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Machine Learning - CPD Accredited

Summer into Savings | 11-in-1 Bundle| 125 CPD Points| Gifts: Hardcopy + PDF Certificate + SID - Worth £180


Apex Learning

Summary

Price
Save 3%
£51 inc VAT (was £53)
Or £17.00/mo. for 3 months...
Offer ends 06 May 2024
Study method
Online
Duration
72 hours · Self-paced
Access to content
Lifetime access
Qualification
No formal qualification
CPD
125 CPD hours / points
Certificates
  • Certificate of completion - Free
Additional info
  • Exam(s) / assessment(s) is included in price
  • Tutor is available to students

2 students purchased this course

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Overview

Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Save Up To £4,169 and get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now

Give a compliment to your career and take it to the next level. This Machine Learning will provide you with the essential knowledge and skills required to shine in your professional career. Whether you want to develop skills for your next job or want to elevate skills for your next promotion, this Machine Learning will help you keep ahead of the pack.

The Machine Learning incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can reinforce your professional skills and essential knowledge, reaching out to the level of expertise required for your position. Further, this Machine Learning will add extra value to your resume to stand out to potential employers.

Throughout the programme, it stresses how to improve your competency as a person in your profession while at the same time it outlines essential career insights in this job sector. Consequently, you’ll strengthen your knowledge and skills; on the other hand, see a clearer picture of your career growth in future. By the end of the Machine Learning, you can equip yourself with the essentials to keep you afloat into the competition.

Along with this Machine Learning course, you will get 10 other premium courses. Also, you will get an original Hardcopy and PDF certificate for the title course and a student ID card absolutely free.

This Bundle Consists of the following Premium courses:

  • Course 01: Machine Learning with Python
  • Course 02: Advanced Diploma in User Experience UI/UX Design
  • Course 03: Data Science & Machine Learning with R
  • Course 04: Python Programming for Everybody
  • Course 05: Data Structures Complete Course
  • Course 06: Data Science with Python
  • Course 07: Computer Science: Graph Theory Algorithms
  • Course 08: Higher Order Functions in Python - Level 03
  • Course 09: AWS Essentials
  • Course 10: Cloud Computing / CompTIA Cloud+ (CV0-002)
  • Course 11: Introduction to Data Analysis

So, enrol now to advance your career!

Benefits you’ll get choosing Apex Learning for this Machine Learning:

  • One payment, but lifetime access to 11 CPD courses
  • Certificate, student ID for the title course included in a one-time fee
  • Full tutor support available from Monday to Friday
  • Free up your time — don’t waste time and money travelling for classes
  • Accessible, informative modules taught by expert instructors
  • Learn at your ease — anytime, from anywhere
  • Study the course from your computer, tablet or mobile device
  • CPD accredited course — improve the chance of gaining professional skills

How will I get my Certificate?

After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement.

  • PDF Certificate: Free (Previously it was £10 * 11 = £110)
  • Hard Copy Certificate: Free (For The Title Course)

If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But this Fall, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10!

P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99.

CPD

125 CPD hours / points
Accredited by CPD Quality Standards

Course media

Description

Curriculum of the Bundle

Course 01: Machine Learning with Python

  • Module 01: Introduction to Algorithms
  • Module 02: Preprocessing
  • Module 03: Regression
  • Module 04: Classification

Course 02: Data Science & Machine Learning with R

  • Data Science and Machine Learning Course Intro
  • Data Types and Structures in R
  • Data Types and Structures in R
  • Intermediate R
  • Data Manipulation in R
  • Data Visualization in R
  • Creating Reports with R Markdown
  • Building Webapps with R Shiny
  • Introduction to Machine Learning
  • Starting A Career in Data Science

Course 03: Python Programming for Everybody

Module 01

  • A Installing Python
  • Documentation
  • Command Line
  • Variables
  • Simple Python Syntax
  • Keywords
  • Import Module

Module 02

  • Additional Topics
  • If Elif Else
  • Iterable
  • For
  • Loops
  • Execute
  • Exceptions

Module 03

  • Data Types
  • Number Types
  • More Number Types
  • Strings
  • More Strings
  • Files
  • Lists
  • Dictionaries
  • Tuples
  • Sets

Module 04

  • Comprehensions
  • Definitions
  • Functions
  • Default Arguments
  • Doc Strings
  • Variadic Functions
  • Factorial

Module 05

  • Function Objects
  • Lambda
  • Generators
  • Closures
  • Classes
  • Object Initialization
  • Class Static Members
  • Classic Inheritance
  • Data Hiding

Course 04: Advanced Diploma in User Experience UI/UX Design

  • UX/UI Course Introduction
  • Introduction To The Web Industry
  • Foundations of Graphic Design
  • UX Design (User Experience Design)
  • UI Design (User Interface Design)
  • Optimization
  • Starting a Career in UX/UI Design

