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Fundamentals of Statistics for Data Science

  • All levels
  • 18 and older
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  • 13650 Dulles Technology Dr, Herndon, VA
  • 15 hours over 2 sessions

Start Dates (0) $1,950/person

  • Course 1265

No upcoming dates are currently available.

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Class Description

Description

If you think that statistics has nothing to say about what you do, or how you could do it better, then you are either wrong or in need of a more interesting job.

— Stephen Senn


Statistics is the science in data science. Without it, your "data-driven" decision-making may be driving you off a cliff edge. A solid grasp of statistical reasoning ensures that you tease only valid insights from your data.

Many traps await the unwary data explorer. In this course, you will learn how to avoid embarrassing mistakes that could undermine months of work.

You will gain hands-on experience with the tools required to make sense of your data and draw the correct conclusions. The focus is on statistical thinking. Concepts will be introduced intuitively before being expanded on formally. You will learn how to think in terms of distributions — not single-point estimates. Statistical methods will be introduced in the context of how to use them to gain insight and solve problems. As a bonus, you will also get the chance to use the powerful, industry-standard R environment to do the number-crunching.

Introduction to Statistics is an essential course for anyone technical, managerial or administrative — interested in using data to inform their decision-making. There are certification bundles available with this training. This course forms part of Learning Tree's Certified Decision Scientist program.

There are no formal prerequisites for attending this course.

Anyone who is required to draw conclusions from numbers.

No prior knowledge of statistics or software packages is required. An inquisitive nature and an interest in using numbers to solve problems are essential.


Course Benefits

Visualize dataDraw conclusions about the features and quality of data setsSummarize your dataDetermine correlationThink of numbers as distributionsUnderstand sampling and it's importance in statistic inferenceUse the power of computers to generate distributions for any problemCalculate confidence intervals and p-valuesMake valid statistic inferences using a range of hypothesis testsCritique statistical analysesDesign and execute your own statistical projects.


Course Outline

  • Introduction and Overview
  • What is Statistics?
  • Exploratory Data Analysis
  • Probability Distributions
  • Sampling
  • Statistical Inference

Refund Policy

If a customer would like to cancel or transfer their course, they must notify Coursehorse prior to 3 weeks before the start date of the course or within seven days of registration. On-Demand Courses cannot be cancelled once purchased and are not eligible for refund.

  • If a customer transfers to another course prior to 3 weeks before the start date or within seven days of registration of the course in which originally enrolled, 100% of any prepaid course tuition will be applied toward the course tuition for the subsequent course.
  • If a customer needs to cancel an enrollment 3 weeks prior to the start of the class or within seven days of registration, we will refund 95% of any prepaid course tuition for that enrollment.
  • If a customer does need to transfer or cancel a course within 3 weeks of the start date of the course or after seven days from the date of registration, a fee equal to 50% of the price of the course will be assessed for any standard attendances.

Attendances associated with a Learning Tree program will be assessed a $500 fee. Training Passports, Training Vouchers and Pay-As-You-Learn Vouchers cannot be used after their expiration dates, and a course cancellation or transfer by the customer will not extend a Training Passport, Training Voucher Pack or Pay-As-You-Learn Voucher Pack expiration date.

In the event that an instructor or the school needs to cancel at the last minute, students will receive a refund less a 5% non-refundable registration fee.

In any event where a customer wants to cancel their enrollment and is eligible for a full refund, a 5% processing fee will be deducted from the refund amount.

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Learning Tree International

Learning Tree International is a leading provider of IT and management training to businesses and government organizations worldwide. They offer a wide range of courses, personalized services, and implementation workshops to enhance the knowledge and skills of over 2.4 million IT professionals.

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Learning Tree International
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