Python and Machine Learning

Our course Python and Machine Learning focuses on enabling the fundamentals and object-oriented programming skill set of the student. Moreover, [...]

What you will learn

  • Installing and executing Python codes
  • Object Oriented Techniques in Python
  • Creating different graphs
  • Manipulating excel data using Python
  • Install and use different libraries
  • Different data structures
  • Machine learning basics
  • Machine learning models

Requirements

  • Knowledge installing programs and file navigation
  • Recommended screen with 1920 x 1080 resolution
  • A stable internet connection (10 Mbps recommended)

Description

Our course Python and Machine Learning focuses on enabling the fundamentals and object-oriented programming skill set of the student. Moreover, you will learn how to use Microsoft Excel’s data in Python and perform different types of operations on it. You will learn about different models of machine learning and data visualization. Therefore, after completing this course, you will be able to pursue a career as a Python Developer and Machine Learning Engineer.

Course Content
  • Module 1: Getting Familiar with Programming Languages and Introduction to Python
    We will learn about the language, and how it relates to Programming Languages. Moreover, what is Python and why should we use Python?
    Lessons Duration
    Lesson 1: Programming Languages and Python
    Lesson 2: Installing the Anaconda
    Module 1-Quiz 1
  • Module 2: Understanding Variables and Loops
    We will learn about printing data, taking input, operations on the data, or variables, and loops.
    Lessons Duration
    Lesson 1: Learning about variables and loops
    Module 2-Quiz 1
    Labs Duration
    Lab 1: Practicing variables and loops
  • Module 3: Data types and Data Structures
    We will learn about different data types, and different data structures in Python.
    Lessons Duration
    Lesson 1: Learning Data types and Data Structures
    Module 3-Quiz 1
    Labs Duration
    Lab 1: Practicing Data types and Data Structures
  • Module 4: Functions and Control Statements
    We will learn about control statements and functions.
    Lessons Duration
    Lesson 1: Learning Functions and Control Statements
    Module 4-Quiz
    Labs Duration
    Lab 1: Practicing Functions and Control Statements
  • Module 5: Object Oriented in Python
    We will learn about encapsulation, the difference between composition and aggregation, and between generalization and realization.
    Lessons Duration
    Lesson 1: Learning Object-oriented techniques in Python
    Module 5- Quiz
    Labs Duration
    Lab 1: Practicing Object-oriented techniques in Python
  • Module 6: The Machine Learning Process
    We will learn different machine learning processes.
    Lessons Duration
    Lesson1: Understanding machine learning process
    Module 6- Quiz
  • Module 7: Data Visualization and Analysis Technique with Python
    We will learn how to use different analysis techniques and data visualization methods in Python.
    Lessons Duration
    Lesson1: Understanding Data Visualization and Analysis Technique with Python
    Module 7- Quiz
    Labs Duration
    Lab 1: Practicing Data Visualization and Analysis Technique with Python
  • Module 8: Predictive Models with Python
    We will learn about predictive models and how to use them with Python.
    Lessons Duration
    Lesson1: Understanding Predictive Models with Python
    Module 8- Quiz
    Labs Duration
    Lab 1: Practicing Predictive Models with Python
  • Module 9: Machine Learning Models
    We will learn about different machine learning models.
    Lessons Duration
    Lesson1: Understanding Machine Learning Models
    Module 9- Quiz

About the Instructor


Brandon Ahmad, MCSE

Microsoft Certified Trainer Regional Lead - USA

8.8 out of 9.0 Average Instructor Rating

Top Instructor Award Twice

MCSE Certification in Dynamics 365

Freelances as hands-on Technical Lead with very advanced development scenarios for Day Job

Brandon Teaches D365 for Finance and Operations Programming

Brandon Ahmad is a Dynamics 365 Technical Solutions Architect and CEO of Instructor Brandon. In his years of experience working with different Microsoft Technologies such as Dynamics 365, Power BI and Power Apps, he has been able to consult over 60 implementations across the globe. Being solution-oriented and implementing advanced scenarios, he has dedicated his time to creating training courses for programmers and developers alike; those interested mainly in learning Microsoft Technologies.
As an Instructor, he strongly believes in being able to master developmental skills; as long as one achieves the right set of training and guidance. Providing students with several enhanced Microsoft training courses that focus on providing a hands-on learning experience, Ahmad’s biggest secret to teaching lies in his ability to nurture those who take his courses.
His best reward (in his own words) is “hearing that my students saved time and mastered Microsoft Technology skills, knowing that my courses played a vital part in that success.”

Python and Machine Learning

$99.00

    Prominent Features
  • 60 hours of course content
  • Custom enhanced HTML5 RDP labs
  • Interactive video lessons & quizzes
  • Mobile app
  • Dedicated support (16 hours a day)
  • Certification after completion
  • Licenses for hands on training