Ease With Data

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Learn Data Engineering - Databricks, Spark, Spark Streaming, Data Warehousing etc. all for FREE

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How to Write Efficient Prompts | Prompt Injection Attacks | Chapter 07

How to Write Efficient Prompts | Prompt Injection Attacks | Chapter 07 Ease With Data

402 views - 4 days ago

How Transformers Work - Attention Explained Step by Step | Chapter 06

How Transformers Work - Attention Explained Step by Step | Chapter 06 Ease With Data

1.1K views - 3 weeks ago

How LLMs Understand your Prompts: Tokenization & Embeddings | Chapter 05

How LLMs Understand your Prompts: Tokenization & Embeddings | Chapter 05 Ease With Data

1.2K views - 1 month ago

How Large Language Models (LLMs) Work - Full Explanation | Chapter 04

How Large Language Models (LLMs) Work - Full Explanation | Chapter 04 Ease With Data

1.7K views - 1 month ago

Neural Networks Explained - How They Work & Are Trained | Chapter 03

Neural Networks Explained - How They Work & Are Trained | Chapter 03 Ease With Data

1.7K views - 1 month ago

Machine Learning Explained - END to END | Chapter 02

Machine Learning Explained - END to END | Chapter 02 Ease With Data

3.1K views - 2 months ago

From AI to Agents| Fundamentals of AI | ML | DL | LLM & GenAI | Chapter 01

From AI to Agents| Fundamentals of AI | ML | DL | LLM & GenAI | Chapter 01 Ease With Data

18K views - 2 months ago

GenAI - For Data Engineers Agenda & Introduction | LLM & Agentic AI | LangChain & LangGraph | Claude

GenAI - For Data Engineers Agenda & Introduction | LLM & Agentic AI | LangChain & LangGraph | Claude Ease With Data

8.5K views - 2 months ago

54 Zerobus Ingest Lakeflow Standard Connector | Ingest Streaming data directly into Delta Table

54 Zerobus Ingest Lakeflow Standard Connector | Ingest Streaming data directly into Delta Table Ease With Data

3.3K views - 3 months ago

53 Lakeflow Connect SQL Server Managed Connector | Ingest Data using Databricks native connectors

53 Lakeflow Connect SQL Server Managed Connector | Ingest Data using Databricks native connectors Ease With Data

5.4K views - 4 months ago

52 Lakeflow Spark Declarative Pipelines | New Pipeline Code Editor | AUTO CDC |External Target Sinks

52 Lakeflow Spark Declarative Pipelines | New Pipeline Code Editor | AUTO CDC |External Target Sinks Ease With Data

17K views - 7 months ago

34 Write PySpark Unit Test Cases using PyTest module | Setup PyTest with PySpark

34 Write PySpark Unit Test Cases using PyTest module | Setup PyTest with PySpark Ease With Data

7.5K views - 7 months ago

33 What is Spark Connect? | Spark Connect vs Spark Session | Setup Spark Connect Server with Cluster

33 What is Spark Connect? | Spark Connect vs Spark Session | Setup Spark Connect Server with Cluster Ease With Data

4.5K views - 7 months ago

04_2 - Setup PySpark in Local Machine with Jupyter Lab | PySpark Local Machine Setup

04_2 - Setup PySpark in Local Machine with Jupyter Lab | PySpark Local Machine Setup Ease With Data

