Tech 21

Essential Python Libraries to build your career in Data Science 📊👇 1. NumPy:    - Efficient numerical operations and array manipulation. 2. Pandas:    - Data manipulation and analysis with powerful data structures (DataFrame, Series). 3. Matplotlib:    - 2D plotting library for creating visualizations. 4. Seaborn:    - Statistical data visualization built on top of Matplotlib. 5. Scikit-learn:    - Machine learning toolkit for classification, regression, clustering, etc. 6. TensorFlow:    - Open-source machine learning framework for building and deploying ML models. 7. PyTorch:    - Deep learning library, particularly popular for neural network research. 8. SciPy:    - Library for scientific and technical computing. 9. Statsmodels:     - Statistical modeling and econometrics in Python. 10. NLTK (Natural Language Toolkit):     - Tools for working with human language data (text). 11. Gensim:     - Topic modeling and document similarity analysis. 12. Keras:     - High-level neural networks API, running on top of TensorFlow. 13. Plotly:     - Interactive graphing library for making interactive plots. 14. Beautiful Soup:     - Web scraping library for pulling data out of HTML and XML files. 15. OpenCV:     - Library for computer vision tasks. As a beginner, you can start with Pandas and NumPy for data manipulation and analysis. For data visualization, Matplotlib and Seaborn are great starting points. As you progress, you can explore machine learning with Scikit-learn, TensorFlow, and PyTorch

🌼እንኳን አደረሳችሁ🌼 አዲሱን አመት የሰላም የፍቅር የደስታ ያድርግልን!!! 🌼መልካም አዲስ አመት🌼 @Tech21et

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What’s on your TO-LEARN list this month? 💡 Masako Wakamiya's remarkable journey shows that it is truly never too late to learn something new. You’re never too old to learn. ✨ The same “use it or lose it” principle that applies to your body also applies to your brain. 🧠 To grow, build resilience, and focus, your brain requires novelty and nutrition. The truth is that learning won’t always be easy, but the effort pays dividends. 🙌 The key is taking small, simple steps. Little things done consistently add up to big results. ⚡️ All things are difficult before they become easy. 💪 SHARE this to help others too! ❤️

ውድ የቴክ 21 ቤተሰቦች እንደ ቀልድ ከከፈትነው ይሄንን ቻናል 4 አመታት ተቆጠሩ በአራት አመት ውስጥም 2 ሺ ፕሮግራመር ወንድም እህቶች አፍርተናል ተዋውቀናል🤗 ይሄ ለእኛ ትልቅ ነገር ነው ስለምትከታተሉንም እናመሰግናለን ከአሁን በኋላም ጠቃሚ ነገሮች ልናጋራቹ እንሞክራለን ካለን ሰዓትም ሰውተንም ቢሆን እናዘጋጃለን🙏🏾

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