12
Training 2019 Data Engineering, Data Science, and Analytics Translating "Take you career and expertise to the next level. Learn to develop robust and scalable data solutions that can be taken into production with ease." Proudly part of Xebia Group

Proudly part of Xebia Group - GoDataDriven Training... · Data Engineers that can implement robust and scalable data platforms and ... to integrate R with databases, Spark, and the

  • Upload
    others

  • View
    5

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Proudly part of Xebia Group - GoDataDriven Training... · Data Engineers that can implement robust and scalable data platforms and ... to integrate R with databases, Spark, and the

Train

ing 2

019

Data

Engine

erin

g, D

ata

Scien

ce,

an

d Ana

lytics

Tra

nslat

ing

"Take you career and expertise to the next level. Learn to develop robust and scalable data solutions that can be taken into production with ease."

Proudly part of Xebia Group

Page 2: Proudly part of Xebia Group - GoDataDriven Training... · Data Engineers that can implement robust and scalable data platforms and ... to integrate R with databases, Spark, and the

Driving Your Succes with Data & AI

Organizations need to adapt to change more effectively. For this, they require Data Scientists that can not only develop statistical models that predict future events but can take these models into production as well.

GoDataDriven’s training curriculum enables professionals to escalate their

Data Science skills to the next level. Whether you are new to the Data Science

scene and want to learn how to develop models with R, Python, or Spark,

or you are an experienced data scientist interested in broadening and deepening

your skill set; GoDataDriven offers a complete package of high-quality training.

Recently, we extended our offering to include courses tailored for managers,

analytics translators, and business professionals aiming to improve their

data literacy.

Direct Business Value from Training

Organizations need to adapt to change more effectively. For this, they require

Data Engineers that can implement robust and scalable data platforms and

data pipelines, Data Scientists that can not only develop statistical models that

predict future events but can take these models into production as well, and last

but not least: Analytics Translators who can translate business opportunities into

data and AI projects.

GoDataDriven’s training curriculum enables data professionals to escalate their skills

to the next level. Whether you are new to the Data Engineering or Data Science scene

and want to learn how to schedule jobs with Airflow, develop models with R, Python,

or Spark, or you are an experienced data engineer or data scientist interested in

broadening and deepening your skill set; GoDataDriven offers a complete package of

high-quality training.

Recently, we extended our offering to include courses tailored for managers, analytics

translators, and business professionals aiming to improve their data literacy.

Table of Contents

Your Preferred Training Partner 3

Our Curriculum 5

Public Training Calendar 6

Organization 7

Page 3: Proudly part of Xebia Group - GoDataDriven Training... · Data Engineers that can implement robust and scalable data platforms and ... to integrate R with databases, Spark, and the

Your Preferred Training PartnerGoDataDriven has intentionally created content based on real-life experience in taking data-driven applications into production. You can be certain that the content of every training session has been carefully put together to be used in any organization. We adapt the pace of the program to every participant and allow as much time for questions and interaction as required.

1) Proficient and highly-experienced trainers make sure that the content is explained vividly

and can be applied to your business directly;

2) GoDataDriven has been successfully facilitating training sessions throughout Europe and the

Middle East and has delivered custom data science solutions to dozens of large enterprises;

3) GoDataDriven firmly believes in open source technology and actively contributes to various

open source projects such as Apache Airflow, Keras Pre-Processing, and more;

4) Our trainers are asked to speak at international conferences including Spark Summit,

Strata Hadoop World, Berlin Buzzwords, and PyData events regularly.

5) GoDataDriven has a proven reputation and a roster of top-tier clients, such as ING, NS, Tele2,

Unilever, AirFrance/KLM, Heineken, Marktplaats, and Wehkamp.

Xebia Academy

We work alongside our parent company, Xebia, and Xebia Academy to process registrations for

our public training sessions. Next to that, Xebia Academy (training.xebia.com) complements our

offering by providing sessions on adjacent topics like Agile, DevOps and Cloud.

Public or In-Company?

All training offerings in this brochure are available publicly and in-company.

Why In-Company?

» Large groups When you need to train 6 or more participants from your organization at the same time,

an in-company training session can be the most economical option.

» Custom training requirements When the standard topics do not entirely meet your requirements,

with in-company it is possible to make custom arrangements with the trainer directly.

