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Levana Technologies

Embedded Linux, Python, IoT & Machine Learning Training

Advanced Data Science, Machine Learning and Deep Learning with Python

Course duration: 3 full days

Course Fees: 7,800/- + GST

Course Outline:

Module 1: Python Basics

  • Python Introduction
  • Using the Interpreter
  • Python Scripting
  • Working with Variables in Python
  • Numeric Operations in Python
  • Python Compound Statements
  • Python String Types
  • Python's Tuples
  • Python's Lists
  • Python Dictionaries
  • Creating Python Functions
  • Classes and Objects
  • Modules and Packages

Module 2: Data Science, Machine Learning & Deep Learning

  • Intro to Data Science
  • Working with arrays & matrix (using numpy)
  • Working with Series & DataFrames
  • Working with Data
  • Data Visualization
  • Statistics Overview
  • Predictive Models
  • Machine Learning
  • More Data Mining and Machine Learning Techniques
  • Recommender Systems
  • Dealing with Real-World Data
  • Experimental Design
  • Deep Learning and Neural Networks