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Statistics & Probability for Data Science, Data Structure & Python - 3QLS Endorsed Diploma cover image

Statistics & Probability for Data Science, Data Structure & Python - 3QLS Endorsed Diploma
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16-in-1 Bundle | 3 QLS Endorsed Training + Free 3 QLS Hardcopy Certificate & 16 CPD E-Certificates + Lifetime Access

Summary

Price
£209 inc VAT
Or £69.67/mo. for 3 months...
Study method
Online
Course format
Video
Duration
80 hours · Self-paced
Access to content
Lifetime access
Qualification
No formal qualification
CPD
160 CPD hours / points
CPD What's this?
Achievement
Endorsed by The Quality Licence Scheme
Certificates
  • 13 CPD Quality Standard Certificates - Free
  • 3 QLS Endorsed Certificates - Free
Additional info
  • Tutor is available to students

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Overview

The growing demand for data science and machine learning professionals highlights the importance of mastering theoretical concepts. A recent study revealed that the global data science industry is expected to grow at an annual rate of over 30%, reaching a market size of $230.80 billion by 2026. In this ever-expanding field, understanding Statistics & Probability for Data Science, Data Structure & Python is crucial for staying ahead. This comprehensive bundle offers an advanced pathway to develop expertise in theoretical frameworks that drive data analysis and decision-making.

Through courses such as Statistics & Probability for Data Science, Data Structure & Python, learners will gain advanced knowledge of statistical models, probability theory, data structures, and programming in Python. Alongside these technical courses, personal development modules are included to guide learners through career growth and enhancement. This bundle provides a well-rounded approach to building strong foundational knowledge in data science without requiring hands-on or practical experience.

Bundle Include includes:

QLS Endorsed Courses:

  • Course 01: Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7
  • Course 02: Diploma in Data Structure at QLS Level 5
  • Course 03: Certificate in Python at QLS Level 3

CPD QS Accredited Courses:

  • Course 04: R Programming for Data Science
  • Course 05: Business and Data Analytics for Beginners
  • Course 06: Learn Financial Analytics and Statistical Tools
  • Course 07: SQL For Data Analytics & Database Development
  • Course 08: Big Data Analytics with PySpark Power BI and MongoDB
  • Course 09: Google Data Studio: Data Analytics
  • Course 10: Business Intelligence Analyst
  • Course 11: Data Analysis In Excel

Take your career to the next level with our bundle that includes technical courses and five guided courses focused on personal development and career growth.

  • Course 12: Career Development Plan Fundamentals
  • Course 13: CV Writing and Job Searching
  • Course 14: Networking Skills for Personal Success
  • Course 15: Ace Your Presentations: Public Speaking Masterclass
  • Course 16: Decision Making and Critical Thinking

Learning Outcomes

  • Understand key concepts in Statistics & Probability for Data Science, Data Structure & Python.
  • Develop the ability to apply statistical models to theoretical data science problems.
  • Gain proficiency in Python programming for algorithm design and data analysis.
  • Master advanced data structures and their applications in data science.
  • Explore business analytics tools and methods to assess data-driven decisions.
  • Enhance personal development through skills such as critical thinking and effective communication.

Achievement

Certificates

13 CPD Quality Standard Certificates

Digital certificate - Included

3 QLS Endorsed Certificates

Hard copy certificate - Included

CPD

160 CPD hours / points
Accredited by CPD Quality Standards

Course media

Description

This bundle, titled Statistics & Probability for Data Science, Data Structure & Python, combines advanced theoretical courses with personal development tracks designed to enhance both technical knowledge and career advancement. The QLS-endorsed courses cover complex statistical models, probability theory, data structures, and Python programming, providing learners with a robust foundation in data science and machine learning. Through courses like Statistics & Probability for Data Science, Data Structure & Python, students explore the mathematics behind algorithms and data analysis, offering insights into how businesses make data-driven decisions.

In addition to these technical modules, the bundle includes CPD QS accredited courses such as Business and Data Analytics for Beginners, which delves into fundamental concepts of data interpretation and decision-making in a corporate setting. Further, learners will develop essential career skills like CV writing, networking, and public speaking to support their professional journey. With its balance of data science theory and personal growth, this bundle offers a unique pathway for those looking to deepen their knowledge of data science principles.

Who is this course for?

  • Aspiring data scientists looking to build strong theoretical knowledge.
  • Individuals interested in mastering Statistics & Probability for Data Science, Data Structure & Python.
  • Business professionals aiming to understand data structures and analytics.
  • Students seeking advanced skills in Python programming.
  • Data analysts wishing to explore probability theory and statistical models.
  • Those preparing for a career in business intelligence or data science.

Requirements

You are warmly invited to register for this bundle. Please be aware that there are no formal entry requirements or qualifications necessary. This curriculum has been crafted to be open to everyone, regardless of previous experience or educational attainment.

Career path

  • Data Science Research Analyst
  • Theoretical Data Analyst
  • Machine Learning Model Designer
  • Python Programming Theorist
  • Business Intelligence Consultant
  • Advanced Data Structure Specialist
  • Statistics & Probability Consultant in Data Science

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Legal information

This course is advertised on Reed.co.uk by the Course Provider, whose terms and conditions apply. Purchases are made directly from the Course Provider, and as such, content and materials are supplied by the Course Provider directly. Reed is acting as agent and not reseller in relation to this course. Reed's only responsibility is to facilitate your payment for the course. It is your responsibility to review and agree to the Course Provider's terms and conditions and satisfy yourself as to the suitability of the course you intend to purchase. Reed will not have any responsibility for the content of the course and/or associated materials.

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.
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