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Limited time only! Get 2 courses for the price of one. Learn more

Introduction to Data Analysis

Data Analysis is an ever-evolving discipline with lots of focus on new predictive modeling techniques coupled with rich analytical tools that keep increasing our capacity to handle big data. However, in order to chart a coherent path forward, it is necessary to understand where the discipline has come from since its inception.

The field of Business intelligence depends largely on Data analysis tools and techniques in order to inform effective decision-making. In fact, the disciplines are so intertwined that some often confuse the two. Therefore, we begin our introduction by examining the history of Business intelligence, its relationship to data analysis, and why the two are needed to help businesses deliver a complete assembly of their 'data puzzle'. This module also addresses some of the hurdles businesses face when dealing with data overload and suggests some possible solutions to the problem.

With the explosion of big data, businesses recognize there is a greater need for employing someone who is qualified to correctly analyze the data. In this module, we explore the qualifications for the data analyst as well as the analytic tools associated with the position. It is unfortunate that there is such a dearth of data analysts. With a projected shortage of 190,000 data science jobs into 2020, it is no wonder that businesses are scrambling to recruit talent.

This course has been submitted, reviewed, and approved by the International Institute of Business Analysis (IIBA) to award CDUs for attendance.

Available formats for this course
In-Person
Live Online
Corporate
Corporate Online
Duration
2 days/16 hours of instruction
Education Credits
14 PDUs
10 Strategy PDUs
4 Technical PDUs
14 PDUs

Starting at: $1295

Find a Class Request Corporate Training

Get the full details on this course Download the .PDF Brochure

Part 1: Data and Information

  1. Data in the Real World
  2. Data vs. Information
  3. The Many “Vs” of Data
  4. Structured Data and Unstructured Data
  5. Types of Data

Part 2: Data Analysis Defined

  1. Why do we analyze data?
  2. Data Analysis Mindset
  3. Data Analysis Steps
  4. Data Analysis Defined
  5. Descriptive Statistics vs Inferential Statistics

Part 3: Types of Variables

  1. Categorical vs Numerical
  2. Nominal Variables
  3. Ordinal Variables
  4. Interval Variables
  5. Ratio Variables

Part 4: Central Tendency of Data

  1. (Arithmetic) Mean
  2. Median
  3. Mode

Part 5: Basic Probability

  1. Probability Uses In Business
  2. Ways We Can Calculate Probability
  3. Probability Terms
  4. Calculating Probability
  5. Calculating Probability from a Contingency Table
  6. Conditional Probability
  7. Frequency Distribution

Part 6: Distributions, Variance, and Standard Deviation

  1. Discrete Distributions
  2. Continuous Distributions
  3. Range
  4. Quartiles
  5. Variance
  6. Standard Deviation
  7. Population vs. Sample
  8. Application of the Standard Deviation
    • Standard Deviation and the Normal Distribution
    • Sigma (σ) Values (Standard Deviations)
  9. Bimodal distribution
  10. Skew and Summary
  11. Other Distributions
    • Poisson Distribution
    • Exponential Distribution
    • Pareto Distribution (“80/20”)
    • Log Normal Distribution
  12. Distributions in Excel
     

Part 7: Fitting Data

  1. Bivariate Data (Two Variables)
  2. Covariance and Correlation
  3. Simple Linear Regression
  4. Linear Regression
  5. Fitting Functions
    • Linear Fit
    • Polynomial Fit
    • Power-Law Fit

Part 8: Predictive Analytics Overview

  1. Monte Carlo Method

Anyone involved in operations, project management, business analysis, or management who needs an introduction to Data Analysis, would benefit from this class:

  • Business Analyst, Business Systems Analyst, Staff Analyst
  • Those interested in CBAP®, CCBA®®, or other business analysis certifications
  • Systems, Operations Research, Marketing, and other Analysts
  • Project Manager, Team Leads, Project Leads, Project Assistants, Project Coordinators
  • Those interested in PMP®, CAPM®, or other project management certifications
  • Program Managers, Portfolio Managers, Project Management Office (PMO) staff
  • Data Modelers and Administrators, DBAs
  • Technical & other Subject Matter Experts (SMEs)
  • IT Staff, Manager, VPs
  • Finance Staff, Manager
  • Operations Analyst, Supervisor
  • External and Internal Consultants
  • Risk Managers, Operations Risk Professionals
  • Operations Managers, Line Managers, Operations Staff
  • Process Improvement, Compliance, Audit, & other Governance Staff
  • Thought Leaders, Transformation & Change Champions, Change Manager
  • Executives, Directors, & other senior staff exploring cost reduction and process improvement options
  • Executive and Administrative Assistants and Coordinators
  • Job seekers and those who want to show dedication to data analysis and process improvement
  • Leaders at all levels who wish to increase their Data Analysis capabilities

Introduction to Data Analysis Schedule

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Live, Online Training
Oct 22nd - 23rd 9:30am - 5:30pm ET
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Live, Online Training
Nov 19th - 20th 8:30am - 4:30pm ET
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Dec 17th - 18th 10:30am - 6:30pm ET
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Chicago, IL
Jan 12th - 13th 8:30 AM - 4:30 PM Local Time
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Jan 20th - 21st 8:30 AM - 4:30 PM ET
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Feb 4th - 5th 8:30 AM - 4:30 PM ET
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Oakland, CA
Feb 23rd - 24th 8:30 AM - 4:30 PM Local Time
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Jacksonville, FL
Mar 11th - 12th 8:30 AM - 4:30 PM Local Time
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Mar 22nd - 23rd 8:30 AM - 4:30 PM ET
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Boston, MA
Apr 8th - 9th 8:30 AM - 4:30 PM Local Time
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Austin, TX
May 6th - 7th 8:30 AM - 4:30 PM Local Time
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May 18th - 19th 8:30 AM - 4:30 PM ET
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Atlanta, GA
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CPSFDC\Entity\Session::__set_state(array( 'sfId' => 'a011G00000VNV5KQAX', 'startDate' => '2021-07-08', 'startTime' => '8:30 AM', 'endDate' => '2021-07-09', 'endTime' => '4:30 PM', 'name' => '290005VCL02', 'standardCourseFee' => 1295.0, 'courseId' => 'DATALYTICS', 'course' => 'a00370000029ukmAAA', 'courseSfId' => 'a00370000029ukmAAA', 'courseName' => 'Introduction to Data Analysis', 'instructorId' => '85388', 'instructorSfId' => 'a0237000001Y4RDAA0', 'instructorDisplayName' => 'TBD', 'instructorName' => 'TBD', 'locationCode' => 'VCL', 'sessionStatus' => 'O', 'city' => 'Live Online Training', 'state' => NULL, 'cityState' => 'Live, Online Training', 'locationSfId' => 'a0637000000tn2hAAA', 'subjectSfId' => 'a051G00000Jso3oQAB', 'subjectName' => 'Data & Analytics', 'specialitySfId' => 'a051G00000Jso3yQAB', 'specialityName' => 'Analytics & Data Science', 'expertiseSfId' => 'a051G00000JsoCGQAZ', 'expertiseName' => NULL, 'certificationSfId' => NULL, 'certificationBody' => NULL, 'certificationName' => NULL, 'pdus' => '14', 'deliveryModalities' => array ( 0 => 'In-Person', 1 => 'Live Online', ), ))