» Custom date & location With an in-company training session, you determine the dates and location

of the training.

Why Public?

» Expand your Network Share the learning experience with peers from other

leading organizations.

» Flexibility Let us bring together a group. So you only need to join one of the

public sessions individually.

» Business Continuity If several people from a team have a training need,

you can spread the participation across multiple scheduled sessions to

ensure business continuity.

3G

oDataD

riven T

rain

ing 2

019

2018 10,000 hours

of training

5,000 participants

across the world

Page 4: Proudly part of Xebia Group - GoDataDriven Training... · Data Engineers that can implement robust and scalable data platforms and ... to integrate R with databases, Spark, and the

"Very interesting, a good overview and useful hands-on, practical labs. Will definitely recommend to others!"Federico Calore, Nike.

4

Page 5: Proudly part of Xebia Group - GoDataDriven Training... · Data Engineers that can implement robust and scalable data platforms and ... to integrate R with databases, Spark, and the

Our CurriculumApache AirflowApache Airflow allows you to maximize the value of

any type of big data in a company. As a powerful big

data orchestration tool, Apache Airflow refines data

from an unrefined state into a reliable, more useful

state. What’s more, Airflow spreads the capacity to

do this across your organization, thus creating a

movement towards data excellence.

Duration 2 days Price € 1,195

Analytics Translator TrainingAs organizations are increasingly turning to AI to

improve decision making, it’s important to ensure

that real impact is achieved. Bridging the gap

between technical expertise with the operational

expertise relevant to the organization Is the

responsibility of the business translator. Mastering

this skill makes you an enabler of AI driven solutions.

This training empowers you to set up and lead

analytics use cases inside your organization, define

business needs and identify which data is necessary,

and understand how to guide the modeling and the

implementation of the use cases.

Duration 2 days Price € 1,195

Data Science with PythonThis training will teach you about the relevant

packages and tools to do data science in Python.

This training will cover the tools and packages that

help you solve your day-to-day data science needs.

Specifically, you will learn how to work with pandas,

matplotlib, and scikit-learn; we will teach how to

use Jupyter notebooks. In addition, we will show

you how the command line can speed up some

everyday tasks relevant to data science.

Duration 3 days Price € 1,795

Data Science with RThis training empowers you as a data scientist to

use R in RStudio to do data science, analytics,

and machine learning. You will learn how to apply

the tidyverse stack from RStudio, how to create

interactive ML dashboards with Shiny as well as how

to integrate R with databases, Spark, and the H2O

machine learning tooling.

Duration 2 days Price € 1,195

*All public training sessions include lunch and are offered at our Amsterdam location from 09.00 - 17.00.

Data Science with SparkApache Spark is a powerful open-source

processing engine built around speed, ease of use,

and advanced analytics. This training, empowers

data scientists to use Spark with Python.

Through instructor-led discussion and interactive,

hands-on exercises, you will master the tools that

Spark offers to perform large-scale data science.

Duration 3 days Price € 1,795

Deep LearningExplore the essentials of deep learning through

real-world applications. The deep learning (DL)

approach to artificial intelligence (AI) has already

revolutionized many industries. Learn how these

autonomous, self-teaching systems, like Google’s

voice and image recognition algorithms, are

developed and applied in this dynamic, three-day

training. Through hands-on experience, you’ll learn

how to leverage cloud GPU resources and build

deep-learning models for images, text and time

series.

Duration 3 days Price € 1,995

Spark Programming (Databricks)This training is for data engineers, analysts,

architects; software engineers; IT operations;

and technical managers interested in a thorough,

hands-on overview of the Apache Spark platform.

Each topic includes slide and lecture content

along with the hands-on use of Spark through

the elegant Databricks web-based notebook

environment. Inspired by tools like IPython/Jupyter

and Matlab, Databricks notebooks allow attendees

to code jobs, data analysis queries and generate

visualizations using their own Spark cluster,

accessed through a web browser.

