Description

Discover the thrilling world of artificial intelligence with the 'Machine Learning Course with Python'. Immerse yourself in a voyage from foundational concepts, unveiling the mysteries behind algorithms, to diving deep into the cores of preprocessing, regression, and classification. Crafted meticulously, this course introduces Python as the catalyst, opening doors to data-driven decision-making and predictive analysis, empowering your journey in the ever-evolving field of machine learning.

Learning Outcomes

Grasp the foundational knowledge of various machine learning algorithms.

Attain proficiency in preprocessing data for optimal outcomes.

Master the nuances of regression analysis using Python.

Delve into the intricacies of classification techniques.

Enhance problem-solving abilities with practical Python-driven machine learning applications.

Why choose this Machine Learning Course with Python course?

Unlimited access to the course for a lifetime.

Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course.

Structured lesson planning in line with industry standards.

Immerse yourself in innovative and captivating course materials and activities.

Assessments are designed to evaluate advanced cognitive abilities and skill proficiency.

Flexibility to complete the Machine Learning Course with Python Course at your own pace, on your own schedule.

Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience.

Who is this Machine Learning Course with Python course for?

Aspiring data scientists eager to harness the power of machine learning.

Python enthusiasts aiming to delve into its applications in AI.

Professionals in the tech industry seeking a transition into data roles.

Academics and researchers wanting to employ machine learning in their work.

Business analysts aiming to leverage predictive analytics for better insights.

Career path

Data Scientist: £40,000 - £70,000

Machine Learning Engineer: £50,000 - £80,000

AI Researcher: £45,000 - £75,000

Data Analyst: £30,000 - £50,000

Python Developer: £35,000 - £65,000

Business Intelligence Developer: £40,000 - £60,000

Prerequisites

This Machine Learning Course with Python does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Machine Learning Course with Python was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection.

Certification

After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8.

Course Curriculum

Module 01: Introduction to Machine Learning Algorithms
	Introduction to types of ML algorithm	00:02:00
Module 02: Preprocessing
	Importing a dataset in python	00:02:00
	Resolving Missing Values	00:06:00
	Managing Category Variables	00:04:00
	Training and Testing Datasets	00:07:00
	Normalizing Variables	00:02:00
	Normalizing Variables - Python Code	00:03:00
	Summary	00:01:00
Module 03: Regression
	Simple Linear Regression - How it works?	00:04:00
	Simple Linear Regreesion - Python Implementation	00:07:00
	Multiple Linear Regression - How it works?	00:01:00
	Multiple Linear Regression - Python Implementation	00:09:00
	Decision Trees - How it works?	00:05:00
	Random Forest - How it works?	00:03:00
	Decision Trees and Random Forest - Python Implementation	00:04:00
Module 04: Classification
	kNN - How it works?	00:02:00
	kNN - Python Implementation	00:10:00
	Decision Tree Classifier and Random Forest Classifier in Python	00:10:00
	SVM - How it works?	00:04:00
	SVM - Python Implementation	00:06:00
Assignment
	Assignment - Machine Learning Course with Python	00:00:00

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Machine Learning Course with Python

By Studyhub UK

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