PySpark MLlib Tutorial | Machine Learning on Apache Spark | PySpark Training | Edureka
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** PySpark Certification Training: https://www.edureka.co/pyspark-certification-training ** This Edureka tutorial will provide you with a detailed and comprehensive knowledge of PySpark MLlib. Learn about the different types of Machine Learning techniques and the use of MLlib to solve real-life problems in the Industry using Apache Spark. This tutorial covers the following topics: 1. What is Machine Learning 2. Machine Learning in the Industry 3. Types of Machine Learning 4. Pyspark MLlib in Spark Environment 5. Demo 1: Finding Hackers with PySpark MLlib 6. Demo 2: Customer Churn Prediction using MLlib
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PySpark MLlib Tutorial | Machine Learning on Apache Spark | PySpark Training | Edureka
- 1. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training
- 2. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Today’s Training Topics ❖ What is Machine Learning? ❖ Machine Learning in the Industry ❖ Machine Learning Life Cycle ❖ Types of Machine Learning ❖ Demo
- 3. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training What is Machine Learning? “Machine learning is a method of Data analysis that automates analytical model building. Learn from Data Find Hidden Insights Train and Grow
- 4. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Machine Learning in the Industry Marketing & Sales TransportationGovernment
- 5. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Machine Learning in the Industry HealthCare BiometricsFinance
- 6. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training model Machine Learning Lifecycle Training 70-80% of Data Testing 30-20% of Data Training Data Learning Algorithm Test Data Accuracy
- 7. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training ▪ Supervised ▪ Reinforcement ▪ Unsupervised Types of Machine Learning
- 8. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Supervised Learning It’s a Face Label Face Label Non-Face
- 9. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Supervised Learning Algorithms Supervised Learning Classification REGRESSION Logic Regression Classification Trees Support Vector Machine Random Forests Artificial Neural Networks Linear Regression Decision Trees Bayesian Networks Fuzzy Classification Artificial Neural Networks
- 10. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Reinforcement Learning
- 11. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Reinforcement Learning Algorithms Q-Learning State-Action-Reward-State-Action (SARSA) Deep Q Network (DQN) Deep Deterministic Policy Gradient (DDPG) Trust Region Policy Optimization (TRPO) Reinforcement
- 12. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Unsupervised Learning
- 13. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Unsupervised Learning Algorithms unSupervised Learning CLUSTERING Dimensionality Reduction K-Means Clustering Hierarchical Clustering Gaussian Mixture Models Genetic Algorithms Artificial Neural Networks Principal Component Analysis Tensor Decomposition Multidimensional Statistics Random Projection Artificial Neural Networks
- 14. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Spark Ecosystems
- 15. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Spark Ecosystems MLlib (Machine Learning)
- 16. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training MLlib Algorithms Clustering MLlib Frequent Pattern Matching Linear Algebra Collaborative Filtering Classification Linear Regression
- 17. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Finding Hackers Finding Hacker Group
- 18. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training Customer Churn Customer Churn Prediction