Duration 3 days Price € 2,100

5G

oDataD

riven T

rain

ing 2

019

Page 6: Proudly part of Xebia Group - GoDataDriven Training... · Data Engineers that can implement robust and scalable data platforms and ... to integrate R with databases, Spark, and the

Public Training CalendarJanuary

23 - 25 Data Science with Spark, Amsterdam

28 - 30 Data Science with Python, Amsterdam

February

04 - 05 Apache Airflow, Amsterdam

11 - 13 Deep Learning, Amsterdam

March

13 - 15 Data Science with Python, Amsterdam

20 - 22 Data Science with Spark, Amsterdam

April

01 - 03 Deep Learning, Amsterdam

10 - 12 Data Science with Python, Amsterdam

23 - 24 Data Science with R, Amsterdam

May

08 - 10 Data Science with Spark, Amsterdam

20 - 24 Spark Programming, Amsterdam

23 - 24 Apache Airflow, Amsterdam

June

24 - 26 Data Science with Python, Amsterdam

September

18 - 19 Apache Airflow, Amsterdam

18 - 19 Data Science with R, Amsterdam

25 - 27 Data Science with Spark, Amsterdam

25 - 27 Data Science with Python, Amsterdam

October

07 - 09 Deep Learning, Amsterdam

November

13 - 15 Data Science with Spark, Amsterdam

20 - 22 Data Science with Python, Amsterdam

21 - 22 Apache Airflow, Amsterdam

27 - 29 Spark Programming, Amsterdam

December

02 - 04 Deep Learning, Amsterdam

09 - 11 Data Science with Spark, Amsterdam

For the most up to date version, and to register,

please visit https://GoDataDriven.com/

training-schedule

6

" The GoDataDriven team was very inspiring for us. I am very satisfied with the Data Discovery Workshop. We had a great vibe of getting and spreading ideas within an international delegation from our organization."Head of IT and Customer Solutions, International Energy Company.

Page 7: Proudly part of Xebia Group - GoDataDriven Training... · Data Engineers that can implement robust and scalable data platforms and ... to integrate R with databases, Spark, and the

7G

oDataD

riven T

rain

ing 2

019

OrganizationWe worked hard to put together an A-team of trainers and coordinators to deliver the best possible results. All of our trainers are also practitioners, so they are in a unique position to gain experience ‘from the trenches,’ and apply that to their teachings. This means that you get to have access to the latest information, learn best practices, and listen to a lot of war-stories.

Meet Your Trainers

Fokko Driesprong

Apache Airflow

Beside the ordinary techniques,

Fokko Driesprong is an enthusiast

of functional programming

(preferably Scala) and big data

processing platforms. Besides being a consultant,

he contributes to open source projects. He’s a

committer on the Apache {Airflow, Avro} project and

contributes to Apache {Spark, Flink, Superset, Druid,

...}. Furthermore, he’s addicted to home automation,

electronics and building his own amplifiers based

on vacuum tubes. Fokko is one of the driving forces

behind the Apache Airflow Meetup in Amsterdam.

Roel Bertens Data Science

with Python

Extracting interesting information

from data was already the topic

of Roel’s PhD in the field of

Data Mining. He focused on

summarization and anomaly detection in sequence

data using frequent patterns. A pattern can be

anything from a change in speed, when collecting

data from a cyclist, or a sequence of words, when

looking at text data.

Jelte Hoekstra Data Science

with Python, Data Science with R,

Data Science with Spark

Jelte is a cheerful data scientist

with a wide range of interests.

Besides juggling data, Jelte

enjoys learning about all sorts of topics e.g.

programming languages, game theory, and world

politics. He likes exploring the latest technological

advances and generally, he is a rapid learner. Before

joining GDD, Jelte studied Computer Science at

Utrecht University. His MSc. thesis concerned

predicting peak travel in public transport. In his

spare time, Jelte occasionally hacks on a side

project.

Julian de Ruiter Data Science

with Spark

Julian is a data scientist at

GoDataDriven, who also

enjoys dabbling in some data

engineering. He previously

studied at the Delft University of Technology, where

he completed his Bachelor in Computer Science

and his Master in Bioinformatics cum laude.

After Delft, he spent his PhD exploring breast cancer

development and origins of (acquired) treatment

resistance at the Netherlands Cancer institute.

Vincent Warmerdam

Data Science with Python, Data

Science with Spark, Data Science

with R, Deep Learning

Vincent taught himself

programming four years ago and

now he is a founding co-chair of PyData

Amsterdam, preferred Rstudio training partner and

organizer of the Applied Machine Learning Meetup

in Amsterdam. Vincent is Data Scientist and

Developer at GoDataDriven. Prior to that he

obtained a MSc in Econometrics and Operations

Research and worked as an independent data

scientist. The world will be a better place if people

use data effectively which is why he gives free

lectures/sessions to people who want to get started

with open source data analysis in Amsterdam. He is

fluent in python, R and javascript and even dabbles

with C/C#/C++ and scala from time to time.

