DataScience from Scratch

Here's a simple 8 Step guide to learn #DataScience and #MachineLearning with Python: ---START--- ✅ Step 1 Download and Install Anaconda https://lnkd.in/gWHY_ij ✅ Step 2 a. Learn the basics of Python (Lists, Tuples, Dictionaries, etc) b. Understand the basics of data structures and algorithms https://lnkd.in/gYKnJWN ---Beginner Level Completed--- ✅ Step 3 a. Understand the use of regular expressions b. Do more practice problems in Python Hacker Rank: https://lnkd.in/gEufBUu Codeacademy: https://lnkd.in/gGQ7cuv ✅ Step 4 Learn the scientific libraries (NumPy, SciPy, Pandas) Pandas: https://lnkd.in/g4DFNpJ ✅ Step 5 Data Visualization (Matplotlib, plotly, seaborne, etc…) Matplotlib: https://lnkd.in/g_3fx_6 Python Gallery: python-graph-gallery.com ---Intermediate Level Done--- ✅ Step 6 Machine Learning with Scikit-Learn Machine Learning in 20min: https://lnkd.in/g-Su_um Skcikit-Learn Tutorial: https://lnkd.in/gSThdRD ✅ Step 7: Practice your machine learning skills Kaggle Machine Learning Tutorial: https://lnkd.in/gT5nNwS ---Advanced Level Completed--- ✅ Step 8: Deep Learning Deeplearning.ai (Andrew Ng): https://lnkd.in/ge5CK-u Kaggle Deep Learning Tutorial: https://lnkd.in/gHKWM5m ---Expert Level  Completed--- 🎉 CELEBRATE 🎉

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