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🔺 Data science learning roadmap in 2024

👨🏻‍💻 If you want to start learning data science from scratch in 2024, this roadmap can be a great starting point for you.👌🏼


1️⃣ Basics of data science

🏷 Statistics and probability
┘️
link: Statistics & Probability

🏷 Linear Algebra
◽️ link: Essence of Linear Algebra


2️⃣ Programming language

🏷 Python
┘️
link: Learn Python 3


3️⃣ Data analysis and manipulation

🏷 Pandas library
┘️
link: pandas documentation

🏷 Data preparation with Pandas
Link
: Data Wrangling with Pandas

🏷 NumPy library
┘️
link: NumPy documentation


4️⃣ Data visualization

🏷 Matplotlib and Seaborn library
┘️
Link: Matplotlib / seaborn

🏷 Tableau Public platform
Link
: Tableau Public


5️⃣ Principles of machine learning

🏷 scikit-learn library
┘️
link: scikit-learn


6️⃣ Learning algorithms

🏷 Hands-On Machine Learning book
┘️
link: Hands-On ML


7️⃣ Deep learning

🏷 TensorFlow library
┘️
link: TensorFlow Tutorial

🏷 PyTorch library
┘️
Link: PyTorch Documentation


8️⃣ Big data technologies

🏷 Spark framework course
┘️
Link: Spark Course


9️⃣ Advanced topics

🏷 Natural language processing course in Python
┘️
link: NLP in Python


1️⃣ Share your projects on Kaggle and GitHub

🏷 Kaggle platform
┘️
link: Kaggle

🏷 GitHub platform
┘️
Link: GitHub

⭐️ http://www.tgoop.com/codeprogrammer
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🔺 Data science learning roadmap in 2024

👨🏻‍💻 If you want to start learning data science from scratch in 2024, this roadmap can be a great starting point for you.👌🏼


1️⃣ Basics of data science

🏷 Statistics and probability
┘️
link: Statistics & Probability

🏷 Linear Algebra
◽️ link: Essence of Linear Algebra


2️⃣ Programming language

🏷 Python
┘️
link: Learn Python 3


3️⃣ Data analysis and manipulation

🏷 Pandas library
┘️
link: pandas documentation

🏷 Data preparation with Pandas
Link
: Data Wrangling with Pandas

🏷 NumPy library
┘️
link: NumPy documentation


4️⃣ Data visualization

🏷 Matplotlib and Seaborn library
┘️
Link: Matplotlib / seaborn

🏷 Tableau Public platform
Link
: Tableau Public


5️⃣ Principles of machine learning

🏷 scikit-learn library
┘️
link: scikit-learn


6️⃣ Learning algorithms

🏷 Hands-On Machine Learning book
┘️
link: Hands-On ML


7️⃣ Deep learning

🏷 TensorFlow library
┘️
link: TensorFlow Tutorial

🏷 PyTorch library
┘️
Link: PyTorch Documentation


8️⃣ Big data technologies

🏷 Spark framework course
┘️
Link: Spark Course


9️⃣ Advanced topics

🏷 Natural language processing course in Python
┘️
link: NLP in Python


1️⃣ Share your projects on Kaggle and GitHub

🏷 Kaggle platform
┘️
link: Kaggle

🏷 GitHub platform
┘️
Link: GitHub

⭐️ http://www.tgoop.com/codeprogrammer

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