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_config.yml

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@@ -5,6 +5,9 @@ name: DataTalks.Club
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twitter: '@DataTalksClub'
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permalink: /blog/:title.html
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kramdown:
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parse_block_html: true
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exclude:
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- Gemfile
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- Gemfile.lock

_posts/2023-08-17-machine-learning-zoomcamp.md

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@@ -51,7 +51,7 @@ Machine Learning Zoomcamp is a comprehensive, free four-month course that takes
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> Explore more [free courses at DataTalks.Club](https://datatalks.club/blog/guide-to-free-online-courses-at-datatalks-club.html){:target="_blank"}.
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## Comprehensive Course Curriculum
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## Course Curriculum
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The course is divided into two main parts, carefully designed to build both your theoretical knowledge and practical skills.
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_posts/2024-04-11-guide-to-free-online-courses-at-datatalks-club.md

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<figcaption>Technologies used in the Machine Learning Zoomcamp</figcaption>
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[Machine Learning Zoomcamp](#machine-learning-zoomcamp) is a free 4-month course teaching machine learning engineering. You'll learn Python ML basics through to production deployment, build real projects, and join a supportive community. Next cohort starts September 2025.
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[Machine Learning Zoomcamp](https://datatalks.club/blog/machine-learning-zoomcamp.html) is a free 4-month course teaching machine learning engineering. You'll learn Python ML basics through to production deployment, build real projects, and join a supportive community. Next cohort starts September 2025.
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### Prerequisites
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Technologies you'll learn:
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- **Infrastructure:** Docker, PostgreSQL, Google Cloud Platform (GCP), Terraform
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- **Orchestration:** Mage.AI, Google Cloud Storage
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- **Data Warehousing:** BigQuery, SQL
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- **Analytics:** dbt, Looker Studio
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- **Processing:** Apache Spark, Spark SQL
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- **Streaming:** Apache Kafka, KSQL, Faust
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- **Programming:** Python, SQL
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- Docker
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- Postgres
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- BigQuery
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- dbt
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- Apache Spark
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- Apache Kafka
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<div style="text-align: center; margin: 2em 0;">
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<div style="display: inline-block; background: #28a745; padding: 0.5em 2em; border-radius: 8px; box-shadow: 0 4px 6px rgba(50, 50, 93, 0.11), 0 1px 3px rgba(0, 0, 0, 0.08); transition: all 0.15s ease;">
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Technologies you'll learn:
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- Python
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- Docker
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- OpenAI API
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- LangChain
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- Hugging Face
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- Ollama
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- Elasticsearch
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- Qdrant
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- dlt
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- Streamlit
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- MLFlow
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- Flask
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- AWS
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- Mage
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- Evidently AI
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<div style="text-align: center; margin: 2em 0;">
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<div style="display: inline-block; background: #28a745; padding: 0.5em 2em; border-radius: 8px; box-shadow: 0 4px 6px rgba(50, 50, 93, 0.11), 0 1px 3px rgba(0, 0, 0, 0.08); transition: all 0.15s ease;">

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