Machine Learning with Python Basics (For Beginners)
Learn the Basics of Machine Learning with Python (First Step For Beginners)
Machine Learning,Data Science,Development
Lectures -51
Resources -2
Duration -5.5 hours
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Course Description
Steps of Machine Learning that you Will learn:
Import the data.
Split data into Training & Test.
Create a Model.
Train The Model.
Make Predictions.
Evaluate and improve.
Machine Learning Course Contents:
What is Machine Learning - Types of Machine Learning (Supervised & Unsupervised).
Linear Regression with One Variable.
Linear Regression with One Variable (Cost Function - Gradient Descent).
Linear Regression with Multiple Variable.
Logistic Regression (Classification).
Logistic Regression (Cost Function - Gradient Descent).
Logistic Regression (Multiclass).
Regularization Overfitting.
Regularization (Linear and Logistic Regression).
Neural Network Overview.
Neural Network (Cost Function).
Advice for Applying Machine Leaning.
Machine Learning Project 1
Machine Learning Project 2
Python Basics Course Contents:
How to print
Variables
Receive Input from User
Type Conversion
String
Formatted String
String Methods
Arithmetic Operations
Math Functions
If Statement
Logical Operators
Comparison Operators
While
For Loops
Nested Loops
List
2D List
List Methods
Tuples
Unpacking
Dictionaries
Functions
Parameters
Keyword Arguments
Return Statement
Try - Except
Comments
Classes
Notes:
You will learn the basics of Machine Learning.
You will learn the basics of python.
You will need to set up Anaconda.
You will need to setup python & PyCharm
This course is considered the first step in Machine Learning.
You can ask anytime.
No Programming Experience is Needed for this course.
Python for Data Science and Machine Learning is a great course that you can take to learn the implementation of ML models in Python.
This course is considered step one in Machine Leaning, You will learn the concept of Machine Learning with python basics.
Goals
What will you learn in this course:
- You Will learn basic concept of Machine Learning, Types of Machine Learning
- You Will learn basic concept of Linear Regression With One Variable & Multiple
- You Will learn basic concept of Logistic Regression
- You Will learn basic concept of Regularization (Linear and Logistic Regression)
- You Will learn basic concept of Neural Network
- Machine Learning Projects
Prerequisites
What are the prerequisites for this course?
- No Programming Experience Needed
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction
1 Lectures
- Introduction 01:54 01:54
Machine Learning with Python Basics
13 Lectures
Machine Learning Projects
3 Lectures
Python Basics
31 Lectures
Python Projects
3 Lectures
Instructor Details
Mohamed Gamal
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