Page 8: Proudly part of Xebia Group - GoDataDriven Training... · Data Engineers that can implement robust and scalable data platforms and ... to integrate R with databases, Spark, and the

Marcel Raas Deep Learning

Marcel completed a study in

theoretical physics, after which

he did a PhD in particle physics

at CERN. Marcel is fluent in

programming in Python, C++ and

Matlab, knows mathematics relevant for machine

learning (probability theory, optimisation, linear

algebra) and how to use these in programming.

Andrew Snare

Spark Programming

Andrew is a Big Data Hacker at

GoDataDriven. Andrew is an

experienced software engineer

with a deep understanding of

numerous technologies and languages. Andrew

is a certified Cloudera, Databricks, and Cassandra

instructor, and also enjoys sharing his experiences

on stage, for example at Goto Conference.

Kris Geusebroek Data Science

with Spark, Spark Programming

Kris is a seasoned and

communicative developer

with a passion for combining

technologies to create new

possibilities for the people around him. Kris started

developing with Java and gained a vast experience

with the development of Geographical Information

Systems. Over time, Kris gradually developed a

passion for open source solutions. Over the past

years, Kris has been working with distributed

systems and graph databases, like Hadoop and

Neo4J, for large enterprises.

8

Page 9: Proudly part of Xebia Group - GoDataDriven Training... · Data Engineers that can implement robust and scalable data platforms and ... to integrate R with databases, Spark, and the

The Team Behind Training

Giovanni Lanzani Director of Learning and

Development at GoDataDriven.

Vincent Warmerdam Vincent is the content curator.

He makes sure the content is up to date, relevant

and fun. He’s also well known for kickstarting

PyData Amsterdam and SatRdays conferences

and is a frequent speaker at tech events.

Femke Bender Femke is the trainer coordinator

with a decade of experience with the Academy.

She makes the magic happen so that training

sessions are organized and delivered seamlessly.

Koen van Riemsdijk Business developer for training

at GoDataDriven. He will help match you to the best

training for you and your business.

Camille Denning Marketeer at GoDataDriven.

Camille creates content to support you along

your learning journey.

About GoDataDriven

GoDataDriven is shaping the future of businesses in

the Netherlands. Our culture exudes creativity and

ambition, and our colleagues share an insatiable

thirst for knowledge.

At GoDataDriven, we inherited the value system

from our parent company Xebia, built on four

principles. These are the key success factors of

our organization: People First, Sharing Knowledge,

Quality without Compromise, and Customer

Intimacy.

At GoDataDriven we drive your success with

Data and AI. We do this by striving for authority in

everything we do. By understanding our mission,

focus, and values, our people are empowered to

take ownership and make decisions on any level

and in any situation. In this way, we perpetuate the

unique position and culture of the company.

9G

oDataD

riven T

rain

ing 2

019

"GoDataDriven’s training program is very important to us. The Data Science field is expanding rapidly. It is very important to be trained by professionals that combine an academic background with hands-on Data Science experience."Wendell Kuling, Advanced Analytics Lead at ING Wholesale Banking

For more information and inquiries, feel free to

reach out to Koen van Riemsdijk for training related

questions by phone / WhatsApp (+31 6 13 98 20 99)

or email ([email protected]).

Page 10: Proudly part of Xebia Group - GoDataDriven Training... · Data Engineers that can implement robust and scalable data platforms and ... to integrate R with databases, Spark, and the

10

http://www.seeklogo.net

Page 11: Proudly part of Xebia Group - GoDataDriven Training... · Data Engineers that can implement robust and scalable data platforms and ... to integrate R with databases, Spark, and the
Page 12: Proudly part of Xebia Group - GoDataDriven Training... · Data Engineers that can implement robust and scalable data platforms and ... to integrate R with databases, Spark, and the

Wibautstraat 202

1091 GS Amsterdam

[email protected]

+31 35 53 81 921

GoDataDriven.com

Driving Your Success with Data & AI

Proudly part of Xebia Group