If you are a new graduate or career switcher interested in a data scientist career path, WeCloudData’s Data Science bootcamp is the best option. We offer the most structured data science learning path. Students learn with hands-on projects, build real experience via industry data projects, and receive six months of career mentorship to help them land a data scientist job. Our data science bootcamp is consistently ranked as one of the top coding bootcamps. Inquire today to become a data scientist with WeCloudData.

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Full-time

Online Live

14 Weeks

570 Hours

About the Program

The Applied Data Science & Big Data Diploma Program (Data Science Bootcamp) is a full-time immersive learning program that helps recent graduates and career switchers break into data science. The learning package includes 14 weeks of intensive study, six months of project experience building, and six months of mentorship and job support after graduation. WeCloudData is committed to an extensive support period to help our learners achieve their career change/kickstart dreams. If you want to switch jobs in a relatively shorter timeframe, this program will become your best career investment. A part-time program is also available for learners who cannot commit to an immersive program.

POTENTIAL JOB TITLES

Data Scientist

Decision Scientist

Machine Learning Scientist

Machine Learning Engineer

Statistical Analyst

Predictive Modeler

Big Data Analyst

Statistician

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WeCloudData is the perfect place to grow your career

Choose your network & mentor wisely

Interacting with expert instructors, engaging with classmates, working on group projects, meeting with real clients and networking with a community of like-minded professionals. You'll be able to build your network and collaborate with people from all backgrounds, strengthening bonds and making friends in the process!

Solving real-world problems

In our bootcamp, we'll give you an opportunity that many graduates don't have: work on something meaningful and important right away. You will be able to even contribute ideas or solutions that make an impactful change! Teamwork is an essential part of data career. In our bootcamp, we'll have you work with other students and a Project Manager to complete a Real-Client project.

Comprehensive bootcamp with a focus on skills that are in high demand

No other bootcamp offers the flexibility and variety of topics, the number of hours and instructors, and the depth of knowledge in this industry. WeCloudData is a one-stop destination to learn data science - from basic concepts to building data-driven applications. Your learning is personalized and all your questions are answered by our expert instructors.

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Ranked #1 Data Training Program

 4.9/5

 4.96/5

 4.95/5

A path more than just courses

BOOTCAMP

Learn cutting-edge skills from expert instructors

PROJECT

Gain hands-on experience with Real-client Project

career

Get 1-on-1 mentorship from our professionals

REAL HANDS-ON PROJECTS

Gain Hands-on Experience with Real-client Projects

The Data & AI Job Market is highly competitive. It is easier to stand out and get noticed with relevant background and experience. Therefore, WeCloudData has gone the extra mile to bring real-life projects into the classroom. Our Part-Time Data Science Bootcamp students will work on real business scenario-based projects. The Full-Time Data Science Bootcamp students will get the opportunities to work on real client projects.

CLIENT

Sports Network Industry

project

Sports Analytics with Machine Learning

In this client project, our Bootcamp learners worked with a client on fantasy football projections using machine learning. Our learners collected public data via web scraping, performed extensive data exploration and visualization, trained machine learning models for sports prediction, and created interactive tools for model presentation and interpretation.

CLIENT

News Media Industry

project

Personalized News Recommendation

Our students have built a personalized news recommendation system that analyzes user behavior to recommend articles of interest. This system increases user engagement and conversion rates, leading to bottom-line improvements for clients. By providing users with personalized recommendations, the system helps our client keep users engaged, leading to increased revenue and profits.

Portfolio Project

Build real project experience to differentiate

We also have a capstone project that gives our students the chance to synthesize their learning and build a portfolio piece they can showcase on their resume or LinkedIn profile. This helps them stand out from other applicants when applying for jobs or opportunities.

LEARNING EXPERIENCE

Drive Success with Interactive Learning Experience

Interact with faculty >

Interact with classmates >

Interact with community >

Interact with client >

Interact with mentors >

Interact with faculty >

Interact with classmates >

Interact with community >

Interact with client >

Interact with mentors >

FACULTY TEAM

Learn from the best instructors & TA

We’ve brought together a team of highly skilled and experienced instructors to help you learn effectively. Our instructors have a passion for teaching and a wealth of real-world experiences in their respective fields, so you can be confident that you’re learning from the best.

Adam Xing

Data Science Program Manager @ WeCloudData

Adam Xing is the Data Science Program Manager at WeCloudData. Adam graduated with a bachelor’s degree in economics. He has lots of experience working with high-tech, retail, e-commerce, government, and startups. Adam has a strong passion for data science and engineering, and loves helping people become better learners, guiding them to solve challenging problems, encouraging them to build strong minds, and using the right tools to push them beyond their limits.

