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Certificate (Online)

Data Science Certification

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PROFESSIONAL CERTIFICATION

Data Science Certification

Upon Successful Completion

Earn the Data Science Certification (DSC™)

Accelerate your career with the globally recognized BrainStation Data Science Certification (DSC™), through hands-on experience in live courses taught by data science leaders from global tech companies.

View the Course Package to access:

  • Tuition details
  • Financing options
  • Employer sponsorship

 

Next Kickoff

2024-12-04T23:30:00.0000000Z

2024-12-04T23:30:00.0000000Z - 2024-12-05T02:30:00.0000000Z

8 Wednesdays

Location

Online

Instructor

 

Enroll Now

Limited Capacity

Online 3-hour weekly sessions

Learn live online from experienced industry leaders, for 3 hours a week for 8 weeks.

Learn live from experienced industry leaders

Arunansu Pattanayak is an experienced professional who brings years of experience into the classroom to teach you essential skills.

Find a class that fits your schedule.

4.5 out of 5 stars Google
4.7 out of 5 stars Course Report
4.8 out of 5 stars Switchup
Mohamed

Get Certified in Data Science

Gain essential Data Science skills with hands-on instruction from industry leaders working at the best global tech companies like Amazon, Meta, and Microsoft.

The Instructors are very knowledgeable, but they’re also passionate about what they’re doing and that's the best way to share their knowledge and experience.

Mohamed

Data Scientist at Shopify

Data Science Certification (DSC™) Course Overview

DSC-2024Q3

Concepts

Data Science Workflow

Virtual Environments

Numerical Analysis

Vectorization and Arrays

Data Cleaning

Data Visualization

Storytelling

Data Insights

Statistical Analysis

Statistical Modeling

Machine Learning

Neural Networks

NLP

Text Analysis

Natural Language Understanding (NLU)

Natural Language Processing (NLP)

Natural Language Generation (NLG)

Text Representation

Large Language Models (LLMs)

Transformers

Attention Mechanism in LLMs

Data Science Workflow

Data Insights

Natural Language Understanding (NLU)

Virtual Environments

Statistical Analysis

Natural Language Processing (NLP)

Numerical Analysis

Statistical Modeling

Natural Language Generation (NLG)

Vectorization and Arrays

Machine Learning

Text Representation

Data Cleaning

Neural Networks

Large Language Models (LLMs)

Data Visualization

NLP

Transformers

Storytelling

Text Analysis

Attention Mechanism in LLMs

Frameworks

Problem Space Analysis

Data Science Lifecycle

Data Mining Process

Problem Space Analysis

Data Science Lifecycle

Data Mining Process

Skills
Python Programming
Key Performance Indicator (KPI) Design
Exploratory Data Analysis (EDA)
Data Wrangling
Data Cleaning
Data Visualizations in Python
Statistical Analysis
Descriptive Statistics
Hypothesis Testing
A/B Testing
Data Modeling
Predictive Analysis
Machine Learning
Linear Regression
Classification Modeling
Model Evaluation
Model Optimization
Deep Learning
NLP
Industry tools
Python
Anaconda
Jupyter Notebook
NumPy
Pandas
Seaborn
Matplotlib
Plotly
Bokeh
SciPy
Scikit-Learn
Natural Language Toolkit (NLTK)

Why Get Certified in Data Science

Taught By Leaders From Top Global Tech Companies

Receive hands-on training from data science leaders working at companies like Amazon, Meta, and Microsoft.

Build Your Data Science Portfolio

Build a data science portfolio that demonstrates your unique expertise and experience.

Globally Recognized By Top Companies

BrainStation certifications are globally recognized by top companies for the most advanced and up-to-date skills.

Data Science Course Start Dates

Take the Data Science Certification online or in-person at any of BrainStation's campuses. Select a time that fits your schedule.

Class dates & times

Location

Instructor

October 24 - December 19

2024-10-24T22:30:00.0000000Z - 2024-10-25T01:30:00.0000000Z

8 Thursdays Online

Online

Online 3-hour weekly sessions

Learn live online from experienced industry leaders, for 3 hours a week for 8 weeks.

Learn live from experienced industry leaders

Rajwinder Singh Walia is an experienced professional who brings years of experience into the classroom to teach you essential skills.

December 4 - February 5

2024-12-04T23:30:00.0000000Z - 2024-12-05T02:30:00.0000000Z

8 Wednesdays Online

Online

Online 3-hour weekly sessions

Learn live online from experienced industry leaders, for 3 hours a week for 8 weeks.