Course 05: Data Structures Complete Course

  • Unit 01: Introduction
  • Unit 02: Arrays
  • Unit 03: Liked List
  • Unit 04: Stack
  • Unit 05: Queues
  • Unit 06: Priority Queues (PQs)
  • Unit 07: Union Find
  • Unit 08: Binary Search Trees
  • Unit 09: Fenwick Tree
  • Unit 10: Hash Tables
  • Unit 11: Suffix Array
  • Unit 12: AVL Trees
  • Unit 13: Indexed Priority Queue
  • Unit 14: Sparse Tables

Course 06: Data Science with Python

  • Unit 01: Introduction to Python Data Science
  • Unit 02: Data Cleaning Packages
  • Unit 03: Data Visualization packages

Course 07: Computer Science: Graph Theory Algorithms

  • Module 00: Promo
  • Module 01: Introduction
  • Module 02: Common Problem
  • Module 03: Depth First Search
  • Module 04: Breadth First Search
  • Module 05: Breadth First Search Shortest Path on a Grid
  • Module 06: Trees
  • Module 07: Topological Sort
  • Module 08: Dijkstra
  • Module 09: Bellman-Ford Algorithm
  • Module 10: Floyd-Warshall Algorithm
  • Module 11: Bridge and Algorithm Points
  • Module 12: Tarjan Algorithm
  • Module 13: Travelling Salesman Problem (TSP)
  • Module 14: Eulerian Paths and Circuits
  • Module 15: Prim’s Minimum Spanning Tree Algorithm
  • Module 16: Network Flow

Course 08: Higher Order Functions in Python - Level 03

  • Module 01: Course Introduction
  • Module 02: Simple Higher Order Functions
  • Module 03: Sorting with Keys
  • Module 04: Map Function
  • Module 05: Filter Function
  • Module 06: List Comprehension Alternative
  • Module 07: Recursion Introduction

Course 09: AWS Essentials

  • Section 01: AWS Foundations and Services
  • Section 02: AWS Security and Costs

Course 10: Cloud Computing / CompTIA Cloud+ (CV0-002)

  • Section 01: What You Need to Know
  • Section 02: Introducing the Cloud
  • Section 03: System Requirements for Cloud Deployments
  • Section 04: Cloud Storage
  • Section 05: Cloud Compute
  • Section 06: Cloud Networking
  • Section 07: Cloud Security
  • Section 08: Migrating to the Cloud
  • Section 09: Maintaining Cloud Solutions
  • Section 10: Troubleshooting Cloud Solutions

Course 11: Introduction to Data Analysis

  • Module 01: Introduction
  • Module 02: Agenda and Principles of Process Management
  • Module 03: The Voice of the Process
  • Module 04: Working as One Team for Improvement
  • Module 05: Exercise: The Voice of the Customer
  • Module 06: Tools for Data Analysis
  • Module 07: The Pareto Chart
  • Module 08: The Histogram
  • Module 09: The Run Chart
  • Module 10: Exercise: Presenting Performance Data
  • Module 11: Understanding Variation
  • Module 12: The Control Chart
  • Module 13: Control Chart Example
  • Module 14: Control Chart Special Cases
  • Module 15: Interpreting the Control Chart
  • Module 16: Control Chart Exercise
  • Module 17: Strategies to Deal with Variation
  • Module 18: Using Data to Drive Improvement
  • Module 19: A Structure for Performance Measurement
  • Module 20: Data Analysis Exercise
  • Module 21: Course Project
  • Module 22: Test your Understanding

Who is this course for?

Anyone from any background can enrol in this Machine Learning bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this course. Students can take this course to gather professional knowledge besides their study or for the future.

Requirements

Our Machine Learning is fully compatible with PC’s, Mac’s, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G.

There is no time limit for completing this course, it can be studied in your own time at your own pace.

Career path

Having these various expertise will increase the value in your CV and open you up to multiple job sectors.

Questions and answers

Currently there are no Q&As for this course. Be the first to ask a question.

Certificates

Certificate of completion

Digital certificate - Included

Reviews

Currently there are no reviews for this course. Be the first to leave a review.

FAQs

Study method describes the format in which the course will be delivered. At Reed Courses, courses are delivered in a number of ways, including online courses, where the course content can be accessed online remotely, and classroom courses, where courses are delivered in person at a classroom venue.

CPD stands for Continuing Professional Development. If you work in certain professions or for certain companies, your employer may require you to complete a number of CPD hours or points, per year. You can find a range of CPD courses on Reed Courses, many of which can be completed online.

A regulated qualification is delivered by a learning institution which is regulated by a government body. In England, the government body which regulates courses is Ofqual. Ofqual regulated qualifications sit on the Regulated Qualifications Framework (RQF), which can help students understand how different qualifications in different fields compare to each other. The framework also helps students to understand what qualifications they need to progress towards a higher learning goal, such as a university degree or equivalent higher education award.

An endorsed course is a skills based course which has been checked over and approved by an independent awarding body. Endorsed courses are not regulated so do not result in a qualification - however, the student can usually purchase a certificate showing the awarding body's logo if they wish. Certain awarding bodies - such as Quality Licence Scheme and TQUK - have developed endorsement schemes as a way to help students select the best skills based courses for them.