Tianshu Luan

Data Science Assistant Instructor @WeCloudData

Tianshu is a Data Science Assistant Instructor at WeCloudData. Prior to joining WeCloudData, Tianshu worked as a high school teacher in Mathematics in various public and private schools in Ontario. Through his teaching career, he is extremely interested in how data collection, data processing, and data analysis can help students in Statistics and help improve the private school system. In his role of Data Science Assistant Instructor, Tianshu is responsible for material and course designing, leading labs, and providing assistance to students. He is very passionate about exploring the possibilities in Python, SQL, and Machine Learning.

Ernesto Ramos

Client Project Manager @ BeamData

Ernesto is a project manager at BeamData, a Toronto based Data Science consulting company. Prior to joining BeamData, Ernesto worked in R&D at a major pharmaceutical company and completed his MSc in Pharmacology at the University of Toronto. At BeamData, he manages projects related to customer segmentation, recommender systems, and natural language processing. Additionally, he is interested in the application of data science in the healthcare and transportation industry. Ernesto is also passionate about teaching data science. Second to managing client projects for BeamData, he plays a role in student development for Data Science courses at WeCloudData where he assists lead instructors in teaching topics such as SQL, Python, Machine Learning and Big Data.

Sonia Chhay

Assistant Instructor & Program Manager @WeCloudData

Sonia is a Data Science Assistant Instructor and Program Manager at WeCloudData. She graduated with a double major from UofT in Statistics and Cognitive Science (Computational Cognition). In her roles, some of the responsibilities she takes part in include leading labs and creating SQL, Python, and Machine Learning materials for students. She also oversees the improvement of students’ learning experience and ensures that their learning journey goes smoothly.

Shaohua Zhang

Chief Instructor (WeCloudData) | Head of Data Science (BeamData) | Startup Advisor and Data Coach

Shaohua is the Co-founder and Chief Instructor at WeCloudData. In the past few years, he has trained hundreds of students and helped many of them launch their data science careers. He is also the CEO and Head of Data Science at Beam Data where he works closely with the industry partners on implementing data science projects. Prior to co-founding the Toronto Institute of Data Science and Technology (WeCloudData), he led the data science team at BlackBerry and helped build the data science practice at Kik. He has also worked with big companies such as TD, Canadian Tire, Sunlife, CIBC, Communitech, and MaRS on upskilling their data teams.

Vinny Nguyen

Senior Data Scientist | Data Science Instructor | Corporate Trainer

Vinny Nguyen is a Senior Data Scientist currently working at Beam Data, a Toronto-based AI consulting company. Coming from a web development background, Vinny transitioned into a Machine Learning Engineer role by working closely with clients on machine learning projects, model deployment, and building data pipelines. Vinny also has a strong passion for teaching. He not only helps WeCloudData deliver ML workshops, corporate training, but also teaches the Data Science course where he teaches students to build data portfolios through hands-on projects.

Shan Gao

Data Science Project Manager | Data Science Instructor | Corporate Trainer

Shan is currently working as a project manager at Beam Data, a Toronto based data science consulting company. She is leading a team helping with building and deploying machine learning models for clients to enhance their business growth. She earned her Ph.D. degree in engineering. With years of experience in teaching and project management for diverse industry projects, she now puts her great passion into teaching Data Science courses for WeCloudData students through hands-on projects, as well as helping with building their data portfolios.

Rhys Williams

AI Engineer @BeamData | AI Instructor @WeCloudData

Rhys Williams is the lead AI engineer at BeamData. He is an AI and Robotics lover. He’s been teaching the Python for Data Science courses with WeCloudData and currently is in charge of the Deep Learning Capstone project course. He loves robotics, raspberry pi, deep learning, and has developed his AI robot Mr-B. Check out Mr-B’s videos on his Instagram: https://www.instagram.com/rhysdgw/

CURRICULUM

Be ready for the new economy

WeCloudData Bootcamps are designed to be project-based. We not only cover essential theories, but also teach how to apply tools and platforms that are in high demand today. Our program curriculum is also highly adaptive to the latest market trends.

Module 1

Data Science with SQL

This module introduces learners to SQL, one of the essential data analytics skills. Students will learn to write SQL queries to extract, transform, aggregate, pivot, and join data. Students also learn to apply Tableau and SQL for visual storytelling under various contexts.

LEARNING OUTCOMES

Apply advanced SQL functions to analyze financial market time series data
Analyze the latest trends in Web3 and OpenAI ChatGPT using SQL
Design visual storytelling on retail data with Tableau and SQL
Data preparation for machine learning with SQL

Key Skill:

Database (RDBMS), SQL, Data Extraction, Data Transformation, Data Aggregation, Analytic Functions, SQL Performance Tuning, Data Exploration, Data Preparation

Tools:

MySQL

Datagrip

Tableau

Database

OpenAI

Twitter

Tools:

Python

Jupyter

Numpy

Pandas

Plotly

Streamlit

OpenAI

Module 2

Data Science with Python

This module teaches students some of the most practical data science and analytics skills using Python. Students will start with python programming basics and move towards advanced topics such as DataFrame, visualization, web scraping, database integration, and building interactive apps using Streamlit. The module focuses on building things that are fun and practical for businesses.