Learn live from experienced industry leaders

Arunansu Pattanayak is an experienced professional who brings years of experience into the classroom to teach you essential skills.

January 21 - March 11

2025-01-21T23:30:00.0000000Z - 2025-01-22T02:30:00.0000000Z

8 Tuesdays Online

Online

Online 3-hour weekly sessions

Learn live online from experienced industry leaders, for 3 hours a week for 8 weeks.

Learn live from experienced industry leaders

Tanvi Kalevar is an experienced professional who brings years of experience into the classroom to teach you essential skills.

Campus classroom preparing for class

This Course is Offered Online in New York

Campus classroom preparing for class

This Course is Offered Online in Miami

Class dates & times

Location

Instructor

October 21 - December 9

6:30pm - 9:30pm BST

8 Mondays London

London

In-person 3-hour weekly sessions

Learn in-person from experienced industry leaders, for 3 hours a week for 8 weeks.

Learn live from experienced industry leaders

Mohamad Makkawi is an experienced professional who brings years of experience into the classroom to teach you essential skills.

January 21 - March 11

6:30pm - 9:30pm GMT

8 Tuesdays London

London

In-person 3-hour weekly sessions

Learn in-person from experienced industry leaders, for 3 hours a week for 8 weeks.

Learn live from experienced industry leaders

BrainStation instructors are experienced professionals who bring years of experience into the classroom to teach you essential skills.

Class dates & times

Location

Instructor

October 22 - December 10

6:30pm - 9:30pm EDT

8 Tuesdays Toronto

Toronto

In-person 3-hour weekly sessions

Learn in-person from experienced industry leaders, for 3 hours a week for 8 weeks.

Learn live from experienced industry leaders

Paras Batra is an experienced professional who brings years of experience into the classroom to teach you essential skills.

December 4 - February 5

6:30pm - 9:30pm EST

8 Wednesdays Toronto

Toronto

In-person 3-hour weekly sessions

Learn in-person from experienced industry leaders, for 3 hours a week for 8 weeks.

Learn live from experienced industry leaders

Jasyot Gaur is an experienced professional who brings years of experience into the classroom to teach you essential skills.

January 22 - March 12

6:30pm - 9:30pm EST

8 Wednesdays Toronto

Toronto

In-person 3-hour weekly sessions

Learn in-person from experienced industry leaders, for 3 hours a week for 8 weeks.

Learn live from experienced industry leaders

Paras Batra is an experienced professional who brings years of experience into the classroom to teach you essential skills.

February 27 - April 17

6:30pm - 9:30pm EST

8 Thursdays Toronto

Toronto

In-person 3-hour weekly sessions

Learn in-person from experienced industry leaders, for 3 hours a week for 8 weeks.

Learn live from experienced industry leaders

BrainStation instructors are experienced professionals who bring years of experience into the classroom to teach you essential skills.

April 1 - May 20

6:30pm - 9:30pm EDT

8 Tuesdays Toronto

Toronto

In-person 3-hour weekly sessions

Learn in-person from experienced industry leaders, for 3 hours a week for 8 weeks.

Learn live from experienced industry leaders

BrainStation instructors are experienced professionals who bring years of experience into the classroom to teach you essential skills.

Campus classroom preparing for class

This Course is Offered Online in Vancouver

Data Science Certification Course Curriculum

Unit 1

Introduction to Data Science

The Python programming language has emerged as an essential tool for Data Scientists. In the first unit of BrainStation’s Data Science certification course, you will learn Python for data science through a series of hands-on data science projects. You will learn data manipulation techniques, how to analyze data, and how to use NumPy, Pandas, and the best Python libraries for data science, helping you to build a strong foundation for what you’ll learn throughout the rest of the Data Science course.

  • Python
  • Anaconda
  • Notebooks
  • NumPy
  • Pandas
Key Skills:
Python Coding
Data Manipulation
Data Organization
Programming Fundamentals

Python for Data Science

Python is one of the most important tools for a Data Scientist. Through real-world projects, quickly get up to speed with the Python and programming basics you'll need in the field of data and as a future Data Scientist.

Python Libraries for Data Science

Learn how to apply Python packages like NumPy and Pandas to perform practical, real-world data analysis and uncover business analytics insights.

Data Analysis Techniques

Discover how a Data Scientist can integrate different data sets in order to discover new actionable insights by using techniques such as joins, sorting and grouping, and transforming and aggregating.

