Chat

Hadoop

shinelogics-datascience

Data Science


Week Topics
1
    Data Science Overview
  • What Is Data Science?
  • The Growing Need for Data Science
  • The Role of a Data Scientist
2
    Use Cases
  • Finance
  • Retail
  • Advertising
  • Defense and Intelligence
  • Telecommunications and Utilities
  • Healthcare and Pharmaceuticals
3
    Project Lifecycle
  • Steps in the Project Lifecycle
  • Lab Scenario Explanation
  • Data Acquisition
  • Where to Source Data
  • Acquisition Techniques
4
    Evaluating Input Data
  • Data Formats, Data Quantity, Data Quality
  • Role of Glance in OpenStack
  • Data Transformation
  • Anonymization
  • File Format Conversion
  • Joining Datasets
5
    Data Analysis and Statistical Methods
  • Relationship Between Statistics andm Probability
  • Descriptive Statistics
  • Inferential Statistics Fundamentals of Machine Learning
  • Spotlight: Naive Bayes Classifiers
  • The Three Cs of Machine Learning
  • Importance of Data and Algorithms
6
    Recommender Overview
  • What Is a Recommender System?
  • Types of Collaborative Filtering
  • Limitations of Recommender Systems
  • Fundamental Concepts
  • Introduction to Apache Mahout
  • What Apache Mahout Is (and Is Not)
  • A Brief History of Mahout
  • Availability and Installation
  • Demonstration: Using Mahout's Item-Based Recommender
7
    Implementing Recommenders with Apache Mahout
  • Overview
  • Similarity Metrics for Binary Preferences
  • Similarity Metrics for Numeric Preferences
  • Scoring
8
    Experimentation and Evaluation
  • Measuring Recommender Effectiveness
  • Designing Effective Experiments
  • User Interfaces for Recommenders
  • Production Deployment and Beyond
  • Deploying to Production
  • Tips and Techniques for Working at Scale
  • Summarizing and Visualizing Results
  • Considerations for Improvement
  • Next Steps for Recommenders

Trainer Information

Trainer Name Experience Working In
Sundar 20 years MNC

Call Us @ +91-9445033734 to know more about Data Scientist Training in Chennai. You can also contact us by submitting the Quick Enquiry form to know more about the Data Scientist Course in Chennai.



Other Relevant Hadoop Trainings in Chennai:

Follow the page if you are looking for

Big Data Architect Training in Chennai
Hadoop Administration Training in Chennai
Hadoop Development Training in Chennai
Hadoop Analytics Training in Chennai