Course: Core Statistical Concepts
duration: 4 hours |
Language: English (US) |
access duration: 90 days |

Details
With the increasing value of data as a key asset, the demand for data science skills is growing rapidly. In this course, you will be taught the fundamentals of data science, including the use of sampling to produce various statistics and descriptive statistics such as measures of central tendency and distribution. You will also learn how to apply these skills in Python to manage data and statistics effectively.
Result
After completing this course, you will be able to generate samples and compute statistics using various tools and methods.
Prerequisites
No prerequisites.
Target audience
Data analist
Content
Core Statistical Concepts
Core Statistical Concepts: An Overview of Statistics & Sampling
With data now being one of the most valuable assets to tap into,
- the demand for data science skills increases by the day. Statistics
- and sampling are at the core of data science. Use this course as a
- theoretical introduction to using samples to reveal various
- statistics. Examine what exactly is meant by statistics and
- samples. Explore descriptive statistics, namely measures of central
- tendency and of dispersion. Study probability sampling techniques,
- including simple random sampling and cluster sampling. Investigate
- how undersampling and oversampling are used to generate more
- balanced datasets. Upon completion, you'll know the best way to use
- statistics and samples for your specific goals and needs.
Core Statistical Concepts: Statistics & Sampling with Python
- Data is one of the most valuable assets a business has, but it's only as valuable as the methods used to interpret it. Data science, which at its core includes statistics and sampling, is the key to data interpretation. In this course, practice using the pandas library in Python to work with statistics and sampling.
- Practice loading data from a CSV file into a pandas DataFrame. Compute a variety of statistics on data. While doing so, see how to visualize the relationship between data and computed statistics.
- Moving along, implement several sampling techniques, such as stratified sampling and cluster sampling. Then, explore how a balanced sample can be created from an imbalanced dataset using the imblearn module in Python.
- Upon completion, you'll be able to generate samples and compute statistics using various tools and methods.
Course options
We offer several optional training products to enhance your learning experience. If you are planning to use our training course in preperation for an official exam then whe highly recommend using these optional training products to ensure an optimal learning experience. Sometimes there is only a practice exam or/and practice lab available.
Optional practice exam (trial exam)
To supplement this training course you may add a special practice exam. This practice exam comprises a number of trial exams which are very similar to the real exam, both in terms of form and content. This is the ultimate way to test whether you are ready for the exam.
Optional practice lab
To supplement this training course you may add a special practice lab. You perform the tasks on real hardware and/or software applicable to your Lab. The labs are fully hosted in our cloud. The only thing you need to use our practice labs is a web browser. In the LiveLab environment you will find exercises which you can start immediately. The lab enviromentconsist of complete networks containing for example, clients, servers,etc. This is the ultimate way to gain extensive hands-on experience.
Sign In
WHY_ICTTRAININGEN
Via ons opleidingsconcept bespaar je tot 80% op trainingen
Start met leren wanneer je wilt. Je bepaalt zelf het gewenste tempo
Spar met medecursisten en profileer je als autoriteit in je vakgebied.
Ontvang na succesvolle afronding van je cursus het officiële certificaat van deelname van Icttrainingen.nl
Krijg inzicht in uitgebreide voortgangsinformatie van jezelf of je medewerkers
Kennis opdoen met interactieve e-learning en uitgebreide praktijkopdrachten door gecertificeerde docenten
Orderproces
Once we have processed your order and payment, we will give you access to your courses. If you still have any questions about our ordering process, please refer to the button below.
read more about the order process
Een zakelijk account aanmaken
Wanneer u besteld namens uw bedrijf doet u er goed aan om aan zakelijk account bij ons aan te maken. Tijdens het registratieproces kunt u hiervoor kiezen. U heeft vervolgens de mogelijkheden om de bedrijfsgegevens in te voeren, een referentie en een afwijkend factuuradres toe te voegen.
Betaalmogelijkheden
U heeft bij ons diverse betaalmogelijkheden. Bij alle betaalopties ontvangt u sowieso een factuur na de bestelling. Gaat uw werkgever betalen, dan kiest u voor betaling per factuur.

Cursisten aanmaken
Als u een zakelijk account heeft aangemaakt dan heeft u de optie om cursisten/medewerkers aan te maken onder uw account. Als u dus meerdere trainingen koopt, kunt u cursisten aanmaken en deze vervolgens uitdelen aan uw collega’s. De cursisten krijgen een e-mail met inloggegevens wanneer zij worden aangemaakt en wanneer zij een training hebben gekregen.
Voortgangsinformatie
Met een zakelijk account bent u automatisch beheerder van uw organisatie en kunt u naast cursisten ook managers aanmaken. Beheerders en managers kunnen tevens voortgang inzien van alle cursisten binnen uw organisatie.
What is included?
Certificate of participation | Yes |
Monitor Progress | Yes |
Award Winning E-learning | Yes |
Mobile ready | Yes |
Sharing knowledge | Unlimited access to our IT professionals community |
Study advice | Our consultants are here for you to advice about your study career and options |
Study materials | Certified teachers with in depth knowledge about the subject. |
Service | World's best service |
Platform
Na bestelling van je training krijg je toegang tot ons innovatieve leerplatform. Hier vind je al je gekochte (of gevolgde) trainingen, kan je eventueel cursisten aanmaken en krijg je toegang tot uitgebreide voortgangsinformatie.

FAQ
Niet gevonden wat je zocht? Bekijk alle vragen of neem contact op.