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Data Quality Fundamentals

2022 O'Reilly Media, Inc.

- Build more trustworthy and reliable data pipelines
- Write scripts to make data checks and identify broken pipelines with data observability
- Program your own data quality monitors from scratch
- Develop and lead data quality initiatives at your company
- Generate a dashboard to highlight your company's key data assets
- Automate data lineage graphs across your data ecosystem
- Build anomaly detectors for your critical data assets



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Data Quality Fundamentals

2022 O'Reilly Media, Inc.

- Build more trustworthy and reliable data pipelines
- Write scripts to make data checks and identify broken pipelines with data observability
- Program your own data quality monitors from scratch
- Develop and lead data quality initiatives at your company
- Generate a dashboard to highlight your company's key data assets
- Automate data lineage graphs across your data ecosystem
- Build anomaly detectors for your critical data assets

BY Python 🐍 Work With Data


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At a time when the Indian stock market is peaking and has rallied immensely compared to global markets, there are companies that have not performed in the last 10 years. These are definitely a minor portion of the market considering there are hundreds of stocks that have turned multibagger since 2020. What went wrong with these stocks? Reasons vary from corporate governance, sectoral weakness, company specific and so on. But the more important question is, are these stocks worth buying?

What Is Bitcoin?

Bitcoin is a decentralized digital currency that you can buy, sell and exchange directly, without an intermediary like a bank. Bitcoin’s creator, Satoshi Nakamoto, originally described the need for “an electronic payment system based on cryptographic proof instead of trust.” Each and every Bitcoin transaction that’s ever been made exists on a public ledger accessible to everyone, making transactions hard to reverse and difficult to fake. That’s by design: Core to their decentralized nature, Bitcoins aren’t backed by the government or any issuing institution, and there’s nothing to guarantee their value besides the proof baked in the heart of the system. “The reason why it’s worth money is simply because we, as people, decided it has value—same as gold,” says Anton Mozgovoy, co-founder & CEO of digital financial service company Holyheld.

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