Data Science – Theory and Application – TechSoft

Data Science – Theory and Application

Data-Science---Theory-and-Application

Introduction

This course provides instruction on the theory and practice of data science, including machine learning and natural language processing. This course introduces many of the core concepts behind today’s most commonly used algorithms and introducing them in practical applications

Take Away

Discuss concepts and key algorithms in all of the major areas – Classification, Regression, Clustering, Dimensionality Reduction, including a primer on Neural Networks. We’ll focus on both single-server tools and frameworks (Python, NumPy, pandas, SciPy, Scikit-learn, NLTK, TensorFlow Jupyter) as well as large-scale tools and frameworks (Spark MLlib, Stanford CoreNLP, TensorFlowOnSpark/Horovod/MLeap, Apache Zeppelin)

  • Demonstration: Understanding MapReduce
  • Running a MapReduce Job

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Introduction

This course provides instruction on the theory and practice of data science, including machine learning and natural language processing. This course introduces many of the core concepts behind today’s most commonly used algorithms and introducing them in practical applications

Take Away

Discuss concepts and key algorithms in all of the major areas – Classification, Regression, Clustering, Dimensionality Reduction, including a primer on Neural Networks. We’ll focus on both single-server tools and frameworks (Python, NumPy, pandas, SciPy, Scikit-learn, NLTK, TensorFlow Jupyter) as well as large-scale tools and frameworks (Spark MLlib, Stanford CoreNLP, TensorFlowOnSpark/Horovod/MLeap, Apache Zeppelin)

    • Demonstration: Understanding MapReduce
    • Running a MapReduce Job

Course Calendar

Start Date End Date Duration Locaton Register Now
23rd July 2019 27th July 2019 5 Days Pune Register Now
27th Aug 2019 31th Aug 2019 5 Days Pune Register Now
24th Sep 2019 28nd Sep 2019 5 Days Pune Register Now

Course Calendar

Stat Date

End Date Duration Location
23rd July 2019 27th July 2019 5 Days Pune
Stat Date

End Date Duration Location
27th Aug 2019 31th Aug 2019 5 Days Pune
Stat Date

End Date Duration Location
24th Sep 2019 28th Sep 2019 5 Days Pune

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