BIG DATA & DATA SCIENCE

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1 BIG DATA & DATA SCIENCE ACADEMY PROGRAMS IN-COMPANY TRAINING PORTFOLIO

2 2 TRAINING PORTFOLIO 2016

3 Synergic Academy Solutions BIG DATA FOR LEADING BUSINESS Big data promises a significant shift in the way decisions are made across the economy. Abundant new sources of data from web, sensors and smartphones, mined patterns and insights by smart software, will mean that more decisions will be based on data and analysis rather than experience and intuition. The data revolution is enabling companies to drive innovation, discover valuable new insights, optimize processes, and make better, more informed decisions. Predictive analytics are replacing traditional report-centric and Business Intelligence approaches in the decision-making process. Leading companies are moving from reactive to predictive thanks to the adoption of Big Data and Data Science techniques. Therefore, now a days, it is more important than ever for the companies to prepare their teams for becoming a data-centric organization. From technical experts to top management, the organization should be prepared to work taking advantage of their data. Synergic Partners believes in the Big Data transformation as a reality now. And has the experience and a full experts team to prepare you and your organization to take the leap to become Data-centric. Be sure that data is your best competitive advantage. CARME ARTIGAS CEO & Co-founder at Synergic Partners BIG DATA & DATA SCIENCE 3

4 OUR PROGRAMs FOR BIG DATA KNOWLEDGE TECHNICAL focus TECHNICAL MASTERS ADVANCED TECHNICAL PROGRAMS New analytics through Big Data & Data Science Data Expertise Masters Data Science Master Data Engineering Master Data Visualization Master Building a Data Lake Advanced machine learning Program Advanced analytics with H2O module Advanced analytics with Spark module Big Data visualization Program Visual storytelling module Visualization of millions of data module 4 TRAINING PORTFOLIO 2016

5 Synergic Academy Solutions BUSINESS focus BUSINESS PROGRAMS BIG DATA CULTURE TOOLS Big Data Ambassador Master Big Data for Strategic LeaderShip Program Master Classes Technology Radar Big Data Executive Program Use Case Discovery Business Application for Big Data Workshop BIG DATA & DATA SCIENCE 5

6 TechnIcal Master AND Advanced Technical Programs Business is increasingly driven by data and organizations can gain competitive advantage from this change, but doing so means changing the way they collect, store and use information. The availability of data is not the issue. The success of data-driven approach relies upon the quality of the gathered data and the effectiveness of its analysis, as well as its interpretation to make smart business decisions. This is getting more and more complex with the emerge of Big Data, new types of unstructured data in exponential volumes coming from a variety of sources such as social media, sensors and the Internet. In order to extract the most value of data, companies must deploy a data-centric strategy and therefore need to develop new analytic skills to gain more business insights. 6 TRAINING PORTFOLIO 2016

7 Synergic Academy Solutions Technical masters DURATION AUDIENCE LEVEL SKILLS REQUIRED New analytics through Big Data & Data Science Data Expertise Masters Data Science Master Data Engineering Master Data Visualization Master 200 h 200 h Technical profiles BI Analysts Technical profiles BI Analysts Medium Medium Programming Data Technologies Basic knowledge R and Python Statistics Data Mining SQL English (medium level) Programming Data Technologies Basic knowledge R and Python Statistics Data Mining SQL English (medium level) TECHNICAL FOCUS Building a Data Lake 164 h Technical profiles BI Analysts Medium Programming Data Technologies OS Admin ETL Tools Basic SQL Basic Java English (medium level) BIG DATA & DATA SCIENCE 7

8 NEW ANALYTICS THROUGH BIG DATA & DATA SCIENCE DURATION: 200h 7 technical modules & 5 Master Classes This master aims to provide its participants with the necessary tools to take the leap from Data Mining to Big Data. It will give a global overview, to understand the fundamentals and the state of art of the Big Data technologies that lie at the core of the paradigm shift. Showing Big Data technologies through technical modules, master classes and a final project. MODULES MASTER CLASSES PROJECT CONTENT Big Data Technologies 24h Data Engineering 8h Data Science with Python 32h Data Science with R 32h Data Science with Spark Mllib 8h Data Visualization 16h Business application of Big Data 8h Big Data, Big opportunities 2h Big Data & Geo Data 2h Successful Big Data cases 2h Scepticism in Data Science 2h Big Data and legal issues 2h Mentored project 6 weeks 8 TRAINING PORTFOLIO 2016

9 Synergic Academy Solutions BUILDING A DATA LAKE DURATION: 164h 4 technical modules & 4 Master Classes Making the participants able to build, manage and administrate a Data Lake is the purpose of this master. Technologies like Hadoop, MapReduce, MongoDB or Cassandra will be taught through practice, reaching a level of self-sufficiency in building and managing a Data Lake. MODULES MASTER CLASSES PROJECT CONTENT Big Data Technologies 24h Data Ingest 32h Big Data Lab 32h Data Lake Scan 8h Big Data, the business factor 2h Big Social & Geo Data 2h Big Data Governance: similar issues, different stakeholders 2h Legal issues and implications 2h Mentored project 6 weeks BIG DATA & DATA SCIENCE 9

