Top 10 Knowledge for Machine Learning & Data Science Students

Hi Everyone, In this Post we will Share Top 10 Algrothims of Machne Learning, Top 10 Python Library, Top 10 Books of Data Science and Machine Learning and a lot more knowledge.

1. Top 10 Data Science Books
2. Top 10 Data Science Resources Online
3. Top 10 Data Science Roles
4. Top 10 Python Libraries
5. Top 10 Machine Learning Algorithms

1. Top 10 Data Science Books

1. Introduction to Statistical Learning
2. Data science at the command line
3. Think stats
4. The Python Workbook
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

2. Top 10 Data Science Resources Online

1. Coursera: Stanford & Johns Hopkins
2. EdX: Data Science Essentials
3. Udacity
4. Kaggle
5. Analytics Vidya
6. KDNuggets
7. Datacamp
8. Udemy
9. Dataquest
10. Dynamic Duniya

3. Top 10 Data Science Roles

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
10. BI Analyst

4. Top 10 Python Libraries

1. Pandas
2. Numpy
3. Scikit-Learn
4. Keras
5. PyTorch
6. LightGBM
7. Matplotlib
8. SciPy
9. Theano
10. TensorFlow

5. Top 10 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. XGBoost
9. Naïve Bayes Classifier
10. Nearest Neighbor

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