12.11 GB | 46min 2s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English
Files Included :
1 What is Big Data and How it Started.mp4 (205.11 MB)
2 Hadoop Architecture, History and Evolution.mp4 (123.06 MB)
3 Data Lake and Lakehouse Architecture.mp4 (51.49 MB)
4 What is Apache Spark.mp4 (56.94 MB)
5 Apache Spark System Architecture.mp4 (73.1 MB)
6 Spark Platform and Development Environment.mp4 (30.85 MB)
7 What is Databricks Cloud.mp4 (61.11 MB)
8 Create your Databricks Free Account.mp4 (31.39 MB)
9 Setup your hands-on environment.mp4 (91.97 MB)
10 Starting Point - Data Engineering, Spark, and Spark Session.mp4 (124.73 MB)
11 Dataframe - A view to Structured data.mp4 (173.29 MB)
12 Dataframe Transformations and Actions.mp4 (189.92 MB)
13 Dataframe Concepts.mp4 (310.75 MB)
14 Exploring Dataframe Transformations.mp4 (53.51 MB)
15 Creating Spark Dataframe.mp4 (309.86 MB)
16 Spark Data Types.mp4 (85.46 MB)
17 Schema on read in Spark.mp4 (378.67 MB)
18 Correcting Data Types.mp4 (370.45 MB)
19 Exploratory analysis and data type conversion.mp4 (486.86 MB)
20 Adding, Removing, and Renaming Columns.mp4 (220.24 MB)
21 Dataframe Column Expressions.mp4 (508.31 MB)
22 Filtering and removing duplicates.mp4 (137.55 MB)
23 Sorting, Limiting and Collecting.mp4 (297.41 MB)
24 Transforming Unstructured data.mp4 (415.29 MB)
25 Transforming data with LLM.mp4 (340.03 MB)
26 Working with Nulls.mp4 (165.98 MB)
27 Working with Numbers.mp4 (297.87 MB)
28 Manipulating Strings.mp4 (335.48 MB)
29 Working with Date.mp4 (316.1 MB)
30 Working with Timestamps.mp4 (168.02 MB)
31 Handling Time Zone Information.mp4 (351.98 MB)
32 Working with Complex Data Types.mp4 (430.27 MB)
33 Working with JSON data.mp4 (151.78 MB)
34 Working with Variant Type.mp4 (243.7 MB)
35 Introduction to Joins in Spark.mp4 (45.21 MB)
36 Inner Joins.mp4 (187.43 MB)
37 Outer Joins.mp4 (245.01 MB)
38 Lateral Join.mp4 (202.71 MB)
39 Other Types of Joins.mp4 (266.96 MB)
40 Simple Aggregation.mp4 (88.56 MB)
41 Grouping Aggregation.mp4 (108.72 MB)
42 Multilevel Aggregation.mp4 (186.06 MB)
43 Windowing Aggregation.mp4 (224.82 MB)
44 User-Defined Functions.mp4 (147.91 MB)
45 Vectorized UDF.mp4 (92.05 MB)
46 User Defined Table Functions.mp4 (113 MB)
47 Unit Testing Spark Code.mp4 (507.86 MB)
48 Setup your Laptop for Spark Development.mp4 (130.6 MB)
49 Developing Spark Application in the IDE.mp4 (113.85 MB)
50 Spark Connect - Remote Cluster Connection from Your IDE.mp4 (147.83 MB)
51 Execution Methods - How to Run Spark Programs.mp4 (24.98 MB)
52 Spark Distributed Processing Model - How your program runs.mp4 (10.62 MB)
53 Spark Execution Modes and Cluster Managers.mp4 (18.12 MB)
54 Summarizing Spark Execution Models - When to use What.mp4 (8.87 MB)
55 Working with PySpark Shell - Demo.mp4 (51.19 MB)
56 Installing Multi-Node Spark Cluster - Demo.mp4 (30.95 MB)
57 Working with Notebooks in Cluster - Demo.mp4 (48.15 MB)
58 Working with Spark Submit - Demo.mp4 (22.49 MB)
59 Creating Spark Project Build Configuration.mp4 (45.5 MB)
60 Configuring Spark Project Application Logs.mp4 (86.63 MB)
61 Creating Spark Session.mp4 (67.08 MB)
62 Configuring Spark Session.mp4 (56.89 MB)
63 Data Frame Introduction.mp4 (45.12 MB)
64 Data Frame Partitions and Executors.mp4 (19.79 MB)
65 Spark Transformations and Actions.mp4 (71.88 MB)
66 Spark Jobs Stages and Task.mp4 (45.23 MB)
67 Understanding your Execution Plan.mp4 (65.08 MB)
68 Project Scope and Background.mp4 (84.68 MB)
69 Data Transformation Requirement.mp4 (78.9 MB)
70 Setup your starter project.mp4 (86.54 MB)
71 Test your starter project.mp4 (41.6 MB)
72 Setup your source control and process.mp4 (205.86 MB)
73 Creating your Project CI CD Pipeline.mp4 (104.06 MB)
74 Develop Code.mp4 (113.07 MB)
75 Write Test Cases.mp4 (260.28 MB)
76 Working with Kafka integration.mp4 (151.13 MB)
77 Estimating resources for your application.mp4 (145.36 MB)
78 Final Word.mp4 (6.99 MB)]
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