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IT : Data Science | The Absolute Beginners Guide To Data Science

Data Science, Data Science Online Course, Data science Courses & Training, Online Data Science Courses

Simpliv LLC

Summary

Price
£3,095.90 inc VAT
Or £257.99/mo. for 12 months...
Study method
Online
Duration
22 hours · Self-paced
Access to content
Lifetime access
Qualification
No formal qualification
Certificates
  • Certificate of completion - Free
Additional info
  • Tutor is available to students

Overview

You will gain a firm foothold of the fundamentals of Data Science. The course provides the entire toolbox you need to become a data scientist
You will understand the mathematics and statistics behind Machine Learning
You will understanding the Octagonal Technical Facets of Data Science
You will improve Machine Learning algorithms by studying underfitting, overfitting, training, validation, n-fold cross validation, testing, and how hyperparameters could improve performance
You will unfold the power of deep neural networks
Learn the degrees of freedom, mathematical operations

Introduction

Curriculum of Data Science

Practical Scenario 1

Data Science Roles

An Insight on Data Science

Terminologies and Statistical Methods in Data Science

Confusion Matrix, Random Variables

Descriptive Statistics

Understanding Percentile

Probability : An Introduction

Probability: Continued

Descriptive Statistics Part 1

Descriptive stats continued

Degrees of freedom and mathematical operations

R Programming

Refresher

Certificates

Certificate of completion

Digital certificate - Included

Description

We build your foundation by going through the basics of Mathematics, Statistics and Machine Learning using our foundation training program on Data Science - DS1 Module:

In our DS1 Module You will Learn:

Descriptive & Inferential Statistics
Data Visualization
R Programming
Data Distributions - Discrete/Continuous
Matrix Algebra, Coordinate geometry & Calculus
CRISP-DM Framework
Machine Learning - Part 1
Simple & Multiple Linear regression with case studies
Basic knowledge
The course is also ideal for beginners, as it starts from the fundamentals and gradually builds up your skills. You should take this course if you want to become a Data Scientist or if you want to learn about the field

Who is this course for?

The course is also ideal for beginners, as it starts from the fundamentals and gradually builds up your skills
You should take this course if you want to become a Data Scientist or if you want to learn about the field

Questions and answers

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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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Similar subjects: Data science, IT
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