CDSD Certified Data Science Developer®

In today’s data-driven world, where insights gleaned from data can drive innovation and business success, the role of a skilled data science developer is paramount. Embark on a transformative journey with our CDSD Certified Data Science Developer® Certification program, meticulously designed to elevate your skills and position you as a leader in this pivotal field. This comprehensive program equips you with in-depth knowledge of data science principles, techniques, and their application across various domains. Through immersive, hands-on experiences, you’ll master the skills and tools essential for leveraging data to extract actionable insights and drive decision-making processes. Join us and emerge as a CDSD Certified Data Science Developer®, ready to shape the future of data-driven decision-making. Be at the forefront of a world where data-driven insights and human ingenuity seamlessly integrate to create innovative solutions.

$299

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Course duration

18 Hours

Exam

Self-paced

Access Mode

Online

Certification Validity

Lifetime

Modules Included

Basics of Python for Data Science

How to Install Python
History of Python
Python Variables
Loops in Python
Python collection Data Types
OOPS concepts
Exception Handling
Regular Expression
Python Numpy Arrays
Matrix and its operation
Functions in Python
User Defined functions in Python
Scope in Python
Introduction to Methods
Packages in Python and PIP
Pandas and Data frames
Import and Export data from CSV

Data Preprocessing

Why Data Preprocessing
Missing Values Treatment
Encoding
Feature Scaling
Outlier Treatment
Template for Data Preprocessing

Data Visualization

Introduction to Matplotlib and Seaborn
Various charts and syntax

Introduction to Machine Learning

Introduction to Machine Learning
Types of Machine Learning
Basic Probability required for Machine Learning
Linear Algebra required for Machine Learning

Supervised Learning - Regression

Simple Linear Regression
- Simple Linear Regression Intuition
- Simple Linear Regression – Business Problems

Multiple Linear Regression
- Multiple Linear Regression Intuition
- Multiple Linear Regression – Business Problems

Polynomial Regression
- Polynomial Regression Intuition
- Polynomial Regression Business problem
- Implementation

Decision Tree
- Decision Tree Intuition
- Decision Tree Business problem
- Implementation

Random Forest
- Random Forest Intuition
- Random Forest Business problem
- Implementation

Supervised Learning - Classification

Logistic Regression
Decision Trees
Random Forests
SVM
Naïve Bayes
KNN
Confusion Matrix

Unsupervised Learning - Clustering

Types of K-Means
K-Means Clustering
Hierarchal Clustering

Dimensionality Reduction

Principal Component Analysis
Linear Discriminant Analysis

Recommendation Engine

Need for recommendation engines
Types of Recommendation Engines
Content-Based
Collaborative Filtering

Association Rules

Apriori Algorithm
Market Basket Analysis

Time Series

Understanding Time Series Data
ARIMA analysis

Statistics

Statistics – Descriptive Statistics
Statistics – Inferential Statistics Fundamentals
Statistics – Hypothesis Testing

Summary

Summary of the key learning of the course.

Certified Data Science Developer™ Exam

There will be an online training followed by a multiple choice exam of 100 marks.
You need to acquire 60+ marks to clear the exam.
If you fail, you can retake the exam after one day.
You can take the exam no more than 3 times.
If you fail to acquire 60+ marks even after three attempts, then you need to contact us to get assistance for clearing the exam

Top Job Roles

Who Is a CDSD Certified Data Science Developer®?

A CDSD Certified Data Science Developer® is a distinguished professional holding a certification that validates their exceptional expertise in data science. These experts possess deep knowledge and skills in utilizing advanced techniques to analyze data, develop predictive models, and derive valuable insights. They are the visionaries behind transformative data science solutions, leveraging their expertise to solve complex problems and drive business success in diverse industries.

Who Should Enroll for the CDSD Certified Data Science Developer® Certification?

The certification program is designed for individuals passionate about data science and its applications. Ideal candidates include data enthusiasts, software developers, data analysts, business analysts, and tech entrepreneurs. This certification enhances skills and knowledge in core data science concepts, preparing participants to innovate and excel in the field of data-driven decision-making.

What Does a CDSD Certified Data Science Developer® Do?

CDSD Certified Data Science Developer® are proficient in developing and applying data science techniques to extract insights from data. They work with cross-disciplinary teams to analyze data, develop predictive models, and derive actionable insights to solve real-world challenges. These experts explore innovative uses of data science, driving advancements and transforming industries with their solutions.

Certification Benefits

Comprehensive Understanding of Data Science: In-depth knowledge of data analysis, machine learning, statistical modeling, and best practices.
Validation of Expertise: Certification serves as proof of skills and knowledge in data science, providing a competitive edge
Enhanced Career Opportunities: Opens doors to various career opportunities in data analysis, predictive modeling, business intelligence, and more across multiple industries.
Stay at the Forefront of Data Science Innovation: Keeps participants updated on the latest developments, trends, and best practices in data science technology.

Frequently Asked Questions

Who Is a CDSD Certified Data Science Developer®?

A distinguished professional with certification in data science principles and applications.

What is the demand for Data Scientists?

The demand for Data Scientists is exceptionally high and continues to grow. As organizations increasingly rely on data-driven strategies, there’s a need for skilled professionals who can analyze data effectively to derive valuable insights and support decision-making processes.

Who can benefit from becoming a CDSD Certified Data Science Developer®?

Data enthusiasts, software developers, data analysts, business analysts, tech entrepreneurs, and anyone interested in leading in data-driven decision-making.

Can I retake the certification exam if I fail it the first time?

Yes, you can retake the certification exam. Check the certification authority’s policies for details on attempts and fees.

What is the cost of the CDSD Certified Data Science Developer® program?

Refer to the official website for up-to-date pricing and payment options.

How long does it take to complete the certification process?

Recommended to be completed in 6 days with 1 hour daily commitment. The online exam can be taken anytime but is recommended within 10 days of program completion.

What are the requirements for becoming a CDSD Certified Data Science Developer®?

No specific prerequisites, making it accessible to professionals interested in gaining expertise in data science principles and applications.

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