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Schedule

October 17. Online
1. Starts at 00:00
  - Watch recording
    SmartData 2022 Opening
    Maksim Statsenko
    Yandex
    Alexey Fyodorov
    JUG Ru Group
    In Russian
2. Starts at 00:00
  - Watch recording
    Change the unchangeable. Experience rolling mutations onto HDFS data with Spark
    Nikita Blagodarnyi
    Center for Research in Perspective Technologies
    In RussianComplexity -
    DBMS and Big Data Storage
  - Watch recording
    Your own ETL tool—it's real
    Mikhail Ivanov
    Tinkoff
    In RussianComplexity -
    Architecture of Data Platforms
  - Watch recording
    The metadata processor for data gathering and analysis
    Alexander Nozik
    MIPT
    In RussianComplexity -
    Architecture of Data Platforms
3. Starts at 00:00
  - Watch recording
    Interview with Evgeny Ermakov
    Evgeny Ermakov
    Toloka Ai Inc
    Maksim Statsenko
    Yandex
    Alexey Fyodorov
    JUG Ru Group
    In Russian
4. Starts at 00:00
  - Watch recording
    Organizing streaming data processing for Big Data
    Evgeny Nenakhov
    МТS Digital
    In Russian
    Architecture of Data Platforms
5. Starts at 00:00
  - Watch recording
    Evolution of ETL-tools by the example of a single Big Data
    Sattar Gulmamedov
    MTS Digital
    Maxim Martynov
    MTS Digital
    In RussianComplexity -
    Architecture of Data Platforms
  - Watch recording
    Data Vault on Greenplum with DBT
    Mark Poroshin
    Smart Prediction Technologies
    In RussianComplexity -
    Architecture of Data Platforms
  - Watch recording
    Using Pentaho DI
    Konstantin Sergeev
    SMP Bank
    In RussianComplexity -
    Data Processing
6. Starts at 00:00
  - Watch recording
    SmartDataCoffee
    Igor Mosyagin
    Klarna
    Evgeny Ermakov
    Toloka Ai Inc
    Dina Safina
    Ozon Fintech
    Ivan Kanashov
    Tinkoff
    Alexander Andreychenko
    Roche
    Maksim Statsenko
    Yandex
    In Russian
7. Starts at 00:00
  - Watch recording
    Digital solution for analyzing the quality of incoming scrap metal
    Dmitry Kuzin
    Axenix
    In Russian
8. Starts at 00:00
  - Watch recording
    How to build a data lineage. Overview of solutions and our team's experience
    Dmitry Zuev
    Tinkoff
    In RussianComplexity -
    Data Governance
  - Watch recording
    The story of how Toloka Ai migrated to Modern Data Stack
    Evgeny Ermakov
    Toloka Ai Inc
    Leonid Kozhinov
    Toloka AI Inc
    In RussianComplexity -
    Architecture of Data Platforms
  - Watch recording
    Data Engineering at Microsoft
    Dmitry Anoshin
    Microsoft
    In RussianComplexity -
    Architecture of Data Platforms
October 18. Online
1. Starts at 00:00
  - Watch recording
    Opening
    Maksim Statsenko
    Yandex
    Nikolay Markov
    Aligned Research Group
    In Russian
2. Starts at 00:00
  - Watch recording
    What is a Data Mesh and examples of implementation
    Aleksandr Ermakov
    Arenadata
    In RussianComplexity -
    Architecture of Data Platforms
  - Watch recording
    Big data is a big responsibility. Experience in data leakage protection for analytical systems
    Alexey Artemov
    Schwarz group
    In RussianComplexity -
    Data Governance
  - Watch recording
    How we let users build their ETL
    Alexey Polyansky
    Tinkoff
    In RussianComplexity -
    Data Processing
3. Starts at 00:00
  - Watch recording
    Import substitution of BI solutions. Is everything very bad?
