MB)
1 Introduction to SparkSession.mp4 (15.16 MB)
2 Spark Object and Spark Submit Part 1.mp4 (56.26 MB)
3 Spark Object and Spark Submit Part 2.mp4 (55.92 MB)
4 Spark Object and Spark Submit Part 3.mp4 (18.69 MB)
1 What is RDD, RDD Properties, when to use RDD.mp4 (25.47 MB)
2 RDD Problems.mp4 (6.1 MB)
1 Different Ways to Create RDDs.mp4 (18.54 MB)
1 Transformations - Low Level Part 1.mp4 (65.59 MB)
10 Transformations - Key Aggregations Part 5.mp4 (5.82 MB)
11 Transformations - Sorting.mp4 (17.62 MB)
12 Transformations - Ranking.mp4 (128.26 MB)
13 Transformations - Set.mp4 (17.62 MB)
14 Transformations - Sampling.mp4 (11.9 MB)
15 Transformations - What is Partition Part 1.mp4 (9.04 MB)
16 Transformations - What is Partition Part 2.mp4 (8.58 MB)
17 Transformations - Repartition.mp4 (5.28 MB)
18 Transformations - Repartition and Sort.mp4 (9.16 MB)
19 Transformations - Coalesce.mp4 (7.5 MB)
2 Transformations - Low Level Part 2.mp4 (2.27 MB)
20 Transformations - Repartition Vs Coalesce.mp4 (3.6 MB)
21 Extraction.mp4 (51.23 MB)
22 Note.mp4 (883.71 KB)
3 Transformations - Join Types.mp4 (43.05 MB)
4 Actions - Total Aggregation.mp4 (27.35 MB)
5 Shuffle and Combiner.mp4 (36.38 MB)
6 Transformations - Key Aggregations Part 1.mp4 (26.89 MB)
7 Transformations - Key Aggregations Part 2.mp4 (23.85 MB)
8 Transformations - Key Aggregations Part 3.mp4 (34.65 MB)
9 Transformations - Key Aggregations Part 4.mp4 (12.41 MB)
1 Full Architecture.mp4 (16.35 MB)
2 YARN As Spark Cluster Manager.mp4 (12.97 MB)
3 JVMs across Clusters.mp4 (2.37 MB)
4 Commonly Used Terms in Execution Frame.mp4 (6.82 MB)
5 Narrow and Wide Transformations.mp4 (9.6 MB)
6 DAG Scheduler Part 1.mp4 (8.22 MB)
7 DAG Scheduler Part 2.mp4 (13.54 MB)
8 DAG Scheduler Part 3.mp4 (9.31 MB)
9 Task Scheduler.mp4 (12.76 MB)
1 RDD Persistence.mp4 (38.18 MB)
1 Broadcast Variable.mp4 (17.75 MB)
2 Accumulator Variable.mp4 (18.03 MB)
1 Spark SQL Architecture Part 1.mp4 (4.34 MB)
2 Spark SQL Architecture Part 2.mp4 (4.05 MB)
3 Spark SQL Architecture Part 3.mp4 (22.15 MB)
4 Spark SQL Architecture Part 4.mp4 (10.26 MB)
5 Spark SQL Architecture Part 5.mp4 (22.27 MB)
6 Spark SQL Architecture Part 6.mp4 (8.74 MB)
7 Spark SQL Architecture Part 7.mp4 (6.11 MB)
8 Spark SQL Architecture Part 8.mp4 (2.94 MB)
1 Introduction to SparkSession.mp4 (15.28 MB)
10 conf.mp4 (46.46 MB)
11 udf.mp4 (92.39 MB)
12 read-csv.mp4 (55.99 MB)
13 read-text.mp4 (7.14 MB)
14 read-orc and parquet.mp4 (30.5 MB)
15 read-json.mp4 (14.24 MB)
16 read-avro.mp4 (10.06 MB)
17 read-hive.mp4 (9.49 MB)
18 read-jdbc.mp4 (129.23 MB)
19 Catalog.mp4 (73.2 MB)
2 Spark Object and Spark Submit Part 1.mp4 (56.23 MB)
20 newSession and stop.mp4 (34.57 MB)
3 Spark Object and Spark Submit Part 2.mp4 (55.94 MB)
4 Spark Object and Spark Submit Part 3.mp4 (9.87 MB)
5 Version and Range.mp4 (39.14 MB)
6 createDataFrame.mp4 (29.12 MB)
7 sql.mp4 (15.03 MB)
8 Table.mp4 (10.32 MB)
9 sparkContext.mp4 (1.96 MB)
1 Introduction to DataFrame.mp4 (5.62 MB)
2 DataFrame Features - Distributed.mp4 (8.09 MB)
3 DataFrame Features - Lazy Evaluation.mp4 (12.69 MB)
4 DataFrame Features - Immutability.mp4 (5.4 MB)