Live, Online Training
Jul 8th - 9th 8:30 AM - 4:30 PM ET
$1295
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CPSFDC\Entity\Session::__set_state(array( 'sfId' => 'a011G00000VNV5TQAX', 'startDate' => '2021-07-19', 'startTime' => '8:30 AM', 'endDate' => '2021-07-20', 'endTime' => '4:30 PM', 'name' => '290005KSC', 'standardCourseFee' => 1295.0, 'courseId' => 'DATALYTICS', 'course' => 'a00370000029ukmAAA', 'courseSfId' => 'a00370000029ukmAAA', 'courseName' => 'Introduction to Data Analysis', 'instructorId' => '85388', 'instructorSfId' => 'a0237000001Y4RDAA0', 'instructorDisplayName' => 'TBD', 'instructorName' => 'TBD', 'locationCode' => 'KSC', 'sessionStatus' => 'O', 'city' => 'Kansas City, MO', 'state' => 'MO', 'cityState' => 'Kansas City, MO', 'locationSfId' => 'a0637000000tn3dAAA', 'subjectSfId' => 'a051G00000Jso3oQAB', 'subjectName' => 'Data & Analytics', 'specialitySfId' => 'a051G00000Jso3yQAB', 'specialityName' => 'Analytics & Data Science', 'expertiseSfId' => 'a051G00000JsoCGQAZ', 'expertiseName' => NULL, 'certificationSfId' => NULL, 'certificationBody' => NULL, 'certificationName' => NULL, 'pdus' => '14', 'deliveryModalities' => array ( 0 => 'In-Person', 1 => 'Live Online', ), ))
Kansas City, MO
Jul 19th - 20th 8:30 AM - 4:30 PM Local Time
$1295
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CPSFDC\Entity\Session::__set_state(array( 'sfId' => 'a011G00000VNV6cQAH', 'startDate' => '2021-08-10', 'startTime' => '8:30 AM', 'endDate' => '2021-08-11', 'endTime' => '4:30 PM', 'name' => '290005PHI', 'standardCourseFee' => 1295.0, 'courseId' => 'DATALYTICS', 'course' => 'a00370000029ukmAAA', 'courseSfId' => 'a00370000029ukmAAA', 'courseName' => 'Introduction to Data Analysis', 'instructorId' => '85388', 'instructorSfId' => 'a0237000001Y4RDAA0', 'instructorDisplayName' => 'TBD', 'instructorName' => 'TBD', 'locationCode' => 'PHI', 'sessionStatus' => 'O', 'city' => 'Philadelphia, PA', 'state' => 'PA', 'cityState' => 'Philadelphia, PA', 'locationSfId' => 'a0637000000tn21AAA', 'subjectSfId' => 'a051G00000Jso3oQAB', 'subjectName' => 'Data & Analytics', 'specialitySfId' => 'a051G00000Jso3yQAB', 'specialityName' => 'Analytics & Data Science', 'expertiseSfId' => 'a051G00000JsoCGQAZ', 'expertiseName' => NULL, 'certificationSfId' => NULL, 'certificationBody' => NULL, 'certificationName' => NULL, 'pdus' => '14', 'deliveryModalities' => array ( 0 => 'In-Person', 1 => 'Live Online', ), ))
Philadelphia, PA
Aug 10th - 11th 8:30 AM - 4:30 PM Local Time
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CPSFDC\Entity\Session::__set_state(array( 'sfId' => 'a011G00000VNV64QAH', 'startDate' => '2021-08-23', 'startTime' => '8:30 AM', 'endDate' => '2021-08-24', 'endTime' => '4:30 PM', 'name' => '290005VCL03', 'standardCourseFee' => 1295.0, 'courseId' => 'DATALYTICS', 'course' => 'a00370000029ukmAAA', 'courseSfId' => 'a00370000029ukmAAA', 'courseName' => 'Introduction to Data Analysis', 'instructorId' => '85388', 'instructorSfId' => 'a0237000001Y4RDAA0', 'instructorDisplayName' => 'TBD', 'instructorName' => 'TBD', 'locationCode' => 'VCL', 'sessionStatus' => 'O', 'city' => 'Live Online Training', 'state' => NULL, 'cityState' => 'Live, Online Training', 'locationSfId' => 'a0637000000tn2hAAA', 'subjectSfId' => 'a051G00000Jso3oQAB', 'subjectName' => 'Data & Analytics', 'specialitySfId' => 'a051G00000Jso3yQAB', 'specialityName' => 'Analytics & Data Science', 'expertiseSfId' => 'a051G00000JsoCGQAZ', 'expertiseName' => NULL, 'certificationSfId' => NULL, 'certificationBody' => NULL, 'certificationName' => NULL, 'pdus' => '14', 'deliveryModalities' => array ( 0 => 'In-Person', 1 => 'Live Online', ), ))
