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Machine Learning and Data Science using Python

Skill-up to Scale-up

Course Description

You are not alone. Digital Disruption experts are here to help you to build your career in the Machine Learning, Deep Learning and  Data Science.

A good beginning is the half of the success you have achieved half the success by enrolling to our course, rest half is consistent learning after that great beginning. We are committed to excel in providing good beginning and consistent learning to our learners.

Skill-up to Scale-up. Start with our incredible course. Wish you all the very best for your future endeavors. 

Voyage continues in the learning of excellence. Happy learning.

 

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Goals

  • Introduction to Python

  • Data Structures in Python

  • Control Structures and Functions

  • Python for Data Science

  • Introduction to NumPy

  • Operations on NumPy Arrays

  • Introduction to Pandas

  • Getting and Cleaning Data

  • Data Visualisation in Python

  • Introduction to Data Visualisation

  • Basics of Visualisation

  • Plotting Data Distributions

  • Plotting Categorical and Time-Series Data

Prerequisites

  • No programming experience is needed.

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Curriculum

  • ML and AI Pre Program Basics Index
    03:10
    Preview
  • Welcome to the Pre Program Preparatory Content
    04:26
    Preview
  • Introduction to Python
    00:42
  • Anaconda Installation
    05:39
  • Jupyter Notebook Introductory Session Shortcuts
    06:14
    Preview
  • Data Structures
    04:08
  • Python Code Introduction DataTypes
    03:00
  • Python Code Lists
    05:16
  • Python Code Tuples
    01:23
  • Python Code Dictionaries
    03:23
  • Python Code Sets
    01:16
  • Control Structures and Functions
    04:41
  • Python Code IfElse
    01:50
  • Python Code Looping
    02:10
  • Python Code Comprehensions
    02:03
  • Python Code Functions
    01:44
  • Python Code Map, Reduce and Filter
    01:16
  • Introduction to Numpy
    03:12
  • Python Code NumPy Basics
    10:27
  • Operations on Numpy arrays
    03:17
  • Python Code Operations on Numpy Arrays
    04:13
  • Introduction to pandas
    03:02
  • Getting and cleaning data
    06:32
  • Vectors and Vector spaces
    05:03
  • Linear Transformations And Matrices
    02:42
  • Eigen values and Eigen vectors
    03:41
  • Multivariable Calculus
    04:41
  • Introduction to data visualisation
    03:14
  • Basics of Visualisation
    03:51
  • Plotting data distributions
    04:13
  • Plotting Categorical and Time Series Data
    02:54
  • Summary
    03:06
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Machine Learning and Data Science using Python
This Course Includes
  • 1.5 hours
  • 32 Lectures
  • Completion Certificate Sample Certificate
  • Lifetime Access Yes
  • Language English
  • 30-Days Money Back Guarantee

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