10 EXPERTISE MASTERS: DATA SCIENCE, DATA engineering & DATA VISUALIZATION These three technical masters are aimed to provide expertise knowledge in their three areas of specialization: Data Science, Data Engineering and Data Visualization. Participants will be required to have a good level on Big Data technologies, Machine Learning and programing (SQL, R and Python). Through a series of modules they will learn in depth the different tools necessary for their area of specialization, as well as being able to discover real use cases. 10 TRAINING PORTFOLIO 2016

11 Synergic Academy Solutions 3 expertise masters DATA SCIENCE DATA ENGINEERING DATA VISUALIZATION M1. Introducing Big Data M2. Use Cases M3. Machine Learning M4. Explorative Data Analysis and visualization M5. Data Analysis with R M6. Data Analysis with Python M7. Apache Spark M1. Introducing Big Data M2. Data Engineering M3. SQL and NoSQL Data Bases M4. ETL with Hadoop M5. Spark and Spark Streaming M6. Devops and Agile Development M1. Introducing Big Data M2. Use Cases Visualization M3. Visual Analytics M4. Visualization tools M5. Advanced Visualization M6. Storytelling BIG DATA & DATA SCIENCE 11

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13 Synergic Academy Solutions ADVANCED TECHNICAL PROGRAMS MODULES DURATION AUDIENCE LEVEL SKILLS REQUIRED ADVANCED MACHINE LEARNING BIG DATA VISUALIZATION Advanced Analytics with H2O Advanced Analytics with Spark Visual Storytelling Visualization of million of data 40 h 16 h 40 h 16 h Technical profiles BD & DS Knowledge Technical profiles BD & DS Knowledge Technical profiles BD & DS Knowledge Technical profiles BD & DS Knowledge Advanced Advanced Advanced Advanced Big Data Architecture knowledge SGL Data Base Analytic tools (Spark, R, Python) Machine Learning and clustering Visualization tools knowledge Distributed computation Advanced Programing Knowledge and ML Basic Visualization skills Non-previous skills required TECHNICAL FOCUS BIG DATA & DATA SCIENCE 13

14 ADVANCED MACHINE LEARNING PROGRAM DURATION: 56h 2 modules THAT CAN BE TAKEN SEPAREDLY ADVANCED ANALYTICS WITH H2O 40H This module will enable participants to achieve a solid knowledge of the procedures and techniques of Deep Learning through H2O, encouraging the students to implement these new technologies in exercises and real cases. MAIN MATERIA Why Deep Learning Deep Leaning techniques Introducing H2O Deep Learning with Python H2O with Hive Meta model ++Workshops ADVANCED ANALYTICS WITH SPARK 16H MAIN MATERIA This module will enable participants to develop advanced techniques of programming and Machine Learning to analyse data in Real time and Batch. Introducing Apache Spark Programming with Spark Resilient distributed Datasets Transformations and actions with Spark Spark SQL Spark structured) coming from different sources. It will show how to work with different data formats (structured and non Streaming Machine learning with Spark and MLLib 14 TRAINING PORTFOLIO 2016

15 Synergic Academy Solutions BIG DATA VISUALIZATION PROGRAM DURATION: 53h 2 modules THAT CAN BE TAKEN SEPAREDLY VISUAL STORYTELLING 40H MAIN MATERIA D3.js libraries Tableau Big Data visualization Exploring and visualizing data Visualization for decision making It will provide students with the latest tools in Data visualization, enabling them to develop their own storytelling capacities. The use of libraries such as d3.js and Tableau along with interactive design techniques will be the main purposes of this module. VISUALIZATION OF MILLION of data 13H This interactive workshop is oriented to Data Scientist who want to use Data visualization tools. It will show them how to use Visualization Techniques, for representing all sorts of data, structured or not. MAIN MATERIA Big Data Visualization techniques Carto DB Big Data Visualization Tableau Big Data Visualization D3 Big Data Visualization BIG DATA & DATA SCIENCE 15

16 The data revolution is enabling companies to drive innovation, discover valuable new insights, optimize processes and make better and more informed decisions. But Big Data must not be an IT lead initiative. It is a business strategy that leads to business transformation. In this new environment, business leaders must understand what Big data is, how to get it, and how to use data on individual behaviour, to elevate a company s level of performance. Responding to the growing importance of data-based initiatives on business strategy and success, these trainings go through the critical role that business analytics play in decision making and product/services strategies at the highest levels. 16 TRAINING PORTFOLIO 2016

