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Data Analyst (Data Analytics) Diploma - CPD Certified

12 in 1 Career Guided Programme| Python, Data Science, ML, Tableau, SQL Programming, Data Mining, Business Analysis...

Apex Learning


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£45 inc VAT (was £100)
Offer ends 30 November 2023
Study method
Online, self-paced
Course format What's this?
86 hours
No formal qualification
130 CPD hours / points
  • Certificate of Completion (Digital Copy) - Free
  • Certificate of Completion (Hard Copy) - Free
Additional info
  • Exam(s) / assessment(s) is included in price
  • Tutor is available to students

588 students purchased this course

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*** Limited time offer: Get access to 12 courses Data Analyst (Data Analytics) Bundle, and receive 12 FREE PDF Certificates, student ID, and a multitude of additional benefits ***

Demand for data analysts, data scientists and data engineers tripled over the past five years, rising 231%. That’s much faster than job postings overall in the UK, which rose 36%. Hence, the demand for skilled data analysts has skyrocketed in the UK and all over the world! On average, salaries for these data analysts' roles are £64,376 and keep on rising.

With a broader overview of the data analyst's responsibility, data chart, and presentation tools, the bundle describes how to filter, improve and handle data to present various information. You’ll learn process management, how to analyse data and make vital business decisions data analyst bundle will buckle you up to perform simple to complex business analysis tasks effectively and more efficiently.

Furthermore, the data analyst course accentuates developing your programming skills for a data analyst, such as Python, SQL, and R. What’s more? Besides strengthening Microsoft Excel skills for a data analyst, you can improve your expertise in Tableau, Google Data Studio and business analysis ability from this Data Analyst (Data Analytics) Bundle course. Hence, you can both be an efficient data analyst and a competent candidate for a challenging position.

Learning Outcomes of Data Analyst (Data Analytics)

Upon completion of the Data Analyst (Data Analytics) program, you will have acquired:

  • Acquire a big picture understanding of the data analyst role
  • Fundamentals of data analysis (data analyst) including process management, tools for data analysis, various charts
  • Ability to conduct thorough research and turn raw data into presentable information
  • Perform a multitude of data operations in Python's popular "pandas" library, including grouping, pivoting, joining and more!
  • Learn about NLP, Machine Learning (ML), data visualisation using matplotlib, Seaborn and much more
  • Knowledge of all the essential SQL commands and become proficient in SQL tools like GROUP BY, JOINS, and Subqueries
  • Become competent in using sorting and filtering commands in SQL
  • Learn general cloud computing concepts and gain a solid understanding of the fundamental systems on which the cloud is based
  • Learn how to use the R programming language for data science, machine learning, and data visualisation
  • Learn data analytics with Tableau, business intelligence and data mining masterclass, basic google data studio

This Data Analyst (Data Analytics) Bundle Consists of the following Premium courses:

  • Course 01: Introduction to Data Analysis
  • Course 02: Python for Data Analysis
  • Course 03: SQL Programming Masterclass
  • Course 04: Data Science & Machine Learning with R
  • Course 05: Data Analytics with Tableau
  • Course 06: Basic Google Data Studio
  • Course 07: Business Intelligence and Data Mining Masterclass
  • Course 08: Business Analysis Level 3
  • Course 09: Microsoft Excel: Automated Dashboard Using Advanced Formula, VBA, Power Query
  • Course 10: Cloud Computing / CompTIA Cloud+ (CV0-002)
  • Course 11: GDPR Data Protection Level 5
  • Course 12: ChatGPT Crash Course

Upon finishing this 12-course Data Analyst (Data Analytics) bundle, you will acquire the necessary skills for a thriving career in this rapidly expanding industry. Waste no more time – enrol today and commence your path towards a promising future!


130 CPD hours / points
Accredited by CPD Quality Standards

Course media



12 in-1 Data Analyst (Data Analytics)

The curriculum of the Data Analyst Bundle

Course 1: Introduction to Data Analysis

  • Introduction
  • Agenda and Principles of Process Management
  • The Voice of the Process
  • Working as One Team for Improvement
  • Exercise: The Voice of the Customer
  • Tools for Data Analysis
  • The Pareto Chart
  • The Histogram
  • The Run Chart
  • Exercise: Presenting Performance Data
  • Understanding Variation
  • The Control Chart
  • Control Chart Example
  • Control Chart Special Cases
  • Interpreting the Control Chart
  • Control Chart Exercise
  • Strategies to Deal with Variation
  • Using Data to Drive Improvement
  • A Structure for Performance Measurement
  • Exercise
  • Course Project
  • Test your Understanding