46K views - 7 months ago

Q&A on Data Engineering Interviews and Career - Episode 01

Q&A on Data Engineering Interviews and Career - Episode 01 Ease With Data

2.7K views - 8 months ago

51 Setup Azure DevOps Pipeline with Databricks Asset Bundles (DABs) | Complete CICD Process

51 Setup Azure DevOps Pipeline with Databricks Asset Bundles (DABs) | Complete CICD Process Ease With Data

17K views - 11 months ago

50 Databricks Asset Bundles | Configure Production grade DABs | CICD using DABs (IAC)

50 Databricks Asset Bundles | Configure Production grade DABs | CICD using DABs (IAC) Ease With Data

34K views - 11 months ago

49 Databricks CLI | Install and Authenticate Databricks CLI | U2M and M2M Authentication

49 Databricks CLI | Install and Authenticate Databricks CLI | U2M and M2M Authentication Ease With Data

10K views - 11 months ago

48 Databricks GIT Folders | Configure GIT repository with Databricks using Azure DevOps Repo

48 Databricks GIT Folders | Configure GIT repository with Databricks using Azure DevOps Repo Ease With Data

20K views - 11 months ago

47 AIBI Genie Space in Databricks | Use Natural Language to Query data

47 AIBI Genie Space in Databricks | Use Natural Language to Query data Ease With Data

10K views - 11 months ago

46 AIBI Dashboards & Visualizations | Consumer Access in Databricks | Forecasting Reports

46 AIBI Dashboards & Visualizations | Consumer Access in Databricks | Forecasting Reports Ease With Data

7.1K views - 11 months ago

45 Metric Views in Databricks Unity Catalog | Design Semantic Model | Measures and Attributes

45 Metric Views in Databricks Unity Catalog | Design Semantic Model | Measures and Attributes Ease With Data

12K views - 1 year ago

44 Databricks SQL Alerts | Configure Alert Schedule and Destinations

44 Databricks SQL Alerts | Configure Alert Schedule and Destinations Ease With Data

9.6K views - 1 year ago

43 Lakehouse Federation or Query Federation in Databricks | Query External Database |Foreign Catalog

43 Lakehouse Federation or Query Federation in Databricks | Query External Database |Foreign Catalog Ease With Data

9.4K views - 1 year ago

42 Streaming Tables and Materialized Views in DBSQL | Background Working | Schedule data Refresh

42 Streaming Tables and Materialized Views in DBSQL | Background Working | Schedule data Refresh Ease With Data

10K views - 1 year ago

41 Data Warehousing using DBSQL | SQL Warehouses on Databricks | SQL Query Performance Tuning

41 Data Warehousing using DBSQL | SQL Warehouses on Databricks | SQL Query Performance Tuning Ease With Data

10K views - 1 year ago

40 Serverless Compute for Notebooks, Jobs, DLT, ML and Warehouses | Architecture of Serverless

40 Serverless Compute for Notebooks, Jobs, DLT, ML and Warehouses | Architecture of Serverless Ease With Data

12K views - 1 year ago

39 Delta Sharing in Databricks | Databricks Express Edition | Share Data outside your Organization

39 Delta Sharing in Databricks | Databricks Express Edition | Share Data outside your Organization Ease With Data

18K views - 1 year ago

38 Workspace Catalog Binding in Unity Catalog in Databricks | Limit Catalog Access | Share Catalog

38 Workspace Catalog Binding in Unity Catalog in Databricks | Limit Catalog Access | Share Catalog Ease With Data

1 year ago

37 Column Level Masking in UC | Mask Sensitive Column in Unity Catalog table using Column Masking

37 Column Level Masking in UC | Mask Sensitive Column in Unity Catalog table using Column Masking Ease With Data

13K views - 1 year ago

36 Row Level Filters in UC | Filter Sensitive Data in Unity Catalog table using Row Level Security

36 Row Level Filters in UC | Filter Sensitive Data in Unity Catalog table using Row Level Security Ease With Data

14K views - 1 year ago

35 Functions in Unity Catalog using Databricks SQL | SCALAR and TABLE User Defined Functions

35 Functions in Unity Catalog using Databricks SQL | SCALAR and TABLE User Defined Functions Ease With Data

11K views - 1 year ago

34 Object Level Security or Permissions in Unity Catalog | Manage Object Privileges in Unity Catalog

34 Object Level Security or Permissions in Unity Catalog | Manage Object Privileges in Unity Catalog Ease With Data

13K views - 1 year ago

32 Spark Memory Management | Why OOM Errors in Spark | Spark Unified Memory | Storage/Execution Mem

32 Spark Memory Management | Why OOM Errors in Spark | Spark Unified Memory | Storage/Execution Mem Ease With Data

24K views - 1 year ago

33 User Management in Databricks | How to add Users, Service Principal & Groups in Unity Catalog

33 User Management in Databricks | How to add Users, Service Principal & Groups in Unity Catalog Ease With Data

21K views - 1 year ago

32 Databricks Secret Management & Secret Scopes | Save secrets in Databricks |Use of Azure Key Vault

32 Databricks Secret Management & Secret Scopes | Save secrets in Databricks |Use of Azure Key Vault Ease With Data

21K views - 1 year ago

31 DLT Truncate Load Source | Workflow File Arrival Triggers | Full Refresh | Schedule DLT pipelines

31 DLT Truncate Load Source | Workflow File Arrival Triggers | Full Refresh | Schedule DLT pipelines Ease With Data

12K views - 1 year ago

PySpark Full Course | Basic to Advanced Optimization with Spark UI PySpark Training | Spark Tutorial

PySpark Full Course | Basic to Advanced Optimization with Spark UI PySpark Training | Spark Tutorial Ease With Data