    Natalia Sumtsova
    Axenix
    Anastasia Ostapenko
    Axenix
    In Russian
4. Starts at 00:00
  - Watch recording
    Quiz "Our Game"
    Igor Mosyagin
    Klarna
    Semyon Osipov
    Gett
    Anna Chuvilina
    Yandex
    Alexander Shorin
    Sber
    Maksim Statsenko
    Yandex
    Nikolay Markov
    Aligned Research Group
    In Russian
5. Starts at 00:00
  - Watch recording
    Data Engineering in SM Lab
    Alexander Salkov
    SM Lab
    In Russian
6. Starts at 00:00
  - Watch recording
    How does Product Design affect the development of ETL platform
    Dmitry Zuev
    Tinkoff
    Diana Udartseva
    Tinkoff
    In RussianComplexity -
    Other
  - Watch recording
    How Data Modeling improves data and report quality and reduces requirements for analyst experience
    Olga Tatarinova
    AGIMA.AI
    Alexey Makhotkin
    MinimalModeling.com
    In RussianComplexity -
    Architecture of Data Platforms
7. Starts at 00:00
  - Watch recording
    Development of internal DE-tools: how to make them used by more than one person
    Alexey Perminov
    МТS Digital
    Daniil Potapov
    МТS Digital, Big Data
    Maxim Bartenev
    МТS Digital
    In Russian
8. Starts at 00:00
  - Watch recording
    Interview with Alexander Ermakov
    Aleksandr Ermakov
    Arenadata
    Maksim Statsenko
    Yandex
    Nikolay Markov
    Aligned Research Group
    In Russian
9. Starts at 00:00
  - Watch recording
    Atypical use of Kafka
    Sergey Storozhenko
    SM Lab
    In Russian
10. Starts at 00:00
  - Watch recording
    DWH is in production, but now what? Making your DWH users happier
    Igor Mosyagin
    Klarna
    In RussianComplexity -
    Data Governance
  - Watch recording
    The many faces of pandas
    Pavel Filonov
    Independent consultant
    In RussianComplexity -
    Data Processing
  - Watch recording
    Variety of requirements to Data Warehouse. How to talk to the customer and cover all important issues
    Artem Daineko
    Aviasales
    In Russian
    Data Governance
11. Starts at 00:00
  - Watch recording
    Summing up online SmartData 2022
    Maksim Statsenko
    Yandex
    Nikolay Markov
    Aligned Research Group
    Maria Lavrova
    JUG Ru Group
    In Russian
October 29. Offline + online
1. Starts at 00:00
  - Watch recording
    In-person Opening SmartData 2022
    Nikolay Markov
    Aligned Research Group
    Alexey Fyodorov
    JUG Ru Group
    In Russian
2. Starts at 00:00
  - Watch recording
    100 billion messages in Kafka: load and forget
    Denis Efarov
    Odnoklassniki
    In RussianComplexity -
    Data Processing
  - Watch recording
    Love and hate Prefect 2.0 after Apache Airflow
    Iuliia Volkova
    Independent consultant
    In RussianComplexity -
    Data Processing
3. Starts at 00:00
  - Watch recording
    Interview with Andrei Kuznetsov and Mikhail Maryufich, Odnoklassniki
    Mikhail Maryufich
    Odnoklassniki
    Andrey Kuznetsov
    Odnoklassniki
    Alexey Fyodorov
    JUG Ru Group
    In RussianActivity takes place online
4. Starts at 00:00
  - Watch recording
    Path to the data model for the daily update of the past 100 days
    Maksim Statsenko
    Yandex
    Tatyana Kolmakova
    Yandex
    In RussianComplexity -
    Architecture of Data Platforms
  - Watch recording
    Ingest layer of the data platform: mix but do not shake
    Oleg Kochergin
    SberHealth
    In RussianComplexity -
    Data Processing
5. Starts at 00:00
  - Watch recording
    Interview with Vasiliy Kutsenko, Pochtatech
    Vasily Kutsenko
    Pochta.Tech
    Nikolay Markov
    Aligned Research Group
    In RussianActivity takes place online
6. Starts at 00:00
  - Watch recording
    How SQL queries are executed in Presto/Trino
    Vladimir Ozerov
    Querify Labs
    In RussianComplexity -
    DBMS and Big Data Storage
  - Watch recording
    Distributed high-loaded feature store OK
    Andrey Kuznetsov
    Оdnoklassniki
    In RussianComplexity -
    Architecture of Data Platforms
7. Starts at 00:00
  - Watch recording
    Interview with Maxim Statsenko and Tatiana Kolmakova, Yandex
    Maksim Statsenko
    Yandex
    Tatyana Kolmakova
    Yandex
    Nikolay Markov
    Aligned Research Group
    In RussianActivity takes place online
8. Starts at 00:00
  - Watch recording
    Automated Spark application tuning
    Valeriia Dymbitskaia
    oneFactor
    In RussianComplexity -
    Data Processing
  - Watch recording
    NiFi scripts as an element of Less Code ETL
    Bronislav Zhitnikov
    Tinkoff
    In RussianComplexity -
    Data Processing
9. Starts at 00:00
  - Watch recording
    Interview with Denis Efarov and Sergey Mikhalev, Odnoklassniki
    Denis Efarov
    Odnoklassniki
    Sergey Mikhalev
    Odnoklassniki
    Alexey Fyodorov
    JUG Ru Group
    In RussianActivity takes place online
10. Starts at 00:00
  - Watch recording
    Reliable and scalable data pipelines at OK
    Mikhail Maryufich
    Odnoklassniki
    In RussianComplexity -
    Architecture of Data Platforms
  - Watch recording
    Using the GrowthBook platform to manage ML experiments
    Valentin Panovskiy
    more.tv
    In RussianComplexity -
    MLOps / DevOps
11. Starts at 00:00
  - Watch recording
    Interview with Bronislav Zhitnikov, Tinkoff
    Bronislav Zhitnikov
    Tinkoff
    Maksim Statsenko
    Yandex
    In RussianActivity takes place online
12. Starts at 00:00
  - Watch recording
    What is DevOps in the world of data warehousing?
    Vasily Kutsenko
    Pochta.Tech
    In RussianComplexity -
    MLOps / DevOps
  - Watch recording
    How to load everything in the data catalog and not to die
    Ivan Kanashov
    Tinkoff
    In RussianComplexity -
    Data Governance
13. Starts at 00:00
  - Watch recording
    Interview with Valentin Panovsky, more.tv
    Valentin Panovskiy
    more.tv
    Maksim Statsenko
    Yandex
    In RussianActivity takes place online
14. Starts at 00:00
  - Watch recording
    Recovering a distributed database after a crash
    Anton Vinogradov
    Apache Software Foundation
    In RussianComplexity -
    DBMS and Big Data Storage
15. Starts at 00:00
  - Watch recording
    SmartData 2022 Conference Closing
    Maksim Statsenko
    Yandex
    Alexey Fyodorov
    JUG Ru Group
    In Russian