Agenda

dataMinds Connect 2020 — October 13th

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Please be aware that the schedule is subject to changes, and should be revisited prior to attending the event.

Tuesday, 10/13/2020

Data Administration Developer Go To Cloud Business Analytics Power BI AI Newcomer Expert

8:30am

Plenary
8:30 AM — 15 min

Welcome

8:45am

Data Administration
8:45 AM — 60 min

SQL 2019 on Containers for Developers and DBA

  • 300 - Experienced
  • SQL
  • Azure Container Registry
  • Docker
Developer
8:45 AM — 60 min

Using Azure Functions and durable Entities for data processing

  • 300 - Experienced
  • SQL
  • ETL
  • C#
  • Azure Functions
Go To Cloud
8:45 AM — 60 min

Azure 101

  • 100 - Introductory and Overview
  • Cloud
  • Azure SQL DB
Business Analytics
8:45 AM — 60 min

Real Time analytics with Azure IoT and Databricks

  • 300 - Experienced
  • IoT
  • Azure Databricks
Power BI
8:45 AM — 60 min

Connecting the dots: CDM and Power BI architectures

  • 100 - Introductory and Overview
AI
8:45 AM — 60 min

Azure AutoML the Next Generation of Machine Learning

  • 300 - Experienced
  • Python
  • AI
  • Data Science
  • Azure Machine Learning
Newcomer
8:45 AM — 60 min

Infrastructure-as-Code for your Data Solution in Azure: Terraform & ARM

  • 300 - Experienced
  • Data Architecture
  • Data Engineering
  • CI/CD
Expert
8:45 AM — 60 min

Business Analysis with T-SQL

  • 500 - Guru
  • SQL
  • Data Analysis
  • Data Science
  • Advanced Analytics
  • T-SQL

9:45am

Plenary
9:45 AM — 15 min

Break

10:00am

Data Administration
10:00 AM — 60 min

Distributed Availability Groups in SQL 2019

  • 300 - Experienced
  • SQL
Developer
10:00 AM — 60 min

Explore a world of data and give some kudos to Kusto

  • 200 - Intermediate
  • Data Analysis
Go To Cloud
10:00 AM — 60 min

SAS & Azure

  • 200 - Intermediate
  • Cloud
  • Data Architecture
  • Data Governance
  • Data Analysis
  • AI
Business Analytics
10:00 AM — 60 min

Continuous Integration for the BI Developer

  • 200 - Intermediate
  • SQL
  • SSIS
  • DevOps
  • Test Driven Development
  • Automation
  • T-SQL
  • CI/CD
  • Best Practices
Power BI
10:00 AM — 60 min

Deceptive DAX

  • 300 - Experienced
  • Power BI
  • DAX
AI
10:00 AM — 60 min

High-level framework for analyzing model explainability and algorithmic fairness

  • 200 - Intermediate
  • Python
  • Data Science
  • Azure Machine Learning
Newcomer
10:00 AM — 60 min

From dev to DBA lessons learned

  • 100 - Introductory and Overview
  • SQL
  • Performance Tuning
Expert
10:00 AM — 60 min

Debugging without debugger: investigating SQL Server's internal structures

  • 9001 - Over Nine Thousand!
  • Execution Plans

11:00am

Plenary
11:00 AM — 15 min

Break

11:15am

Data Administration
11:15 AM — 60 min

Chaos Engineering for SQL Server

  • 100 - Introductory and Overview
  • SQL
  • Data Architecture
  • Database Development
  • Data Engineering
  • Soft Skills
Developer
11:15 AM — 60 min

Maintain a Database Project, and Continuous Delivery using Microsoft Data Tools in practical terms

  • 200 - Intermediate
  • SQL
  • Database Development
  • CI/CD
  • Best Practices
Go To Cloud
11:15 AM — 60 min

The Enterprise Cloud Journey Learning Curve

  • 200 - Intermediate
  • Cloud
  • Data Architecture
  • Data Governance
  • Automation
  • Functional Skills
Business Analytics
11:15 AM — 60 min

How Databricks Delta overcomes your Data Lake challenges

  • 200 - Intermediate
  • Azure Databricks
  • Big Data
  • Spark
  • Azure Data Lake
Power BI
11:15 AM — 60 min

Manage your Power BI resources with the Power BI CLI

  • 300 - Experienced
  • Power BI
  • Automation
  • CI/CD
AI
11:15 AM — 60 min

Creating a photorealistic avatar using generative adversarial networks

  • 200 - Intermediate
  • Python
  • AI
Newcomer
11:15 AM — 60 min

Find and Seek: Leveraging visual & functional best practices for actionable Power BI reports

  • 300 - Experienced
  • Power BI
  • Data Analysis
  • Data Visualisation
  • Power Query
  • DAX
  • Soft Skills
Expert
11:15 AM — 60 min