17 Synergic Academy Solutions BUSINESS masters & programs DURATION AUDIENCE LEVEL SKILLS REQUIRED BIG DATA AMBASSADOR MASTER 200 h Business profiles Advanced Big Data previous knowledge is not required BIG DATA FOR EXECUTIVES PROGRAM BIG DATA FOR STRATEGIC LEADERSHIP PROGRAM USE CASE DISCOVERY 14 h 20 h 40 h C Level profiles & Directors C Level profiles Business profiles Medium Advanced Medium Big Data previous knowledge is not required Big Data previous knowledge is not required Big Data previous knowledge is not required BUSINESS FOCUS BIG DATA BUSINESS APPLICATION WORKSHOP 8 h Business profiles Medium Big Data previous knowledge is not required BIG DATA & DATA SCIENCE 17

18 BIG DATA ambassador master DURATION: 200h 4 technical modules & 4 Master Classes This 5 months master aims to form Big Data ambassadors within the companies. With a strong business and strategy orientation and based on analytics and Big Data technologies, through this master participants will become aware of the importance of changing the culture and mentality in the organizations. They will become the ambassadors of this change and will be mentored in how to drive their organization transformation. CONTENT TRAINING ASSESMENT ROADMAP BUILDING FORMATION BASES APPLICATION OF NEW SKILLS MENTORING 18 TRAINING PORTFOLIO 2016

19 Synergic Academy Solutions BIG DATA FOR executives program DURATION: 14h 8 sessions & workshops Big Data for Executives is a 4 days executive Program that aims to provide participants with the necessary skills to become data oriented managers. Through theoretical sessions and practical cases solved in groups, executives will learn the essentials of data based decision making and will achieve the necessary tools to transform their organizations to data oriented business. DAY 1 DAY 2 DAY 3 DAY 4 CONTENT Session 1 Big Data: The Business Factor Session 2 Why facing Big Data projects is essential for the future of your organization Session 3 Key factor to become a data driven organization (I): People & Culture Session 4 Key factor to become a data driven organization (I): Customer datafication Session 5 Key factor to become a data driven organization (III): Technology Session 6 Key factor to become a data driven organization (IV): Business Session 7 Road to a Data Driven organization Session 8 Reminder before action: Legal matters, Privacy & Security BIG DATA & DATA SCIENCE 19

20 BIG DATA for strategic leadership program DURATION: 20h 5 sessions & 5 workshops This program is for high level executives with a strong leading role within their organization. Through theory sessions and workshops, they will see the key elements for implementing Big Data strategies in their organizations, as well as how to implement Data focus culture. This knowledge will allow them to maximize business opportunities and take advantage of their data. CONTENT SESSION 1 Big Data: The Business Factor SESSION 2 How Big Data and Analytics can transform your organization SESSION 3 Business transformation: Management Change SESSION 4 Big Data: Digital Transformation SESSION 5 Big Data: Legal Issues Every day will consist on 2h theoretical sessions and a 2h workshops. Through theoretical and practical sessions participants will have the chance to understand, develop and share with experts various Big Data Strategies. 20 TRAINING PORTFOLIO 2016

21 Synergic Academy Solutions use case discovery DURATION: 2 weeks Through workshops and real use cases, participants will learn methodologies and Big Data tools to create predictive models and forecast customers behaviour and future trends as well as being able to visualize them. business application for big data DURATION: 8h Strategic workshop oriented to develop Big Data Business vision. This interactive workshop, will challenge participants to analyse the need of their profiles to transform into Big Data. BIG DATA & DATA SCIENCE 21

22 BIG DATA culture tools MASTER CLASSES Big Data, Big opportunities 2h Big Social, Geo Data 2h Successful use cases 2h Data Science Scepticism 2h Facing a Big Data Project 2h TECHNOLOGICAL Data Storytelling 2h RADAR Big Data for marketing 2h Decision making based on data 2h 1h 30 min Visual storytelling 2h Agile Methodologies & Big Data 2h DevOps & Lean Analytics 2h Machine Learning & applications 2h Big Data is a broad expertise field, complex and constantly in evolution. Due to this complexity, the best path in order to get strong skills on Data is to take periodical trainings on latest trends in the industries. This is why we offer specialized masterclasses on key Big Data topics and technologic radars that aim to keep participants updated with the latest trends in Big Data. 22 TRAINING PORTFOLIO 2016

23 Synergic Academy Solutions why synergic partners? Synergic Partners is a consultancy firm specialized in Big Data and advanced analytics, within the Telefónica group. With 10 years of experience, presence in 12 countries, a team of more than 100 Data science experts, a network of over a 1000 specialist and powerful alliances with the main stakeholders such as Cloudera, Oracle, IBM as well as with academic institutions like the Columbia University of New York. It is consolidated as a leader in the Big Data consultancy. We offer full Big Data Strategies based on the right management of Data within the organization cross with external sources and the transformation of organizations and their resources into data driven. BIG DATA & DATA SCIENCE 23

24 CONNECTING DATA WITH BUSINESS CONNETING DATA WITH