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--- certification:programs [2019/08/08 20:36]
ISDSA [Certified Training Programs]
+++ certification:programs [2023/11/14 19:46] (current)
ISDSA [Certificate]
@@ Line 1: / Line 1: @@
 ====== Certification Programs ======
-The International Society for Data Science and Analytics offers an independent and scientific certification program. A certificate is a proof that one has mastered a certain level of knowledge on data science and data analytics.
+The International Society for Data Science and Analytics provides a certification program that is both independent and scientifically rigorous. A certificate from ISDSA indicates that an individual has achieved a certain level of proficiency in the field of data science and analytics.
 ===== Types of Certificates =====
-ISDSA offers three levels of certification: Beginner Data Scientist, Intermediate Data Scientist, and Advanced Data Scientist.
+ISDSA offers four different types of certificates: one nonprofessional certification -- Beginner Data Scientist, and three professional certifications -- Data Scientist, Advanced Data Scientist, and Fellow Data Scientist.
 ==== Beginner Data Scientist ====
-A Beginner Data Scientist should master the essential data science skills to carry out daily data-related operations. Such skills can often be obtained through an undergraduate applied statistics program. A Beginner Data Scientist understands the data ethics, can conduct basic data management, e.g., using SPSS, Excel, Access or MySQL, and data manipulation such as transformation, data cleaning, and subsetting and merging data sets, can conduct basic data visualization, present data analysis results and written data analysis reports. A Beginner Data Scientist can also accurately apply basic statistical methods such as t-test, ANOVA, and regression and can carry out related analysis through statistical software. Beginner Data Scientists account for 60% of the data science professions and can carry out the routine data tasks.
+The Beginner Data Scientist certificate is designed for individuals who are not pursuing data science as a profession but have a keen interest in the subject. This certificate is suitable for anyone who has completed basic data science training, including middle and high school students. Although holders of this certificate have a good understanding of data science concepts, they are not expected to perform complex data tasks.
-==== Intermediate Data Scientist ====
+==== Data Scientist ====
-In addition to mastering the skills of a Beginner Data Scientist, an Intermediate Data Scientist distinguishes himself/herself with the knowledge in big data analysis and predictive and machine learning methods. The skills of an Intermediate Data Scientist can often be obtained through a two-year data science master program. An Intermediate Data Scientist is expected to independently implement a data strategy to deal with business challenges in the industry. Only about 30% of the data tasks require the skills of an Intermediate Data Scientist.
+A Data Scientist possesses the essential data science skills required to perform daily data-related operations. Typically, these skills are obtained through an undergraduate program in applied statistics or a related field. A Data Scientist has a strong understanding of data ethics, can proficiently manage data using software tools such as SPSS, Excel, Access, or MySQL, and perform data manipulation techniques such as data transformation, cleaning, subsetting, and merging. They can also conduct basic data visualization, accurately apply basic statistical methods like t-tests, ANOVA, and regression analysis, and carry out related analysis through statistical software. Data Scientists at this level represent 60% of data science professionals and are skilled at carrying out routine data tasks efficiently. They can also present their findings in written reports and visual formats.
 ==== Advanced Data Scientist ====
-The title of an Advanced Data Scientist is reserved for 5% of the data scientists. It often requires skills that can typically be obtained through a Ph.D. program in statistics, computer sciences, or related areas. An Advanced Data Scientist often holds a data science director position in the data science industry.
+In addition to the essential skills of a Data Scientist, an Advanced Data Scientist possesses expertise in big data analysis and predictive and machine learning methods. This advanced skill set is typically obtained through a two-year data science master's program. An Advanced Data Scientist is capable of independently implementing data strategies to address complex business challenges in the industry. Approximately 30% of data-related tasks require the skills of an Advanced Data Scientist. They are equipped to handle more complex data projects and provide insights and recommendations based on advanced data analysis techniques.