Live, Online Training
Aug 23rd - 24th 8:30 AM - 4:30 PM ET
$1295
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CPSFDC\Entity\Session::__set_state(array( 'sfId' => 'a011G00000VNTstQAH', 'startDate' => '2021-09-13', 'startTime' => '8:30 AM', 'endDate' => '2021-09-14', 'endTime' => '4:30 PM', 'name' => '290005VCL', 'standardCourseFee' => 1295.0, 'courseId' => 'DATALYTICS', 'course' => 'a00370000029ukmAAA', 'courseSfId' => 'a00370000029ukmAAA', 'courseName' => 'Introduction to Data Analysis', 'instructorId' => '85388', 'instructorSfId' => 'a0237000001Y4RDAA0', 'instructorDisplayName' => 'TBD', 'instructorName' => 'TBD', 'locationCode' => 'VCL', 'sessionStatus' => 'O', 'city' => 'Live Online Training', 'state' => NULL, 'cityState' => 'Live, Online Training', 'locationSfId' => 'a0637000000tn2hAAA', 'subjectSfId' => 'a051G00000Jso3oQAB', 'subjectName' => 'Data & Analytics', 'specialitySfId' => 'a051G00000Jso3yQAB', 'specialityName' => 'Analytics & Data Science', 'expertiseSfId' => 'a051G00000JsoCGQAZ', 'expertiseName' => NULL, 'certificationSfId' => NULL, 'certificationBody' => NULL, 'certificationName' => NULL, 'pdus' => '14', 'deliveryModalities' => array ( 0 => 'In-Person', 1 => 'Live Online', ), ))
Live, Online Training
Sep 13th - 14th 8:30 AM - 4:30 PM ET
$1295
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CPSFDC\Entity\Session::__set_state(array( 'sfId' => 'a011G00000VNTtRQAX', 'startDate' => '2021-09-22', 'startTime' => '8:30 AM', 'endDate' => '2021-09-23', 'endTime' => '4:30 PM', 'name' => '290005MPS', 'standardCourseFee' => 1295.0, 'courseId' => 'DATALYTICS', 'course' => 'a00370000029ukmAAA', 'courseSfId' => 'a00370000029ukmAAA', 'courseName' => 'Introduction to Data Analysis', 'instructorId' => '85388', 'instructorSfId' => 'a0237000001Y4RDAA0', 'instructorDisplayName' => 'TBD', 'instructorName' => 'TBD', 'locationCode' => 'MPS', 'sessionStatus' => 'O', 'city' => 'Minneapolis, MN', 'state' => 'MN', 'cityState' => 'Minneapolis, MN', 'locationSfId' => 'a0637000000tn8kAAA', 'subjectSfId' => 'a051G00000Jso3oQAB', 'subjectName' => 'Data & Analytics', 'specialitySfId' => 'a051G00000Jso3yQAB', 'specialityName' => 'Analytics & Data Science', 'expertiseSfId' => 'a051G00000JsoCGQAZ', 'expertiseName' => NULL, 'certificationSfId' => NULL, 'certificationBody' => NULL, 'certificationName' => NULL, 'pdus' => '14', 'deliveryModalities' => array ( 0 => 'In-Person', 1 => 'Live Online', ), ))
Minneapolis, MN
Sep 22nd - 23rd 8:30 AM - 4:30 PM Local Time
$1295
