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Numpy with Python

Created by DATAhill Solutions Srinivas Reddy, Last Updated 27-Jan-2020, Language:English

Numpy with Python

NumPy is a library for the Python programming language

Created by DATAhill Solutions Srinivas Reddy, Last Updated 27-Jan-2020, Language:English

What Will I Get ?

  • What is NumPy?
  • Python Numpy Array
  • Indexing & Slicing
  • Indexing & Slicing
  • Statistical Functions, Operators & Random Numbers
  • What is Data Science
  • What is Machine Learning

Requirements

  • Previous programming experience. Familiarity with collection types in Python.

Description

In this series, we cover the basics of using NumPy for basic data analysis. Some of the things that are covered are as follows: installing NumPy using the Anaconda Python distribution, creating NumPy arrays in a variety of ways, gathering information about large datasets such as the mean, median and standard deviation, as well as utilizing Jupyter Notebooks for exploration using NumPy. If you are looking to get started with NumPy then join us!

1. NumPy Introduction

2. Python Numpy Array

3. Indexing & Slicing - 1

4. Indexing & Slicing - 2

5. Statistical Functions, Operators & Random Numbers

6. What is Data Science

7. What is Machine Learning

Who this course is for:

  • Beginner Python developers curious about Data Science

Course Content

  • Numpy with Python

    12 Lectures 03:08:58

    • Session 1. NumPy Introduction

      Preview
      00:00:31

    • NumPy Introduction

      Preview
      00:34:09

    • Session 2. Python Numpy Array

      00:00:28

    • Python Numpy Array

      00:22:32

    • Session 3. Indexing & Slicing - 1

      00:00:42

    • Indexing & Slicing - 1

      00:19:29

    • Session 4. Indexing & Slicing - 2

      00:00:47

    • Indexing & Slicing - 2

      00:30:21

    • Session 5. Statistical Functions, Operators & Random Numbers

      00:00:48

    • Statistical Functions, Operators & Random Numbers

      00:20:12

    • What is Data Science

      00:32:26

    • What is Machine Learning

      00:26:33

DATAhill Solutions Srinivas Reddy

Data Scientist

Having 10+ Years of Experience in Software Industry which includes Development, Support & Training.

My Experience Includes Managing, Processing, Predicting and Analyzing of Large volume of Business Data.

Expertise in Data Management, BI Technologies & Data Science with Data Analytics, Machine Learning, Deep Learning & Artificial Intelligence using R Programming, Python Programming, WEKA and EXCEL.

Having publications and patents in various fields such as machine learning, data security, and data science technologies.

I received my Masters of Technology in Computer Science & Engineering from JNTU.

Professionally, I am a Data Science management consultant with over 8 years of experience in finance, retail, transport and other industries.

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