+==== Fellow Data Scientist ====
+The prestigious title of Fellow Data Scientist is reserved for only 5% of data scientists, and it is typically earned through exceptional skills and extensive experience in the field. These skills are often obtained through a Ph.D. program in statistics, computer sciences, or related areas. A Fellow Data Scientist is a highly respected and influential figure in the data science industry, often holding positions such as data science director. They possess a deep understanding of advanced data analysis techniques, data modeling, and data visualization. Fellows are experts in their field and are often sought out for their advice and recommendations on complex data problems.
 **A comparison of different types of certificates**
-| Skills | Beginner | Intermediate | Advanced |
+| Skills | Data Scientist | Advanced | Fellow |
 | Data ethics | **✓** | **✓** | **✓**  |
 | Data management | **✓** | **✓** | **✓** |
@@ Line 34: / Line 38: @@
 | Scientific writing |   | **✓** | **✓**  |
 | Advanced programming skills using R and/or Python |   | **✓** | **✓**  |
-| Text mining |   |   | **✓** |
+| Text mining and natural language processing |   |   | **✓** |
 | Computer vision |   |   | **✓** |
 | Machine learning and deep learning |   |   | **✓** |
@@ Line 42: / Line 46: @@
 ===== How to Get Certificated? =====
-ISDSA certifies data scientists in three ways: (1) A data scientist can pass the ISDSA data scientist exams to get a certificate; (2) An ISDSA certification panel can evaluate the qualification of a data scientist and issue a certificate; and (3) One can get a certificate through ISDSA certified training programs.
+ISDSA certifies data scientists in one of following ways: (1) One can get a certificate after successfully completing our data science training program offered by ISDSA Academy,  (2) A data scientist can pass the ISDSA data scientist exams to get a certificate; (3) An ISDSA certification panel can evaluate the qualification of a data scientist and issue a certificate; and (4) One can get a certificate through ISDSA certified training programs.
+ISDSA offers several ways for individuals to become certified data scientists. These include:
+  * Successfully completing the data science training program offered by ISDSA Academy
+  * Passing the ISDSA data scientist exams
+  * Having their qualifications evaluated by an ISDSA certification panel and receiving a certificate based on their expertise
+  * Completing an ISDSA certified training program and receiving a certificate upon completion
+These different pathways allow individuals to demonstrate their proficiency in data science through various means. The ISDSA certification program aims to provide a standardized and rigorous assessment of an individual's knowledge and skills in the field of data science and analytics, regardless of the method by which they obtain their certification.
+==== Data Science Academy ====
+ISDSA Academy provides a comprehensive range of in-person and online courses that cover both basic and advanced data science topics. Our courses are taught by experts from both academia and industry, ensuring that participants receive a well-rounded education that prepares them for the demands of a career in data science.
+Upon successfully completing one of our training programs, participants will receive a certificate indicating their level of expertise. The certificate can be either for beginner data scientist, data scientist, or advanced data scientist, depending on the program completed.
+We are proud to offer the following training programs through ISDSA Academy:
+  * [[Beginner Data Scientist Academy|Beginner Data Scientist]]
+  * [[Data Scientist Academy|Data Scientist]]
+  * [[Advanced Data Scientist Academy|Advanced Data Scientist]]
 ==== Data Scientist Exams ====
-ISDSA offers data scientist exams to anyone who is interested in getting a data scientist certificate. The exam is designed by data science experts to best test the knowledge of data science and data analytics at different levels. The exam can be taken either on-site or virtually under supervision. The cost of the exams is listed below.
