In every field, there are always top, popular, and reputed items. Today's article based on "The Top 10 things in Machine Learning and Data Science".
That includes -
- Top 10 Machine Learning Algorithms
- Top 10 Data Science Books
- Top 10 Data Science Resources Online
- Top 10 Python Libraries
- Top 10 Data Science Roles
So that you know batter about what to do and where to start in Artificial Intelligence technology.
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. Naive Bayes Classifier
10. Nearest Neighbor
Top 10 Data Science Books
1. Introduction to Statistical Learning
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 10 Data Science Resources Online
1.Coursera: Stanford & Johns Hopkins
2. Metis
3.EdX: Data Science Essentials
4. Udacity
5. Kaggle
6. Analytics Vidhya
7. KDNuggets
8. Datacamp
9. Udemy
10. Dataquest
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
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. Bl Analyst
Thanks for this explanation.
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