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Data Science From Scratch,Top Machine Learning Algorithms,Top Python Libraries,Top Data Science Books,Top Roles in AI & Data ScienceTop Data Science Courses Offered Online,

📇Top Machine Learning Algorithms📉 1. Linear Regression 2. Logistic Regression 3. Decision Trees 4. Random Forests 5. K Means Clustering 6. Support Vector Machine 7. Artificial Neural Network 8. Apriori Algorithm 9. Naïve Bayes Classifier 10. Nearest Neighbo 🖇Top Python Libraries📕 1. Pandas 2. Numpy 3. Scikit-Learn 4. Keras 5. PyTorch 6. LightGBM 7. Matplotlib 8. SciPy 9. Theano 10. TensorFlow 🔏Top Data Science Books📚 1. Automate the boring stuff 2. Data science at the command line 3. Think stats 4. Python data science handbook 5. R for data science 6. Machine learning yearning 7. Ethics and data science 8. Deep learning 9. Rules for machine learning 10. Probabilistic Programming & Bayesian methods 📍Top Data Science Courses Offered Online🔖 1. Coursera: Stanford & Johns Hopkins 3. EdX: Data Science Essentials 4. Udacity: Machine Learning 5. Kaggle 6. Dataquest 7. KDNuggets 📌Top Roles in AI & Data Science📈 1. Data Scientist 2. Decision Maker 3. Analyst 4. ETL Engineer 5. Machine Learning Engineer 6. Data Engineer 7. Analytics Manager 8. Tableau Developer
9. Researcher

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