Unit 2

Data Wrangling and Data Cleaning

A Data Scientist requires great data to perform great data analysis. Learn data cleaning and data wrangling techniques to ensure your data is organized, structured, and consistent. Learn to translate raw data into interesting data visualizations, and use Python packages to facilitate additional statistical analysis, so you can understand how to tell a story with data and get the most out of your work.

  • Python
  • Seaborn
  • Unit 2 tool: bokeh.svg
  • Unit 2 tool: matplotlib.svg
Key Skills:
Data Analysis
Data Wrangling
Data Visualization

Beautiful Data Visualization

Using Python packages, learn to create different types of data visualization. Understand the use cases for different data visualization examples, so you know when to use them.

Prepare Data

Learn the essentials of data cleaning and data wrangling so you can prepare your data sets for statistical analysis, modeling, and decision-making.

Unit 3

Data Modeling

Review important statistical analysis concepts and learn how they apply to data modeling and decision making. Using real data problems encountered in the data science field, learn to build both linear and categorical models, and understand when to use them. Practice applying these techniques to create data models that help you make a predictive analysis.

  • Python
  • Pandas
  • NumPy
  • Unit 3 tool: matplotlib-white.svg
Key Skills:
Statistics
Data Relationships
Hypothesis Testing
Data Modeling
Python Data Visualization
Predictive Analytics & Extrapolation

Statistics for Data Science

Review statistics foundations like the measures of central tendency and dispersion, covariance, and correlation, and understand how to incorporate them into your data analysis.

Hypothesis Testing

Practice how Data Scientists perform hypothesis testing as part of their exploratory data analysis. Learn how to calculate and apply statistical significance, and more.

Data Models

Learn different modeling techniques for numerical and non-numerical data. Build and run various types of data science models on real datasets to uncover patterns and make predictions.

Unit 4

Introduction to Machine Learning

Machine learning has emerged as a truly disruptive technology and data science capability. Discover common machine learning techniques and machine learning algorithms, and learn how they’re applied in practical, real-world scenarios.

  • Python
  • Pandas
  • NumPy
  • Scikit-learn
  • SciPy
Key Skills:
Machine Learning Fundamentals
Data Classification Models
Decision Trees
Model Evaluation
Categorical Predictions

Machine Learning Basics

Discover what machine learning is and how to apply it effectively within the real world. By understanding the constraints and applications of machine learning, you’ll be prepared to identify opportunities to implement it.

Machine Learning Models

Learn a variety of machine learning methods and machine learning algorithms, along with the scenarios they are used in. Explore models like decision trees, Naive Bayes classification, regression model evaluation, cross-validation, and more.

Earn Your Data Science Certification (DSC™)

Successfully completing BrainStation’s Data Science Certification course will earn you the globally recognized BrainStation Data Science Certification (DSC™), demonstrating your mastery of the latest cutting-edge skills and tools. Add this credential to your LinkedIn profile and resume or CV.

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Your Next Step Towards Data Science Certification

View the Data Science Course Package to Learn More.

View the Course Package to access:

  • Tuition details
  • Financing options
  • Employer sponsorship
Network Globe

Join BrainStation's Global Alumni Network

With a BrainStation certification, you’ll join our global alumni network: a community of accomplished professionals across a range of critical tech skills, including Data Scientists.

30,000+

Global BrainStation Alumni

100+

Countries

Industry-Led Data Science Certification

BrainStation’s globally recognized certifications are created by industry professionals, for industry professionals. Our network of experts from leading tech companies provide insights and guidance to ensure each certification demonstrates the latest cutting-edge skills and tools.

Learn in our Next-Gen Online Classroom

Instructor-Led, Live Online Courses, From the Comfort of Your Home

In all our online courses, learn from BrainStation's industry-expert instructors through real-time, interactive classes in an engaging classroom environment.

Interactive, Project-Based Learning

Join breakout room sessions in smaller teams as part of the hands-on projects in our online courses, where you will collaborate and learn together.

Community Beyond the Classroom

During your online course, engage with your classmates and instructors in BrainStation’s Slack community, where you’ll receive updates and support. Stay connected and in the loop throughout your online course.

Frequently Asked Questions

Data Science 101

What is Data Science?

Data Science is the field focused on analyzing data and extracting insights through statistical analysis, machine learning, and data processing techniques. It combines aspects of mathematics, programming, and domain expertise to solve complex problems. A certification in Data Science can provide structured learning in these areas, introducing you to a comprehensive data science skill set.

Learn More: What Is Data Science?

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