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Course Outline
Preparation of a database for analysis
- management of data collection
- operations on variables
- transforming the variables selected functions (logarithmic, exponential, etc.)
Parametric and nonparametric statistics, or how to fit a model to the data
- measuring scale
- distribution type
- outliers and influential observations (outliers)
- sample size
- central limit theorem
Study the differences between the characteristics of statistical
- tests based on the average and media
Analysis of correlation and similarities
- correlations
- principal component analysis
- cluster analysis
Prediction - single regression analysis and multivariate
- method of the least squares
- Linear Model
- instrumental variable regression models (dummy, effect, orthogonal coding)
Statistical Inference
Requirements
Knowledge of SPSS and the basis of statistics. Course participant should complete the training of SPSS Statistics Predictive Analytics Software.
Testimonials
Modeling and how to fit the data to model
- USDA
I enjoyed the self-learning through exercises and the tips and shortcuts shared.
- Competition Bureau
I have learnt something, Trainer tried to help us with our queries.
Angelika Czapka, LKQ Polska Sp. z o. o.
I learned new things so that is a good point
Daria - Angelika Czapka, LKQ Polska Sp. z o. o.
many exercises
Julia - Angelika Czapka, LKQ Polska Sp. z o. o.
The applicability of the content
EPFL HBP PCO
The tips for many of the functions that the trainer presented, which we can easily remember and implement in our future work
Emilija Stoilova - EPFL HBP PCO
1. Clear theoretical explanation of concepts and alternatives to problem solving. 2. Practical examples where concepts are, and can be applied. 3. I learnt skills that I can use in my job, which will make some of my work easier 4. It will definitely bring some innovation into some of the reports I prepare for different Committees.
Sindiso Ndlovu - Export Credit insurance corporation
The reminder of the world of statistics :)
Export Credit insurance corporation
Steve was willing to answer every questions and worked diligently to address any individual concerns or technical issues as they arose in the class. He also did a great job of presenting the technical details in a way that made it less intimidating to even the least tech savvy people in the room. Personally, learning about some useful shortcuts in Excel that I didn't know about will certainly improve my overall workflow when using Excel in the future! I am so appreciative of those little details that I was exposed to during the two-day training.
Alan Gonzalez - Queens College, CUNY
The fact he had dif excel and data sheets with exercises for us to do.
Deepakie Singh Sodhi - Queens College, CUNY
The fact that we had the time to cover some useful extras.
Alina Vishniakova - TUI Business Services GmbH
I generally liked the trainer Knowledge.
- SAP Business Objects
Flexibility of the trainer
Irina Ostapenko
Going through all the different examples and explaining each of the terms.
Lewis Print - Claire Dawson, Terumo Aortic
very detailed, was good watching the demos on how to use the software, made It very easy to follow and then use.
Claire Dawson, Terumo Aortic
Interactive, well explained and not overly in-depth with each section required to cover each section
Christopher Beattie - Claire Dawson, Terumo Aortic
The practical demonstrations
Simson McCreath - Claire Dawson, Terumo Aortic
The trainer had an excellent understanding of the subject matter, and was able to answer any questions easily and concisely.
Craig Renfrew - Claire Dawson, Terumo Aortic
Gaining practical experience of Minitab software.
Layna Thompson - Terumo Aortic
The content was relevant to my minitab requirements. Tomasz provided an explanation and the reasons why he was completing the exercises in the way he did.
Terumo Aortic
The knowledge & experience of the trainer.
Terumo Aortic
Exercises/Examples at end of chapter
Terumo Aortic
Interactive exercises.
Terumo Aortic
Trainer was very knowledgeable
Gary McAlonan - Terumo Aortic
he is patient
Abdul De kock - Vodacom
Overview and understanding how big the topic is
British American Shared Services Europe BAT GBS Finance, WER/Centre/EEMEA
his knowlede and practical exemples
Irina Tulgara
A lot of knowldege - theoretical and practical
Anna Alechno
Ambari management tool. Ability to discuss practical Hadoop experiences from other business case than telecom.
- Ericsson
Lot of hands-on exercises.
- Ericsson
It was very hands-on, we spent half the time actually doing things in Cloudera/Hadoop, running different commands, checking the system, and so on. The extra materials (books, websites, etc...) were really appreciated, we will have to continue to learn. The installations were quite fun, and very handy, the cluster setup from scratch was really good.
Ericsson
Many hands-on sessions.
Jacek Pieczątka
Big competences of Trainer
Grzegorz Gorski
Trainer give reallive Examples
Simon Hahn
Tomasz was engaging and always ready to answer our questions. This course wouldn't have worked without him.
Kelly Gale, Global Knowledge Network Training Ltd
The R-programming overview training is quite intensive but Tomasz is always helpful, energetic and up to date. On top of it, he is passionate about R. I would highly recommend his R sessions to anyone interested in R.
Luiza Panoschi - Kelly Gale, Global Knowledge Network Training Ltd
Very knowledgeable instructor and I was given the tools and confidence to start exploring R on my own.
Canada Revenue Agency
I really enjoyed the first day on navigating R-Studio and some of the shortcuts he provided though out other days.
Canada Revenue Agency
I really love the hands-on approach that Michael designed. It was very effective to have short PowerPoint lessons that explained concepts, and then be able to apply it in the virtual environment in R. I was also very excited to see how powerful a tool R can be, and am I looking forward to keep learning more in the future.
Environment and Climate Change Canada
Practice exercises were relevant and very helpful to reinforce the knowledge.
Andy Kwan - Environment and Climate Change Canada
Follow-along exercises after slide presentation kept engagement.
Robin White - Environment and Climate Change Canada
Michael was very knowledgeable and clear in his instruction of the training. Course was well structured to teach the desired subject as well as the right amount of room was left to adjust to fit our needs better. Over all, I am very happy with the course.
Brock Batey - Environment and Climate Change Canada
I was benefit from the guidance and sharing life examples + answering all questions.
Marta Melloch - Amazon Development Center Poland Sp. z o.o.
Expertise and huge knowledge of the trainer.
- Amazon Development Center Poland Sp. z o.o.
The trainer concentrated on the key topics.
- Amazon Development Center Poland Sp. z o.o.
I really enjoyed the all the best.
Halil polat - Amazon Development Center Poland Sp. z o.o.
The information given was interesting and the best part was towards the end when we were provided with Data from Murex and worked on Data we are familiar with and perform operations to get results.
Jessica Chaar
The hands on exercise and the trainer capacity to explain complex topics in simple terms
youssef chamoun
I like the exercices done
Nour Assaf
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