+ISDSA offers data scientist exams to individuals who are interested in obtaining a data scientist certificate. Our exams are designed by experts in data science to thoroughly assess candidates' knowledge of data science and data analytics at various levels. The exams can be taken either on-site or virtually with supervision. Please find the costs of our exams below.
 |Type|Cost|
-|Beginner Data Scientist|$599|
+|Data Scientist|$1,199|
-|Intermediate Data Scientist|$1,199|
+|Advanced Data Scientist|$3,199|
-|Advanced Data Scientist|$1,999|
 ==== Panel Evaluation ====
-For those who have been trained in a data science related program such as an undergraduate or graduate data science program, an online program, or other training programs, ISDSA can issue a certificate after evaluating the rigor of the program and the performance of the candidate. A candidate can submit the complete information about the program, the official training record, including the grades, projects completed, and so on, for an evaluation. At least one member of the ISDSA data science panel will provide a written document on the qualification of the candidate and ISDSA will issue a certificate if the candidate meets the standards set by the panel. The cost of the panel evaluation is listed below.
+For those who have been trained in a data science related program such as an undergraduate or graduate data science program, an online program, or other training programs, ISDSA can issue a certificate after evaluating the rigor of the program and the performance of the candidate. A candidate can submit the complete information about the program, the official training record, including course syllabi, grades, projects completed, and so on, for an evaluation. At least one member of the ISDSA data science panel will provide a written document on the qualification of the candidate and ISDSA will issue a certificate if the candidate meets the standards set by the panel. The cost of the panel evaluation is listed below.
 |Type|Cost|
-|Beginner Data Scientist|$299|
+|Beginner Data Scientist|$99|
-|Intermediate Data Scientist|$599|
+|Data Scientist|$299|
-|Advanced Data Scientist|$999|
+|Advanced Data Scientist|$599|
+|Fellow Data Scientist|$999|
 ==== Certified Training Programs ====
-ISDSA also certifies training programs. A certified training program can issue a certificate to its trainees on behalf of ISDSA. To be certificated, a training program needs to submit its complete curriculum to ISDSA for evaluation. ISDSA evaluates a program based on the qualification of the instructors, design and implementation of courses, the performance of the trainees, and feedback of the trainees. A program needs to be evaluated every three years. Otherwise, it will lose its certified status. The cost of evaluating a program is listed below. If a program does not meet the standards to be certified, half of the cost will be refunded.
+ISDSA offers certification to training programs that meet the high standards set by the organization. A certified training program is authorized to issue certificates to its trainees on behalf of ISDSA. To become certified, a training program must submit its complete curriculum to ISDSA for evaluation. ISDSA evaluates a program based on the qualifications of the instructors, the design and implementation of courses, the performance of the trainees, and the feedback of the trainees. A program must be evaluated every three years to maintain its certified status. If a program does not meet the standards required for certification, half of the evaluation cost will be refunded. The cost of evaluating a program is listed below.
-|Type|Cost|
+|Type|Initial Cost|Renew|
-|1--100 trainees each year|$4,999|
+|1--100 trainees each year|\$4,999|\$1,999|
-|101--1,000 trainees each year|$9,999|
+|101--1,000 trainees each year|\$9,999|\$3,999|
-|>1,000 trainees each year|$14,999|
+|>1,000 trainees each year|\$14,999|\$5,999|
 For each certificate that a training program issues, the following fee (paid by the training program) is also charged:
@@ Line 81: / Line 107: @@
 ===== Certificate =====
-ISDSA maintains a [[index|database]] with all the certified data scientists. The database can be searched using a certificate number. For each certified data scientist, the following information is collected by ISDSA:
+ISDSA maintains a [[https://isdsa.org/certificate/|database]] with all the certified data scientists. The database can be searched using a certificate number. For each certified data scientist, the following information is collected by ISDSA:
   * First name and last name
   * Year of birth
-  * A headshot
+  * A headshot (Optional)
   * Email address
 Anyone can search the database. For a matched record, the following information will be displayed to the party of interest:
   * First name and last name
-  * Headshot
   * Certificate number
-  * Type of certificate (Beginner, Intermediate, or Advanced)
+  * Type of certificate (Beginner Data Scientist,  Data Scientist, Advanced  Data Scientist, or Fellow  Data Scientist)
   * Date of certification
+  * An QR code
-To get a certificate, please contact us at certificate@isdsa.org.
+To get certified, please contact us at certificate@isdsa.org.

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