84K views - 1 year ago

30 DLT Data Quality & Expectations | Monitor DLT pipeline using SQL | Define DQ rule |Observability

30 DLT Data Quality & Expectations | Monitor DLT pipeline using SQL | Define DQ rule |Observability Ease With Data

17K views - 1 year ago

29 DLT SCD2 & SCD1 table | Apply Changes | CDC | Back loading SCD2 table | Delete/Truncate SCD table

29 DLT SCD2 & SCD1 table | Apply Changes | CDC | Back loading SCD2 table | Delete/Truncate SCD table Ease With Data

1 year ago

28 DLT Append Flow(Union) & Autoloader | Pass parameter in DLT pipeline |Generate tables dynamically

28 DLT Append Flow(Union) & Autoloader | Pass parameter in DLT pipeline |Generate tables dynamically Ease With Data

22K views - 1 year ago

27 DLT Internals & Incremental load | DLT Part 2 | Add or Modify columns| Rename table| Data Lineage

27 DLT Internals & Incremental load | DLT Part 2 | Add or Modify columns| Rename table| Data Lineage Ease With Data

25K views - 1 year ago

26 DLT aka Delta Live Tables | DLT Part 1 | Streaming Tables & Materialized Views in DLT pipeline

26 DLT aka Delta Live Tables | DLT Part 1 | Streaming Tables & Materialized Views in DLT pipeline Ease With Data

71K views - 1 year ago

25 Medallion Architecture in Data Lakehouse | Use of Bronze, Silver & Gold Layers

25 Medallion Architecture in Data Lakehouse | Use of Bronze, Silver & Gold Layers Ease With Data

38K views - 1 year ago

24 Auto Loader in Databricks | AutoLoader Schema Evolution Modes | File Detection Mode in AutoLoader

24 Auto Loader in Databricks | AutoLoader Schema Evolution Modes | File Detection Mode in AutoLoader Ease With Data

48K views - 1 year ago

23 Databricks COPY INTO command | COPY INTO Metadata | Idempotent Pipeline | Exactly Once processing

23 Databricks COPY INTO command | COPY INTO Metadata | Idempotent Pipeline | Exactly Once processing Ease With Data

23K views - 1 year ago

22 Workflows, Jobs & Tasks | Pass Values within Tasks | If Else Cond | For Each Loop & Re-Run Jobs

22 Workflows, Jobs & Tasks | Pass Values within Tasks | If Else Cond | For Each Loop & Re-Run Jobs Ease With Data

40K views - 1 year ago

21 Custom Cluster Policy in Databricks | Create Instance Pools | Warm Instance Pool

21 Custom Cluster Policy in Databricks | Create Instance Pools | Warm Instance Pool Ease With Data

1 year ago

20 Databricks Computes - All Purpose & Job | Access Modes | Cluster Policies | Cluster Permissions

20 Databricks Computes - All Purpose & Job | Access Modes | Cluster Policies | Cluster Permissions Ease With Data

28K views - 1 year ago

19 Orchestrating Notebook Jobs, Schedules using Parameters | Run Notebook from another Notebook

19 Orchestrating Notebook Jobs, Schedules using Parameters | Run Notebook from another Notebook Ease With Data

28K views - 1 year ago

18 DBUTILS command | Databricks Utilities | Create Widgets in Databricks Notebooks |DBUTILS FS usage

18 DBUTILS command | Databricks Utilities | Create Widgets in Databricks Notebooks |DBUTILS FS usage Ease With Data

23K views - 1 year ago

31 Delta Tables - Deletion Vectors and Liquid Clustering | Optimize Delta Tables | Delta Clustering

31 Delta Tables - Deletion Vectors and Liquid Clustering | Optimize Delta Tables | Delta Clustering Ease With Data

15K views - 1 year ago

17 Volumes - Managed & External in Databricks | Volumes in Databricks Unity Catalog |Files in Volume

17 Volumes - Managed & External in Databricks | Volumes in Databricks Unity Catalog |Files in Volume Ease With Data

29K views - 1 year ago

16 Delta Tables Liquid Clustering and Deletion Vectors | Optimize Delta Tables | Delta Clustering

16 Delta Tables Liquid Clustering and Deletion Vectors | Optimize Delta Tables | Delta Clustering Ease With Data

34K views - 1 year ago

15 Delta Tables MERGE and UPSERTS | SCD1 in Delta | Soft Delete with Incremental data using Merge

15 Delta Tables MERGE and UPSERTS | SCD1 in Delta | Soft Delete with Incremental data using Merge Ease With Data

32K views - 1 year ago

14 Delta Tables Deep & Shallow Clones | Temporary & Permanent Views | List Catalog, Schemas & Tables

14 Delta Tables Deep & Shallow Clones | Temporary & Permanent Views | List Catalog, Schemas & Tables Ease With Data

45K views - 1 year ago

13 Managed & External Tables in Unity Catalog vs Legacy Hive Metastore | UNDROP Tables in Databricks

13 Managed & External Tables in Unity Catalog vs Legacy Hive Metastore | UNDROP Tables in Databricks Ease With Data

35K views - 1 year ago

12 Schemas with External Location in Unity Catalog | Managed Table data Location in Unity Catalog

12 Schemas with External Location in Unity Catalog | Managed Table data Location in Unity Catalog Ease With Data

41K views - 1 year ago

11 Catalog, External Location & Storage Credentials in Unity Catalog |Catalog with External Location

11 Catalog, External Location & Storage Credentials in Unity Catalog |Catalog with External Location Ease With Data

62K views - 1 year ago

10 Enable Unity Catalog and Setup Metastore | How to setup Unity Catalog for Databricks Workspace

10 Enable Unity Catalog and Setup Metastore | How to setup Unity Catalog for Databricks Workspace Ease With Data

71K views - 1 year ago