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Remember: All of our classroom courses are available as live instructor-led training which you can attend from home.

Remember: All of our classroom courses are available as live instructor-led training which you can attend from home.

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Probability And Statistics For Data Science Training - United Kingdom

Key points about this course


Duration: 2 Days*

Support: 24/7

Dates & Prices Enquire
  • Gain knowledge of random variables and multivariate random variables.
  • Learn about the convergence of random processes and Markov chains.
  • Become familiarised with Bayesian statistics, hypothesis testing, and linear regression.

Available delivery methods for this course

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Online Instructor-Led

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Online Self-Paced

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Onsite

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Limited Budget?

We understand that people may have limited budgets.

  • To help and support our clients we will provide limited number of 250 daily discount codes.
  • Hurry first come, first served!
  • If you miss out, enquire to get yourself on the waiting list for the next day!

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Why Home Virtual is great

With an incredibly easy to use interface, our chosen platform has been designed to make learning online simple and enjoyable. It’s amazing video & audio quality means you won’t miss a thing.

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Works on all devices

Attend on whichever device works best for you.
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Recording & transcripts

Revisit what you’ve learnt at any time.
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See your trainer’s screen

Your instructor can share their screen at any time to demonstrate what they’re teaching.
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Share documents

You can share documents with the trainer and your trainer can share with you.
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Virtual whiteboard

Trainers can draw on and share their whiteboard with the class at any time.
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Key points about this course


Duration: 2 Days*

Support: 24/7

View dates & prices

Find out more

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Probability And Statistics For Data Science Training Dates & Prices

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Thu 4th Jun 2020
Places available
£1995
Thu 11th Jun 2020
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£1995
Thu 18th Jun 2020
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Was: £2495
Now: £1995
Thu 25th Jun 2020
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£1995
Thu 2nd Jul 2020
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£1995
Norwich
Thu 9th Jul 2020
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£2195
Reading
Thu 9th Jul 2020
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£2195
Edinburgh
Thu 9th Jul 2020
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£2195
Nottingham
Thu 9th Jul 2020
Places available
£2195
London
Thu 9th Jul 2020
Places available
£1995
Dublin
Thu 9th Jul 2020
Places available
€2195
Liverpool
Thu 9th Jul 2020
Places available
£2195
Southampton
Thu 9th Jul 2020
Places available
£2195
Glasgow
Thu 9th Jul 2020
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£2195
Newcastle
Thu 9th Jul 2020
Places available
£2195
Brighton
Thu 9th Jul 2020
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£2195
Sheffield
Thu 9th Jul 2020
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£2195
Manchester
Thu 9th Jul 2020
Places available
£1995
Leeds
Thu 9th Jul 2020
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£2195
Thu 9th Jul 2020
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£1995
Cardiff
Thu 9th Jul 2020
Places available
£2195
Bristol
Thu 9th Jul 2020
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£2195
Milton Keynes
Thu 9th Jul 2020
Places available
£2195
Maidstone
Thu 9th Jul 2020
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£2195
Aberdeen
Thu 9th Jul 2020
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£2195
Birmingham
Thu 9th Jul 2020
Places available
£1995
Belfast
Thu 9th Jul 2020
Places available
£2195
Cambridge
Thu 9th Jul 2020
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£2195
Thu 16th Jul 2020
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Was: £2495
Now: £1995
Thu 23rd Jul 2020
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£1995
Thu 30th Jul 2020
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£1995
Thu 6th Aug 2020
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£1995
Thu 13th Aug 2020
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£1995
Thu 20th Aug 2020
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Was: £2495
Now: £1995
Thu 27th Aug 2020
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£1995
Thu 3rd Sep 2020
Places available
£1995
Liverpool
Thu 10th Sep 2020
Places available
£2195
Southampton
Thu 10th Sep 2020
Places available
£2195
Glasgow
Thu 10th Sep 2020
Places available
£2195
Newcastle
Thu 10th Sep 2020
Places available
£2195
Brighton
Thu 10th Sep 2020
Places available
£2195
Leeds
Thu 10th Sep 2020
Places available
£2195
Sheffield
Thu 10th Sep 2020
Places available
£2195
Manchester
Thu 10th Sep 2020
Places available
£1995
Cardiff
Thu 10th Sep 2020
Places available
£2195
Bristol
Thu 10th Sep 2020
Places available
£2195
Milton Keynes
Thu 10th Sep 2020
Places available
£2195
Maidstone
Thu 10th Sep 2020
Places available
£2195
Thu 10th Sep 2020
Places available
Was: £2495
Now: £1995
Aberdeen
Thu 10th Sep 2020
Places available
£2195
Birmingham
Thu 10th Sep 2020
Places available
£1995
Belfast
Thu 10th Sep 2020
Places available
£2195
Cambridge
Thu 10th Sep 2020
Places available
£2195
Norwich
Thu 10th Sep 2020
Places available
£2195
Reading
Thu 10th Sep 2020
Places available
£2195
Edinburgh
Thu 10th Sep 2020
Places available
£2195
Nottingham
Thu 10th Sep 2020
Places available
£2195
London
Thu 10th Sep 2020
Places available
£1995
Dublin
Thu 10th Sep 2020
Places available
€2195
Thu 17th Sep 2020
Places available
£1995
Thu 24th Sep 2020
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£1995
Thu 1st Oct 2020
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£1995
Thu 8th Oct 2020
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£1995
Thu 15th Oct 2020
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£1995
Thu 22nd Oct 2020
Places available
Was: £2495
Now: £1995
Thu 29th Oct 2020
Places available
£1995
Thu 5th Nov 2020
Places available
£1995
Sheffield
Thu 12th Nov 2020
Places available
£2195
Manchester
Thu 12th Nov 2020
Places available
£1995
Cardiff
Thu 12th Nov 2020
Places available
£2195
Bristol
Thu 12th Nov 2020
Places available
£2195
Milton Keynes
Thu 12th Nov 2020
Places available
£2195
Cambridge
Thu 12th Nov 2020
Places available
£2195
Maidstone
Thu 12th Nov 2020
Places available
£2195
Aberdeen
Thu 12th Nov 2020
Places available
£2195
Birmingham
Thu 12th Nov 2020
Places available
£1995
Belfast
Thu 12th Nov 2020
Places available
£2195
Norwich
Thu 12th Nov 2020
Places available
£2195
Reading
Thu 12th Nov 2020
Places available
£2195
Edinburgh
Thu 12th Nov 2020
Places available
£2195
Nottingham
Thu 12th Nov 2020
Places available
£2195
London
Thu 12th Nov 2020
Places available
£1995
Dublin
Thu 12th Nov 2020
Places available
€2195
Liverpool
Thu 12th Nov 2020
Places available
£2195
Southampton
Thu 12th Nov 2020
Places available
£2195
Thu 12th Nov 2020
Places available
£1995
Glasgow
Thu 12th Nov 2020
Places available
£2195
Newcastle
Thu 12th Nov 2020
Places available
£2195
Brighton
Thu 12th Nov 2020
Places available
£2195
Leeds
Thu 12th Nov 2020
Places available
£2195
Thu 19th Nov 2020
Places available
Was: £2495
Now: £1995
Thu 26th Nov 2020
Places available
£1995
Thu 3rd Dec 2020
Places available
Was: £2495
Now: £1995
Thu 10th Dec 2020
Places available
£1995
Thu 17th Dec 2020
Places available
£1995

