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1️⃣ Basics of Data Science

🏷 Statistics and Probability

◾️ Statistics & Probability
🏷 Linear Algebra
◽️ Essence of Linear Algebra

2️⃣ Programming Language\
🏷 Python
◾️ Learn Python 3

3️⃣ Data Analysis and Manipulation
🏷 Pandas Library
◾️ Pandas Documentation
🏷 Data Preparation with Pandas
◾️ Data Wrangling with Pandas
🏷 NumPy Library
◾️ NumPy Documentation

4️⃣ Data Visualization
🏷 Matplotlib and Seaborn Library
◾️ Matplotlib / Seaborn
🏷Tableau Public Platform
◾️ Tableau Public

5️⃣ Principles of Machine Learning
🏷 scikit-learn Library
◾️ scikit-learn

6️⃣ Learning Algorithms
🏷 Hands-On Machine Learning Book
◾️ Hands-On ML

7️⃣ Deep Learning
🏷 TensorFlow Library
◾️ TensorFlow Tutorial

🏷 PyTorch Library
◾️ PyTorch Documentation

8️⃣ Big Data Technologies
🏷 Spark Framework Course
◾️ Spark Course

9️⃣ Advanced Topics
🏷 Natural Language Processing Course in Python
◾️ NLP in Python

1️⃣ Share Your Projects on Kaggle and GitHub
🏷 Kaggle Platform
◾️ Kaggle
🏷 GitHub Platform
◾️ GitHub

Happy Learning! 🌟



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1️⃣ Basics of Data Science

🏷 Statistics and Probability

◾️ Statistics & Probability
🏷 Linear Algebra
◽️ Essence of Linear Algebra

2️⃣ Programming Language\
🏷 Python
◾️ Learn Python 3

3️⃣ Data Analysis and Manipulation
🏷 Pandas Library
◾️ Pandas Documentation
🏷 Data Preparation with Pandas
◾️ Data Wrangling with Pandas
🏷 NumPy Library
◾️ NumPy Documentation

4️⃣ Data Visualization
🏷 Matplotlib and Seaborn Library
◾️ Matplotlib / Seaborn
🏷Tableau Public Platform
◾️ Tableau Public

5️⃣ Principles of Machine Learning
🏷 scikit-learn Library
◾️ scikit-learn

6️⃣ Learning Algorithms
🏷 Hands-On Machine Learning Book
◾️ Hands-On ML

7️⃣ Deep Learning
🏷 TensorFlow Library
◾️ TensorFlow Tutorial

🏷 PyTorch Library
◾️ PyTorch Documentation

8️⃣ Big Data Technologies
🏷 Spark Framework Course
◾️ Spark Course

9️⃣ Advanced Topics
🏷 Natural Language Processing Course in Python
◾️ NLP in Python

1️⃣ Share Your Projects on Kaggle and GitHub
🏷 Kaggle Platform
◾️ Kaggle
🏷 GitHub Platform
◾️ GitHub

Happy Learning! 🌟

BY Artificial Intelligence && Deep Learning


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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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