Course 2: Python for Data Analysis

  • Welcome, Course Introduction & overview, and
  • Environment set-up
  • Python Essentials
  • Python for Data Analysis using NumPy
  • Python for Data Analysis using Pandas
  • Python for Data Visualization using mat plotlib
  • Python for Data Visualization using Seaborn
  • Python for Data Visualization using pandas
  • Python for interactive & geographical plotting using Plotly
  • and Cufflinks
  • Capstone Project - Python for Data Analysis &
  • Visualization
  • Python for Machine Learning (ML) - sci-kit-learn - Linear
  • Regression Model
  • Python for Machine Learning - scikit-learn - Logistic
  • Regression Model
  • Python for Machine Learning - scikit-learn - K Nearest
  • Neighbors
  • Python for Machine Learning - scikit-learn - Decision Tree
  • and Random Forests
  • Python for Machine Learning - scikit-learn -Support Vector
  • Machines (SVMs)
  • Python for Machine Learning - scikit-learn - K Means
  • Clustering
  • Python for Machine Learning - scikit-learn - Principal
  • Component Analysis (PCA)
  • Recommender Systems with Python - (Additional Topic)
  • Python for Natural Language Processing (NLP) - NLTK -
  • (Additional Topic)

Course 3: SQL Programming Masterclass

  • Introduction
  • Setting up Course Tools
  • Browsing & Filtering Data
  • Filter Data with AND, OR, NOT Operators
  • Math Operations
  • String Concatenation
  • Tidy Up Your Results: Sorting, Alias Names, Limit
  • Records
  • NULL, DISTINCT & CASE Statements
  • Functions in SQL: Multiple-Row Functions
  • Functions in SQL: Single-Row Functions
  • Nested Queries
  • Casting & Data Conversion
  • Combination Relationships
  • Joins in SQL
  • Data Manipulation (DML)
  • SQL Data Definition Language (DDL)

Course 4: 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 5: Data Analytics with Tableau

  • Introduction to the Course
  • Project 1: Discount Mart (Sales and Profit Analytics)
  • Project 2: Green Destinations (HR Analytics)
  • Project 3: Superstore (Sales Agent Tracker)
  • Northwind Trade (Shipping Analytics)
  • Project 5: Tesla (Stock Price Analytics)
  • Bonus: Introduction to Database Concepts
  • Tableau Stories

Course 6: Basic Google Data Studio

  • Introduction to GDS
  • Data Visualization
  • Geo-visualization
  • A Socio-Economic Case Study

Course 7: Business Intelligence and Data Mining Masterclass

  • What is Business Intelligence?
  • Starting Case in understanding BI needs in diff phase
  • of business
  • Decision-Making Process and Need of IT systems
  • Problem Structure and Decision Support System
  • Introduction to BI Applications
  • Dashboard presentation systems
  • Different Types of Charts used in 131 Dashboards
  • Good Dashboard and BSC
  • Examples of Bad Dashboards
  • Process of KPI Development
  • Overview of Data warehouse
  • More explaining of data warehouse and steps in
  • processing
  • Data Warehouse Architecture –Tiers
  • Data Warehouse – components
  • Approach to develop data structure and Models of
  • database
  • Basics of Data Mining – Meaning
  • Basics of Data Mining – Stages of DM
  • Data Mining Technique – Classification
  • Data mining – Clustering
  • Data Mining – Association Rules
  • Data Mining Applications – Banking
  • Data Mining Applications – CRM
  • Data Mining Applications – other industries

Course 8: Business Analysis Level 3

  • Introduction to Business Analysis
  • Business Processes
  • Business Analysis Planning and Monitoring
  • Strategic Analysis and Product Scope
  • Solution Evaluation
  • Investigation Techniques
  • Ratio Analysis
  • Stakeholder Analysis & Management
  • Process Improvement with Gap Analysis
  • Documenting & Managing Requirements
  • Career Prospect as a Business Analyst in the UK

Course 9: Microsoft Excel: Automated Dashboard Using Advanced Formula, VBA, Power Query

  • Introduction
  • Prepaid Expenses Models: Resources Download
  • Accounting for Prepaid Expenses
  • Excel Formulas Detailed: Introduction to three Excel
  • Models
  • Formula-Based Prepaid Expenses Model
  • Calculate Prepaid Expenses Amortisation from Exact
  • Start Date
  • Prepaid Expenses Summary with Power Query & Pivot
  • Table
  • Advanced VBA Prepaid Expenses Amortisation Model
  • BONUS: Dynamic Dashboard for Divisional Profit &
  • Loss statements: Easy Way
  • Power Query & Pivot Tables based Dashboard without any Formulas, Fully Dynamic

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

  • What You Need to Know
  • Introducing the Cloud
  • System Requirements for Cloud Deployments
  • Cloud Storage
  • Cloud Compute
  • Cloud Networking
  • Cloud Security
  • Migrating to the Cloud
  • Maintaining Cloud Solutions
  • Troubleshooting Cloud Solutions

Course 11: GDPR Data Protection

  • GDPR Basics
  • GDPR Explained
  • Lawful Basis for Preparation
  • Rights and Breaches

Course 12: ChatGPT Crash Course

  • Sign up for an OpenAI Account
  • What can ChatGPT do for you?
  • ChatGPT for Business
  • ChatGPT for Teaching
  • ChatGPT for Research
  • Limitations of ChatGPT
  • Additional Videos

How will I get my Data Analyst (Data Analytics) Bundle Certificate?