Complete the steps below to receive a quote or more information

How will you be funding your training?

Self funding

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Not sure

Limited Budget?

We understand that people may have limited budgets.

  • To help and support our clients we will provide limited number of 250 daily discount codes.
  • Hurry, they’re are first come, first served!
  • If you miss out, enquire to get yourself on the waiting list for the next day!

  Enquire for daily discount code 32  Remaining (Live Counter)

Key points about this course


Duration: 2 Days*

Support: 24/7


Course Information

Probability and Statistics for Data Science​ Training Course Overview

Probability is the most fundamental skill required to be successful in the business world. This Probability and Statistics for Data Science training course is designed to acquaint delegates with the most fundamental concepts in the field of probability. The course will equip delegates with the knowledge about probability and statistics to tackle the problems related to business and data science.

The Knowledge Academy’s Probability and Statistics for Data Science training is crafted to equip delegates with a comprehensive understanding of complicated probabilistic concepts. This course will take your career to the next level, which is of probability, Bayesian probability, conditional probability, and probability distributions.

During this 2-day course, delegates will learn about discrete and continuous random variables. The course will teach delegates how to generate multivariate random variables. In addition, delegates will gain knowledge gaussian and poisson process. Post completion of this training, delegates will become familiarised with parametric and nonparametric testing.

Probability and Statistics for Data Science​ Training Course Outline

The following modules will be covered during this Probability and Statistics for Data Science Course:

Basic Probability Theory

  • Probability Spaces
  • Conditional Probability
  • Independence

Random Variables

  • Definition
  • Discrete Random Variables 
  • Continuous Random Variables
  • Conditioning on an Event
  • Functions of Random Variables
  • Generating Random Variables
  • Proofs

Multivariate Random Variables

  • Discrete Random Variables
  • Continuous Random Variables
  • Joint distributions of Discrete and Continuous Variables
  • Independence
  • Functions of Several Random Variables
  • Creating Multivariate Random Variables
  • Rejection Sampling

Expectation

  • Expectation Operator
  • Mean and Variance
  • Covariance
  • Conditional Expectation
  • Proofs

Random Processes

  • Definition
  • Mean and Autocovariance Functions
  • Independent Identically-Distributed Sequences Gaussian Process
  • Poisson Process
  • Random Walk

The convergence of Random Processes

  • Types of Convergence Law of Large Numbers
  • Central Limit Theorem
  • Monte Carlo Simulation

Markov Chains

  • Time-Homogeneous Discrete-Time Markov Chains
  • Recurrence
  • Periodicity
  • Convergence
  • Markov-Chain Monte Carlo

Descriptive Statistics

  • Histogram
  • Sample Mean and Variance
  • Order Statistics
  • Sample Covariance
  • Sample Covariance Matrix

Frequentist Statistics

  • Independent Identically-Distributed Sampling
  • Mean Square Error
  • Consistency
  • Confidence Intervals
  • Nonparametric Model Estimation
  • Parametric Model Estimation
  • Proofs

Bayesian Statistics

  • Bayesian Parametric Models
  • Conjugate Prior
  • Bayesian Estimators

Hypothesis Testing

  • The Hypothesis-Testing Framework
  • Parametric Testing
  • Nonparametric Testing: The Permutation Test
  • Multiple Testing

Linear Regression

  • Linear Models
  • Least-Squares Estimation
  • Overfitting

Prerequisites

There are no formal prerequisites for attending this course.

Audience

Anyone interested in learning how to apply probability and statistics to data science can attend this course.

Please arrive at the venue at 8:45am.
There are no formal prerequisites for attending this course.
Anyone interested in learning how to apply probability and statistics to data science can attend this course.
We are able to provide support via phone & email prior to attending, during and after the course.
Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments
This course is 2 days.
Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts
The price for Probability and Statistics for Data Science Training certification in the United Kingdom starts from £1995
The Knowledge Academy is the Leading global training provider in the world for Probability and Statistics for Data Science Training.
  • Delegate pack consisting of course notes and exercises
  • Manual
  • Experienced Instructor

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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

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