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CPSFDC\Entity\Session::__set_state(array( 'sfId' => 'a011G00000VNTtyQAH', 'startDate' => '2021-10-04', 'startTime' => '8:30 AM', 'endDate' => '2021-10-05', 'endTime' => '4:30 PM', 'name' => '290006VCL', 'standardCourseFee' => 1295.0, 'courseId' => 'DATALYTICS', 'course' => 'a00370000029ukmAAA', 'courseSfId' => 'a00370000029ukmAAA', 'courseName' => 'Introduction to Data Analysis', 'instructorId' => '85388', 'instructorSfId' => 'a0237000001Y4RDAA0', 'instructorDisplayName' => 'TBD', 'instructorName' => 'TBD', 'locationCode' => 'VCL', 'sessionStatus' => 'O', 'city' => 'Live Online Training', 'state' => NULL, 'cityState' => 'Live, Online Training', 'locationSfId' => 'a0637000000tn2hAAA', 'subjectSfId' => 'a051G00000Jso3oQAB', 'subjectName' => 'Data & Analytics', 'specialitySfId' => 'a051G00000Jso3yQAB', 'specialityName' => 'Analytics & Data Science', 'expertiseSfId' => 'a051G00000JsoCGQAZ', 'expertiseName' => NULL, 'certificationSfId' => NULL, 'certificationBody' => NULL, 'certificationName' => NULL, 'pdus' => '14', 'deliveryModalities' => array ( 0 => 'In-Person', 1 => 'Live Online', ), ))
Live, Online Training
Oct 4th - 5th 8:30 AM - 4:30 PM ET
$1295
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CPSFDC\Entity\Session::__set_state(array( 'sfId' => 'a011G00000VNTuPQAX', 'startDate' => '2021-10-27', 'startTime' => '8:30 AM', 'endDate' => '2021-10-28', 'endTime' => '4:30 PM', 'name' => '290006HOU', 'standardCourseFee' => 1295.0, 'courseId' => 'DATALYTICS', 'course' => 'a00370000029ukmAAA', 'courseSfId' => 'a00370000029ukmAAA', 'courseName' => 'Introduction to Data Analysis', 'instructorId' => '85388', 'instructorSfId' => 'a0237000001Y4RDAA0', 'instructorDisplayName' => 'TBD', 'instructorName' => 'TBD', 'locationCode' => 'HOU', 'sessionStatus' => 'O', 'city' => 'Houston, TX', 'state' => 'TX', 'cityState' => 'Houston, TX', 'locationSfId' => 'a0637000000tn4sAAA', 'subjectSfId' => 'a051G00000Jso3oQAB', 'subjectName' => 'Data & Analytics', 'specialitySfId' => 'a051G00000Jso3yQAB', 'specialityName' => 'Analytics & Data Science', 'expertiseSfId' => 'a051G00000JsoCGQAZ', 'expertiseName' => NULL, 'certificationSfId' => NULL, 'certificationBody' => NULL, 'certificationName' => NULL, 'pdus' => '14', 'deliveryModalities' => array ( 0 => 'In-Person', 1 => 'Live Online', ), ))
Houston, TX
Oct 27th - 28th 8:30 AM - 4:30 PM Local Time
$1295
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CPSFDC\Entity\Session::__set_state(array( 'sfId' => 'a011G00000VNTvXQAX', 'startDate' => '2021-11-08', 'startTime' => '8:30 AM', 'endDate' => '2021-11-09', 'endTime' => '4:30 PM', 'name' => '290006RES', 'standardCourseFee' => 1295.0, 'courseId' => 'DATALYTICS', 'course' => 'a00370000029ukmAAA', 'courseSfId' => 'a00370000029ukmAAA', 'courseName' => 'Introduction to Data Analysis', 'instructorId' => '85388', 'instructorSfId' => 'a0237000001Y4RDAA0', 'instructorDisplayName' => 'TBD', 'instructorName' => 'TBD', 'locationCode' => 'RES', 'sessionStatus' => 'O', 'city' => 'Reston, VA', 'state' => 'VA', 'cityState' => 'Reston, VA', 'locationSfId' => 'a0637000000tn8JAAQ', 'subjectSfId' => 'a051G00000Jso3oQAB', 'subjectName' => 'Data & Analytics', 'specialitySfId' => 'a051G00000Jso3yQAB', 'specialityName' => 'Analytics & Data Science', 'expertiseSfId' => 'a051G00000JsoCGQAZ', 'expertiseName' => NULL, 'certificationSfId' => NULL, 'certificationBody' => NULL, 'certificationName' => NULL, 'pdus' => '14', 'deliveryModalities' => array ( 0 => 'In-Person', 1 => 'Live Online', ), ))
Reston, VA
Nov 8th - 9th 8:30 AM - 4:30 PM Local Time
$1295