After successfully completing the Data Analyst (Data Analytics) 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 £6*12 = £72)
  • Hard Copy Certificate: Free (For The Title Course: Previously it was £10)

Sign up for this Data Analyst (Data Analytics) Bundle course today and start your journey with Apex Learning.

Who is this course for?

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

  • Aspiring data analysts
  • Business analyst professionals who want to improve their skills
  • Anyone who wants to develop their data analysis skills


With our 24/7 online platform, study anywhere, anytime. Our Data Analyst (Data Analytics) course is open to all, requiring only a passion for learning.

Career path

This Data Analyst (Data Analytics) Bundle is ideal for those who want to take their development to the next level and fast-track their career in any of the following roles:

  • Data Analyst: £30,000 - £50,000
  • Senior Data Analyst: £50,000 - £70,000
  • Data Scientist: £70,000 - £100,000
  • Business Intelligence Manager: £60,000 - £80,000
  • Machine Learning Engineer: £60,000 - £90,000

Questions and answers

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Charles asked:

If introduction to data Analysis cost £10, does it means the remaining 10 premium courses cost £10 each to obtain a certificate


Dear Charles, Good Afternoon. This is a bundle course that costs £39. It comprises 11 courses with no hidden charges. You will get a hard copy certificate for the title course and free PDF certificates for all courses. You can obtain further hard copies upon paying a fee.

This was helpful. Thank you for your feedback.
Kathryn asked:

Can I buy the course, but wait until a more convenient time to start?


Hi Kathryn, Yes, you can. Once you purchase, you will get lifetime access to the course.

This was helpful. Thank you for your feedback.
Saba asked:

Is access to the programming languages, R and python, part of the package.


Hi Saba, Good Afternoon. Yes, you will get access to 11 premium courses if you purchase this bundle.

This was helpful. Thank you for your feedback.
Anon asked:

Is this for beginers who are looking at a career change and want to go into a Data analyst role?


Dear Anon, Good Morning. Yes, it will be the perfect choice for someone looking to start from scratch.

This was helpful. Thank you for your feedback.
M.W asked:

Hello Once you have started the course how long do you have to complete it?


Hi, You will get lifetime access to the course.

This was helpful. Thank you for your feedback.
Barry asked:

I am very interested in this course but I have no background in data analysis is this course suitable for someone of my experience


Hi Barry, Thanks for your query. Yes, the course will be suitable for you since the course is designed in a way that anyone from any background can do the course.

This was helpful. Thank you for your feedback.
Kathie asked:

Do you get a certificate in the post or do you have to print at home thank you


Dear Kathie, You will receive hardcopy certificate via post for the title course (Data Analyst) and certificate digital copy for rest of the courses.

This was helpful. Thank you for your feedback.
Veronica asked:

Hi I want to buy this course is for begginer? Thank you.


Dear Veronica, Good Afternoon. Yes, a beginner can do the course.

This was helpful. Thank you for your feedback.
Stephen asked:

What software/applications are required to complete this course?


Dear Stephen, Good Afternoon. The software required to complete this course are, Python R PostgreSQL SQL Electron Tableau Google Data Studio Microsoft Excel ChatGPT

This was helpful. Thank you for your feedback.
Zakaria asked:



Dear Zakaria, Good Afternoon. Could you please clarify your concern so we can assist you better?

This was helpful. Thank you for your feedback.
Emre asked:

Can I use Google Chromebook for this course, tools etc?


Dear Emre, Good Morning. Yes, you can access and complete the course using any internet-enabled smart device.

This was helpful. Thank you for your feedback.
Ella asked:

Once enrolled on the course, is there a deadline to complete it?


Dear Ella, Good Afternoon. No, you will have lifetime access to the course.

This was helpful. Thank you for your feedback.
Lauren asked:

Hi, can you explain more about the student ID and additional benefits when purchasing this course please?


Hi Lauren, Students often get discounts in many national or private outlets and also get access to amusement parks, seminars, exhibitions, or carnivals.

This was helpful. Thank you for your feedback.
SARAH asked:

When is the next start date for this course please?


Hi Sarah, Good Afternoon. The course is fully online and it is accessible 24/7, you can start studying as soon as you get enrolled.

This was helpful. Thank you for your feedback.
Harry asked:

I m 29 yrs old can i do this course


Dear Harry, Any learner 16 years and above is eligible to enrol in this course.

This was helpful. Thank you for your feedback.


Certificate of Completion (Digital Copy)

Digital certificate - Included

Certificate of Completion (Hard Copy)

Hard copy certificate - Included

You will get the Hard Copy certificate for the title course (Introduction to Data Analysis) absolutely Free! Other Hard Copy certificates are available for £10 each.

Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.


Course rating


What does study method mean?

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.

What are CPD hours/points?

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.

What is a ‘regulated qualification’?

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.

What is an ‘endorsed’ course?

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.