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PySpark MLlib Tutorial | Machine Learning on Apache Spark | PySpark Training | Edureka

** PySpark Certification Training: https://www.edureka.co/pyspark-certification-training ** <br>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: <br><br>1. What is Machine Learning <br>2. Machine Learning in the Industry <br>3. Types of Machine Learning <br>4. Pyspark MLlib in Spark Environment <br>5. Demo 1: Finding Hackers with PySpark MLlib <br>6. Demo 2: Customer Churn Prediction using MLlib

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PySpark MLlib Tutorial | Machine Learning on Apache Spark | PySpark Training | Edureka

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  1. PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  2. Today’s Training Topics Today’s Training Topics ❖ What is Machine Learning? ❖ Machine Learning in the Industry ❖ Machine Learning Life Cycle ❖ Types of Machine Learning ❖ Demo PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  3. What is Machine Learning? 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 PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  4. Machine Learning in the Industry Machine Learning in the Industry Government Transportation Marketing & Sales PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  5. Machine Learning in the Industry Machine Learning in the Industry Finance Biometrics HealthCare PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  6. Machine Learning Lifecycle Machine Learning Lifecycle Training Data Learning Algorithm Training 70-80% of Data model Test Data Accuracy Testing 30-20% of Data PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  7. Types of Machine Learning Types of Machine Learning ▪ Supervised Supervised ▪ Reinforcement Reinforcement ▪ Unsupervised Unsupervised PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  8. Supervised Supervised Learning Learning It’s a Face Label Face Label Non-Face PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  9. Supervised Supervised Learning Algorithms Learning Algorithms Supervised Learning Classification REGRESSION Logic Linear Regression Regression Classification Trees Decision Trees Support Vector Machine Bayesian Networks Random Forests Fuzzy Classification Artificial Neural Networks Artificial Neural Networks PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  10. Reinforcement Reinforcement Learning Learning PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  11. Reinforcement Reinforcement Learning Algorithms Learning Algorithms Reinforcement Q-Learning State-Action-Reward-State-Action (SARSA) Deep Q Network (DQN) Deep Deterministic Policy Gradient (DDPG) Trust Region Policy Optimization (TRPO) PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  12. Unsupervised Unsupervised Learning Learning PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  13. Unsupervised Unsupervised Learning Algorithms Learning Algorithms unSupervised Learning Dimensionality Reduction CLUSTERING Principal Component Analysis K-Means Clustering Hierarchical Clustering Tensor Decomposition Gaussian Mixture Models Multidimensional Statistics Genetic Algorithms Random Projection Artificial Neural Networks Artificial Neural Networks PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  14. Spark Ecosystems Spark Ecosystems PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  15. Spark Ecosystems Spark Ecosystems MLlib (Machine Learning) PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  16. MLlib Clustering Frequent Pattern Matching MLlib Algorithms Linear Algebra Collaborative Filtering Linear Regression Classification PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  17. Finding Hackers Finding Hackers Finding Hacker Group PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

  18. Customer Churn Customer Churn Customer Churn Prediction PYSPARK CERTIFICATION TRAINING https://www.edureka.co/pyspark-certification-training

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