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CPSFDC\Entity\Session::__set_state(array( 'sfId' => 'a011G00000VNTuxQAH', 'startDate' => '2021-11-15', 'startTime' => '8:30 AM', 'endDate' => '2021-11-16', 'endTime' => '4:30 PM', 'name' => '290006VCL02', 'standardCourseFee' => 1295.0, 'courseId' => 'DATALYTICS', 'course' => 'a00370000029ukmAAA', 'courseSfId' => 'a00370000029ukmAAA', 'courseName' => 'Introduction to Data Analysis', 'instructorId' => '85388', 'instructorSfId' => 'a0237000001Y4RDAA0', 'instructorDisplayName' => 'TBD', 'instructorName' => 'TBD', 'locationCode' => 'VCL', 'sessionStatus' => 'O', 'city' => 'Live Online Training', 'state' => NULL, 'cityState' => 'Live, Online Training', 'locationSfId' => 'a0637000000tn2hAAA', 'subjectSfId' => 'a051G00000Jso3oQAB', 'subjectName' => 'Data & Analytics', 'specialitySfId' => 'a051G00000Jso3yQAB', 'specialityName' => 'Analytics & Data Science', 'expertiseSfId' => 'a051G00000JsoCGQAZ', 'expertiseName' => NULL, 'certificationSfId' => NULL, 'certificationBody' => NULL, 'certificationName' => NULL, 'pdus' => '14', 'deliveryModalities' => array ( 0 => 'In-Person', 1 => 'Live Online', ), ))
Live, Online Training
Nov 15th - 16th 8:30 AM - 4:30 PM ET
$1295
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CPSFDC\Entity\Session::__set_state(array( 'sfId' => 'a011G00000VNTwYQAX', 'startDate' => '2021-12-02', 'startTime' => '8:30 AM', 'endDate' => '2021-12-03', 'endTime' => '4:30 PM', 'name' => '290006PAS', 'standardCourseFee' => 1295.0, 'courseId' => 'DATALYTICS', 'course' => 'a00370000029ukmAAA', 'courseSfId' => 'a00370000029ukmAAA', 'courseName' => 'Introduction to Data Analysis', 'instructorId' => '85388', 'instructorSfId' => 'a0237000001Y4RDAA0', 'instructorDisplayName' => 'TBD', 'instructorName' => 'TBD', 'locationCode' => 'PAS', 'sessionStatus' => 'O', 'city' => 'Pasadena, CA', 'state' => 'CA', 'cityState' => 'Pasadena, CA', 'locationSfId' => 'a0637000000tn59AAA', 'subjectSfId' => 'a051G00000Jso3oQAB', 'subjectName' => 'Data & Analytics', 'specialitySfId' => 'a051G00000Jso3yQAB', 'specialityName' => 'Analytics & Data Science', 'expertiseSfId' => 'a051G00000JsoCGQAZ', 'expertiseName' => NULL, 'certificationSfId' => NULL, 'certificationBody' => NULL, 'certificationName' => NULL, 'pdus' => '14', 'deliveryModalities' => array ( 0 => 'In-Person', 1 => 'Live Online', ), ))
Pasadena, CA
Dec 2nd - 3rd 8:30 AM - 4:30 PM Local Time
$1295
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CPSFDC\Entity\Session::__set_state(array( 'sfId' => 'a011G00000VNTw4QAH', 'startDate' => '2021-12-07', 'startTime' => '8:30 AM', 'endDate' => '2021-12-08', 'endTime' => '4:30 PM', 'name' => '290006VCL03', 'standardCourseFee' => 1295.0, 'courseId' => 'DATALYTICS', 'course' => 'a00370000029ukmAAA', 'courseSfId' => 'a00370000029ukmAAA', 'courseName' => 'Introduction to Data Analysis', 'instructorId' => '85388', 'instructorSfId' => 'a0237000001Y4RDAA0', 'instructorDisplayName' => 'TBD', 'instructorName' => 'TBD', 'locationCode' => 'VCL', 'sessionStatus' => 'O', 'city' => 'Live Online Training', 'state' => NULL, 'cityState' => 'Live, Online Training', 'locationSfId' => 'a0637000000tn2hAAA', 'subjectSfId' => 'a051G00000Jso3oQAB', 'subjectName' => 'Data & Analytics', 'specialitySfId' => 'a051G00000Jso3yQAB', 'specialityName' => 'Analytics & Data Science', 'expertiseSfId' => 'a051G00000JsoCGQAZ', 'expertiseName' => NULL, 'certificationSfId' => NULL, 'certificationBody' => NULL, 'certificationName' => NULL, 'pdus' => '14', 'deliveryModalities' => array ( 0 => 'In-Person', 1 => 'Live Online', ), ))
Live, Online Training
Dec 7th - 8th 8:30 AM - 4:30 PM ET
$1295
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