pyspark certification training n.
Skip this Video
Loading SlideShow in 5 Seconds..
PySpark MLlib Tutorial | Machine Learning on Apache Spark | PySpark Training | Edureka PowerPoint Presentation
Download Presentation
PySpark MLlib Tutorial | Machine Learning on Apache Spark | PySpark Training | Edureka

Loading in 2 Seconds...

play fullscreen
1 / 20

PySpark MLlib Tutorial | Machine Learning on Apache Spark | PySpark Training | Edureka - PowerPoint PPT Presentation


  • 44 Views
  • Uploaded on

** 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

loader
I am the owner, or an agent authorized to act on behalf of the owner, of the copyrighted work described.
capcha
    Presentation Transcript
    pyspark certification training

    PYSPARK CERTIFICATION TRAINING

    https://www.edureka.co/pyspark-certification-training

    today s training topics today s training topics

    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

    what is machine learning what is machine learning

    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

    machine learning in the industry machine learning

    Machine Learning in the Industry

    Machine Learning in the Industry

    Government

    Transportation

    Marketing & Sales

    PYSPARK CERTIFICATION TRAINING

    https://www.edureka.co/pyspark-certification-training

    machine learning in the industry machine learning 1

    Machine Learning in the Industry

    Machine Learning in the Industry

    Finance

    Biometrics

    HealthCare

    PYSPARK CERTIFICATION TRAINING

    https://www.edureka.co/pyspark-certification-training

    machine learning lifecycle machine learning

    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

    types of machine learning types of machine

    Types of Machine Learning

    Types of Machine Learning

    ▪ Supervised

    Supervised

    ▪ Reinforcement

    Reinforcement

    ▪ Unsupervised

    Unsupervised

    PYSPARK CERTIFICATION TRAINING

    https://www.edureka.co/pyspark-certification-training

    supervised supervised learning

    Supervised

    Supervised Learning

    Learning

    It’s a

    Face

    Label

    Face

    Label

    Non-Face

    PYSPARK CERTIFICATION TRAINING

    https://www.edureka.co/pyspark-certification-training

    supervised supervised learning algorithms

    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

    reinforcement reinforcement learning

    Reinforcement

    Reinforcement Learning

    Learning

    PYSPARK CERTIFICATION TRAINING

    https://www.edureka.co/pyspark-certification-training

    reinforcement reinforcement learning algorithms

    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

    unsupervised unsupervised learning

    Unsupervised

    Unsupervised Learning

    Learning

    PYSPARK CERTIFICATION TRAINING

    https://www.edureka.co/pyspark-certification-training

    unsupervised unsupervised learning algorithms

    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

    spark ecosystems spark ecosystems

    Spark Ecosystems

    Spark Ecosystems

    PYSPARK CERTIFICATION TRAINING

    https://www.edureka.co/pyspark-certification-training

    spark ecosystems spark ecosystems 1

    Spark Ecosystems

    Spark Ecosystems

    MLlib

    (Machine Learning)

    PYSPARK CERTIFICATION TRAINING

    https://www.edureka.co/pyspark-certification-training

    mllib

    MLlib

    Clustering

    Frequent Pattern

    Matching

    MLlib

    Algorithms

    Linear

    Algebra

    Collaborative

    Filtering

    Linear

    Regression

    Classification

    PYSPARK CERTIFICATION TRAINING

    https://www.edureka.co/pyspark-certification-training

    finding hackers finding hackers

    Finding Hackers

    Finding Hackers

    Finding Hacker Group

    PYSPARK CERTIFICATION TRAINING

    https://www.edureka.co/pyspark-certification-training

    customer churn customer churn

    Customer Churn

    Customer Churn

    Customer Churn Prediction

    PYSPARK CERTIFICATION TRAINING

    https://www.edureka.co/pyspark-certification-training