DAX - Time Series Analysis, Sequences, and some other fancy stuff

  • 500 - Guru
  • Power BI
  • DAX

12:15pm

Plenary
12:15 PM — 60 min

Lunch Break

1:15pm

Data Administration
1:15 PM — 60 min

SQL Server and Network Security

  • 300 - Experienced
  • Security
Developer
1:15 PM — 60 min

Single Statement, Many Changes: How One Statement Can Modify Multiple Tables

  • 200 - Intermediate
  • SQL
  • Performance Tuning
  • Database Development
  • T-SQL
Go To Cloud
1:15 PM — 60 min

Migrating SSIS to the Cloud

  • 200 - Intermediate
  • SSIS
  • Cloud
  • Azure Data Factory
Business Analytics
1:15 PM — 60 min

Creating a Metadata Driven Orchestration Framework in Azure

  • 300 - Experienced
  • Azure Data Factory
  • Azure SQL DB
  • Azure Functions
Power BI
1:15 PM — 60 min

Power BI security deep dive

  • 300 - Experienced
AI
1:15 PM — 60 min

Developing an emotion capturing app with Python on Azure

  • 200 - Intermediate
  • Cloud
  • Cognitive Services
  • AI
  • Azure Cosmos DB
Newcomer
1:15 PM — 60 min

Keep track of your data pipelines in Azure Data Factory with CI/CD

  • 200 - Intermediate
  • DevOps
  • DataOps
  • Azure Data Factory
  • Azure SQL DB
  • CI/CD
Expert
1:15 PM — 60 min

Latches, Spinlocks, and Lock Free Data Structures

  • 400 - Advanced/Expert

2:15pm

Plenary
2:15 PM — 15 min

Break

2:30pm

Data Administration
2:30 PM — 60 min

Five steps to solving any architecture problem on Azure

  • 200 - Intermediate
  • Functional Skills
Developer
2:30 PM — 60 min

Defeating Parameter Sniffing With Dynamic SQL

  • 300 - Experienced
  • SQL
  • Performance Tuning
  • Execution Plans
  • Indexing
  • Database Development
  • T-SQL
Go To Cloud
2:30 PM — 60 min

A dive into Azure Synapse Analytics

  • 200 - Intermediate
  • SQL
  • Power BI
  • Azure SQL Data Warehouse
  • Azure Data Factory
  • Azure Machine Learning
  • Azure Data Lake
Business Analytics
2:30 PM — 60 min

The Untruthful Art - Five Ways of Misrepresenting Data

  • 200 - Intermediate
Power BI
2:30 PM — 60 min

Do You Speak English? Localized Reports with Power BI

  • 300 - Experienced
  • Power BI
  • Cognitive Services
  • Power Query
  • DAX
  • Data Modelling
AI
2:30 PM — 60 min

Taking Models to the Next Level with Azure Machine Learning

  • 300 - Experienced
Newcomer
2:30 PM — 60 min

Categorical Data Encoding for Regression Models

  • 200 - Intermediate
  • Python
  • Azure Machine Learning
Expert
2:30 PM — 60 min

Interpret-Text: Building trust and power with explainability

  • 400 - Advanced/Expert
  • Python
  • AI

3:30pm

Plenary
3:30 PM — 15 min

Break

3:45pm

Data Administration
3:45 PM — 60 min

Notebooks for Triage and Incident Response: A Tale of DBA Heroism

  • 200 - Intermediate
  • SQL
  • DevOps
  • Azure SQL DB
Developer
3:45 PM — 60 min

Query Tuning Internals for the Advanced SQL Developer

  • 400 - Advanced/Expert
  • SQL
  • Execution Plans
  • Database Development
Go To Cloud
3:45 PM — 60 min

Azure Arc Data Services Fundamentals

  • 300 - Experienced
  • SQL
  • Cloud
  • Kubernetes
Business Analytics
3:45 PM — 60 min

Azure Synapse SQL Pools : Everything you need to know / Tips and Tricks

  • 300 - Experienced
Power BI
3:45 PM — 60 min

Top 10 Essential Actions for Governing Power BI

  • 200 - Intermediate
  • Power BI
  • Data Governance
  • Best Practices
AI
3:45 PM — 60 min

Using Azure ML to disrupt quality inspection with deep neural networks

  • 300 - Experienced
  • Python
  • AI
  • Automation
  • Data Science
  • Azure Machine Learning
Newcomer
3:45 PM — 60 min

First Impressions: Unsupervised Learning for Customer Segmentation

  • 200 - Intermediate
  • Python
  • Data Analysis
  • Data Science
  • Advanced Analytics
Expert
3:45 PM — 60 min

Databricks, DeltaLake and You

  • 400 - Advanced/Expert

4:45pm

Plenary
4:45 PM — 15 min

Break

5:00pm

Plenary
5:00 PM — 45 min

Unlocking the power of data

  • 200 - Intermediate
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