Ten Top Trends in Data Science 💫

📇Top Machine Learning Algorithms📉

1. Naïve Bayes Classifier Algorithm
2. K Means Clustering Algorithm
3. Support Vector Machine Algorithm
4. Apriori Algorithm
5. Linear Regression
6. Logistic Regression
7. Artificial Neural Network
8. Random Forests
9. Decision Trees
10. Nearest Neighbors
    

🖇Top Python Libraries📕

1. TensorFlow
2. Scikit-Learn
3. Numpy
4. Keras
5. PyTorch
6. LightGBM
7. Eli5
8. SciPy
9. Theano
10. Pandas
    

🔏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 and Bayesian methods
    

📍Best Data Science Courses Offered Online🔖

1. John Hopkins University
2. PwC
3. EdX – Data Science Essentials
4. Udacity – Machine Learning
5. CIT – Learning from Data
6. Dataquest – Become a Data Scientist
7. KDNuggets – Data Mining Course

📌Top Roles in AI and Data Science📈

1. Data Engineer
2. Decision-Maker
3. Analyst
4. Expert Analyst
5. Applied Machine Learning Engineer
6. Data Scientist
7. Analytics Manager
8. Social Scientist
9. Researcher
10. Additional personnel

Credit: LearnDataScience