Emcdsa-EMC Proven™ Professional Data Scientist Associate

EMC Proven™ Professional Data Scientist Associate

Data Science and Big Data Analytics
Discover how to use big data and the Data Analytics Lifecycle to address your business challenges.
In this course, you will gain practical foundation level training that enables immediate and effective participation in big data and other analytics projects. You will cover basic and advanced analytic methods and big data analytics technology and tools, including MapReduce and Hadoop. The extensive labs throughout the course provide you with the opportunity to apply these methods and tools to real world business challenges. This course takes a technology-neutral approach. In a final lab, you will address a big data analytics challenge by applying the concepts taught in the course to the context of the Data Analytics Lifecycle. You will prepare for the Proven™ Professional Data Scientist Associate (EMCDSA) certification exam, and establish a baseline of Data Science skills.

What You'll Learn
Deploy the Data Analytics Lifecycle to address big data analytics projects
Reframe a business challenge as an analytics challenge
Apply appropriate analytic techniques and tools to analyze big data, create statistical models, and identify insights that can lead to actionable results
Select appropriate data visualizations to clearly communicate analytic insights to business sponsors and analytic audiences
Use R and RStudio, MapReduce/Hadoop, in-database analytics, Windows, and MADlib functions
Use advanced analytics create competitive advantage
Data scientist role and skills vs. traditional business intelligence analyst
Who Needs to Attend
Managers of teams of business intelligence, analytics, and big data professionals
Current business and data analysts looking to add big data analytics to their skills
Data and database professionals looking to exploit their analytic skills in a big data environment
Recent college graduates and graduate students with academic experience in a related discipline looking to move into the world of Data Science and big data
Individuals looking to take the EMC Proven™ Professional Data Scientist Associate (EMCDSA) certification

Prerequisites
To complete this course successfully and gain the maximum benefits from it, you should have the following knowledge and skill sets:

A strong quantitative background with a solid understanding of basic statistics, as would be found in a statistics 101 level course
Experience with a scripting language, such as Java, Perl, or Python (or R)
Experience with SQL

Labs
1. Big Data Analytics
Big Data
State of the Practice in Analytics
Data Scientist
Big Data Analytics in Industry Verticals
2. Data Analytics Lifecycle
Discovery
Data Preparation
Model Planning
Model Building
Communicating Results
Operationalizing
3. Basic Data Analytic Methods Using R
Using R to Look at Data
Analyzing and Exploring the Data
Statistics for Model Building and Evaluation
4. Advanced Analytics: Theory and Methods
K Means Clustering
Association Rules
Linear Regression
Logistic Regression
Naïve Bayesian Classifier
Decision Trees
Time Series Analysis
Text Analysis
5. Advanced Analytics: Technologies and Tools
Analytics for Unstructured Data
MapReduce and Hadoop
Hadoop Ecosystem
In-Database Analytics: SQL Essentials
Advanced SQL and MADlib for In-Database Analytics
6. Putting it All Together
Operationalizing an Analytics Project
Creating the Final Deliverables
Data Visualization Techniques
Final Lab Exercise on Big Data Analytics

India Course Dates, Venue & Timings:

Sl.No. State City Batch1-Date Batch1-Date Batch2-Date Batch2-Date Batch3-Date Batch3-Date Batch4-Date Batch4-Date Venue Contact
1 Telangana Hyderabad 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 SPECTRAMIND , Flat 617, 6th Floor ,Annapurna block, Aditya enclave, Ameerpet, Hyderabad-500016 Jason
2 Karnataka Bangalore 5-Sept’15 6-Sept’15 3-Oct’15 4-Oct’15 7-Nov’15 8-Nov’15 5-Dec’15 6-Dec’15 SPECTRAMIND,DBS center , Cunningham road , Bangalore Namratha
3 Tamilnadu Chennai 12-Sept’15 13-Sept’15 10-Oct’15 11-Oct’15 14-Nov’15 15-Nov’15 12-Dec’15 13-Dec’15 SPECTRAMIND,CHENNAI, CitiCentre , Level 6, 10/11 Dr.Radhakrishna Salai,Chennai,Tamil Nadu,600 004,India Mr.Balaji
4 Maharashtra Mumbai 19-Sept’15 20-Sept’15 17-Oct’15 18-Oct’15 21-Nov’15 22-Nov’15 19-Dec’15 20-Dec’15 SPECTRAMIND,DBS Heritage,Prescot Road,Opp. Cathedral Sr. School,Fort, Mumbai 400001. DBS Heritage (From Airport instruct the car / cab driver to drive to Fort, Fashion Street. It’s near Siddharth College, Budha Bhavan. Also there are schools like J. P. Pettit School & Cathedral Sr. School Mr.Vasudev
5 Delhi Delhi/Gurgaon/Noida 5-Sept’15 6-Sept’15 24-Oct’15 25-Oct’15 28-Nov’15 29-Nov’15 26-Dec’15 27-Dec’15 SPECTRAMIND,Paharpur Business Centre, 21, Nehru Place Greens, New Delhi - 110019 Rama Gopal :
6 Maharashtra Pune 29-Sept’15 30-Sept’15 30-Oct’15 31-Oct’15 29-Nov’15 30-Nov’15 30-Dec’15 31-Dec’15 SPECTRAMIND,Panchasheel tech park,Yerwada, Pune Mr.Manish
7 Westbengal Kolkata 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 SPECTRAMIND,Constantia, 6/F,Constantia, Dr. U. N. Brahmachari Marg, Kolkata Mr.Hamid :
8 Andhra Pradesh Vishakhapatnam 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 DBS center Vijay -94400 89341
9 Andhra Pradesh Vijayawada 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 DBS center Vijay -94400 89341
10 Bihar Patna 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 DBS Center, Patna Jason
11 Chhattisgarh Raipur 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 DBS center ,Raipur Jason
12 Gujarat Ahmedabad 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 SPECTRAMIND, Aakruti Complex,Nr. Stadium Cross Road, Navrangpura,Ahmedabad-380009, Gujarat, INDIA Mr.Alok
13 Haryana Chandigarh 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 Spectramind, 1708/1, Sector – 39-B, Chandigarh- 160 036 Kavita
14 Karnataka Mysore 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 DBS center , Mysore Namratha
15 Karnataka Hubli 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 DBS center , Hubli Namratha
16 Kerala Cochin 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 SPECTRAMIND,ThomasMount ,ICTA Building,Changampuzha Nagar P.O.,Cochin- 682 033 Mr.Manoj: 9995881093
17 Kerala Trivandrum 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 Hotel Classic Avenue, Thampanoor, Trivandrum, Kerala. Mr.Manoj
18 Madhya Pradesh Indore 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 Indore Arun :9755598333
19 Orissa Bhubaneshwar 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 Vani Vihar, Bhubaneshwar Mr. Satya Deep : 95811 98770
20 Rajasthan Jaipur 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 DBS center,Jaipur Mr.Manish
21 Tamilnadu Coimbatore 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 DBS Center Mr.Balaji
22 Uttar Pradesh Lucknow 1-Sept’15 2-Sept’15 1-Oct’15 2-Oct’15 1-Nov’15 2-Nov’15 1-Dec’15 2-Dec’15 DBS center,Lucknow Mr.Sandeep
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