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Data Science with Python Master course (3 months weekend course)

LIVE
6 Hours

Course offered by Shaily Saxena

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Data Science

  • Analytics from scratch
  • Complete Statistics for Machine Learning
  • Complete Probability for Machine Learning

Machine Learning using Python

  • Machine Learning
  • Regression
  • Logistic Regression
  • K-Nearest Neighbours
  • Naïve Bayes Algorithm for Multi Class
  • C mean
  • DT for Classification
  • DT for Regression
  • Ensemble Learning
  • Random forest
  • Ensemble Learning Hetrogeneous
  • SVM
  • means
  • Feature engineering
  • Dimensionality reduction/PCA
  • Association Rule

Python

  • Python IDE
  • Python basics and string manipulation
  • Data and information management with python
  • Data Structures in Python Used for Data Analysis
  • Data Frame Manipulation
  • Visualization

Big Data and Hadoop

  • Introduction to Big Data
  • Hadoop Eco-system & Architecture
  • HDFS Architecture
  • YARN Architecture
  • Hadoop Setup
  • MapReduce Basics
  • MapReduce Advanced
  • Using Pig
  • Using Hive

Apache Spark

  • Basics of Apache Spark
  • RDDs in Spark

Tableu Hands on

  • Introduction to Tableau
  • Field Types & Visual Cues
  • Data Connections
  • Organizing & Simplifying
  • Formatting and Annotations
  • Special Field Types
  • Tableau-generated fields
  • Calculations

About the Trainer

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Data Scientist|Machine learning Expert|Big Data Evangelist|Statistics|Predictive Analysis| Artificial Intelligence and Big Data Training.
12+ years of Business Consulting.
Author of many Big Data and Hadoop Video Tutorials
2000+ Hours of classroom and online training
Visiting Faculty for Big Data Hadoop for Many institutes Pan India level
Big Data and Artificial Intelligence Speaker.

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