5 DataFrame Features - Other Features.mp4 (3.08 MB)
6 Organization.mp4 (55.28 MB)
1 Datatypes Part 1.mp4 (14.1 MB)
2 Datatypes Part 2.mp4 (44.61 MB)
3 Datatypes Part 3.mp4 (12.66 MB)
1 DataFrame Rows.mp4 (23.54 MB)
1 DataFrame Columns Part 1.mp4 (18.51 MB)
2 DataFrame Columns Part 2.mp4 (29.41 MB)
3 DataFrame Columns Part 3.mp4 (54.64 MB)
1 Introduction to Transformations and Extraction.mp4 (2.78 MB)
10 DataFrame APIs Window Part 1.mp4 (91.27 MB)
11 DataFrame APIs Window Part 2.mp4 (52.81 MB)
12 DataFrame APIs Sampling Functions.mp4 (12.13 MB)
13 DataFrame APIs Other Aggregate Functions.mp4 (9.71 MB)
14 DataFrame Built-in Functions Introduction.mp4 (1.44 MB)
15 DataFrame Built-in Functions - New Column Functions.mp4 (29.69 MB)
16 DataFrame Built-in Functions - Column Encryption.mp4 (23.12 MB)
17 DataFrame Built-in Functions - String Functions.mp4 (137.35 MB)
18 DataFrame Built-in Functions - RegExp Functions.mp4 (37.09 MB)
19 DataFrame Built-in Functions - Date Functions.mp4 (101.81 MB)
2 DataFrame APIs Introduction Extraction.mp4 (678.39 KB)
20 DataFrame Built-in Functions - Null Functions.mp4 (8.71 MB)
21 DataFrame Built-in Functions - Collection Functions.mp4 (121.9 MB)
22 DataFrame Built-in Functions - na Functions.mp4 (20.81 MB)
23 DataFrame Built-in Functions - Math and Statistics Functions.mp4 (45.7 MB)
24 DataFrame Built-in Functions - Explode and Flatten Functions.mp4 (50.76 MB)
25 DataFrame Built-in Functions - Formatting Functions.mp4 (14.52 MB)
26 DataFrame Built-in Functions - Json Functions.mp4 (72.29 MB)
27 Need of Repartition and Coalesce.mp4 (42.74 MB)
28 How to Repartition a DataFrame.mp4 (16.86 MB)
29 How to Coalesce a DataFrame.mp4 (15.83 MB)
3 DataFrame APIs Selection.mp4 (32.91 MB)
30 Repartition Vs Coalesce Method of a DataFrame.mp4 (6.18 MB)
31 DataFrame Extraction Introduction.mp4 (1.8 MB)
32 DataFrame Extraction - csv.mp4 (51.4 MB)
33 DataFrame Extraction - text.mp4 (14.77 MB)
34 DataFrame Extraction - Parquet.mp4 (12.23 MB)
35 DataFrame Extraction - orc json.mp4 (6.21 MB)
36 DataFrame Extraction - avro.mp4 (2.82 MB)
37 DataFrame Extraction - hive.mp4 (12.93 MB)
38 DataFrame Extraction - jdbc.mp4 (17.71 MB)
4 DataFrame APIs Filter or Where.mp4 (7.9 MB)
5 DataFrame APIs Sorting.mp4 (16.63 MB)
6 DataFrame APIs Set.mp4 (15.96 MB)
7 DataFrame APIs Join.mp4 (86.94 MB)
8 DataFrame APIs Aggregation.mp4 (29.78 MB)
9 DataFrame APIs GroupBy.mp4 (60.6 MB)
1 Join Strategies 01 Broadcast Join.mp4 (63.89 MB)
10 Configurations in spark-submit.mp4 (10.27 MB)
11 Parallelism Configurations.mp4 (5.67 MB)
12 Memory Management.mp4 (38.69 MB)
2 Join Strategies 02 Shuffle Hash Join.mp4 (13.98 MB)
3 Join Strategies 03 Shuffle Sort Merge Join.mp4 (10.31 MB)
4 Join Strategies 04 Cartesian Product Join.mp4 (5.02 MB)
5 Join Strategies 05 Broadcast Nested Loop Join.mp4 (7.82 MB)
6 Join Strategies 06 Prioritize different Join strategy.mp4 (6.76 MB)
7 Driver Configurations.mp4 (15.02 MB)
8 Executor Configurations Part 1.mp4 (22.13 MB)
9 Executor Configurations Part 2.mp4 (29.93 MB)]
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