LEARNING OUTCOMES

Master the fundamental python programming skills
Analyze and manipulate structured and unstructured data using Pandas DataFrame
Collect data from the web using scraping techniques
Work with web and data APIs such as OpenAI ChatGPT and Twitter
Database integration via SQLAlchmey and Psycopg2
Visualize data and discovery patterns using Pandas, Matplotlib, and Plotly/Seaborn
Build interactive visual applications with Streamlit

Key Skill:

Python, Data Structure, Functions & Modules, Pandas DataFrame, Exploratory Data Analysis, Web Scraping, HTML Basics, BeautifulSoup, Selenium, Data APIs, Database Integration, Python Packaging

Module 3

Applied Machine Learning

The Machine Learning unit introduces students to machine learning, including the concepts, algorithms, and techniques used to train and deploy machine learning models. Students will learn about supervised and unsupervised learning and popular algorithms such as linear regression and decision trees.

LEARNING OUTCOMES

Apply popular machine learning algorithms to solve real-world problems
Understand the fundamental concepts of machine learning, including supervised and unsupervised learning
Evaluate the performance of a machine learning model and use techniques such as cross-validation to improve it

Key Skill:

Math (Statistic, Linear Algebra), EDA (Exploratory Data Analysis), Feature Preparation , Feature Selection, Feature Engineering, Regression Analysis, Classification, Ensemble Trees (GBM, XGBoost, Random Forest), Model Validation, Hyperparameter Tuning, Clustering, Deep Neural Networks, Deep Learning, NLP, Text Classification, Sentiment Analysis

Tools:

Python

Pandas

Numpy

SciPy

Sklearn

PyTorch

Streamlit

Tools:

Linux

AWS

EC2

Athena

Redshift

Hadoop

Spark

EMR

Databrick

Quicksight

Module 4

Big Data

The Big Data unit introduces students to big data, including the concepts, technologies, and techniques used to manage and analyze large data sets. Students will learn about the characteristics of big data, such as volume, velocity, variety, and veracity, as well as the challenges and opportunities it presents. They will also learn about popular big data technologies such as Hadoop, Spark, and NoSQL databases and how they can store, process, and analyze big data.

LEARNING OUTCOMES

Understand the fundamental concepts of big data, including its characteristics and challenges
Use popular big data technologies such as Hadoop and Spark to store, process, and analyze big data
Understand the basic concepts of distributed computing and how it is used to process big data
Understand the basic concepts of data visualization and how it can be used to present big data insights

Key Skill:

Big data concepts and characteristics, Big data technologies and their usage, Distributed computing, Data Visualization, Data Analysis and Data Wrangling

Module 5

Business Use Cases & Agile Project Management

This unit introduces students to deep learning, including the concepts, algorithms, and techniques used to train and deploy deep neural networks. In addition, students will learn about the architecture and principles of deep neural networks, such as artificial neural networks, convolutional neural networks, and recurrent neural networks.This unit is designed to introduce students to the field of deep learning, including the concepts, algorithms, and techniques used to train and deploy deep neural networks. Students will learn about the architecture and principles of deep neural networks, such as artificial neural networks, convolutional neural networks, and recurrent neural networks.

LEARNING OUTCOMES

Telecom churn prediction
Recommender system
Supply chain forecasting
Retail customer segmentation
Social sentiment analysis
Bank fraud detection
Bank loan approval
Ads CTR prediction
Insurance claims prediction

Key Skill:

Business Presentation, Use Case Study, Agile Project Management, Scrum , Kanban, Diagraming

Tools:

Notion

Lucid

Kanban

Github

PPT

Agile

Tools:

ChatGPT

Leetcode

Hackerrank

Module 6

Career Preparation

Before entering the 1-1 career mentoring, students will learn about the Data Science job market and build job search skills. Career coaches will teach graduates how to structure resumes, apply for jobs, and ace the interviews. Students work in groups for peer mock interview practice.

LEARNING OUTCOMES

Key Skill:

Research, Cold Calling, Networking, Presentation, Salary Negotiation

SCHEDULE

Upcoming Start Dates

US (East)

US (West)

Toronto (ET)

Vancouver (PT)

US (East)

US (West)

Toronto (ET)

Vancouver (PT)

Career Services

Career success takes more than just courses

Taking courses alone don’t guarantee career success. WeCloudData’s career mentoring service, community events, and workshops are top-notch! We put in lots of effort outside of the classes to help learners grow their knowledge, confidence, job skills as well as network.

1-on-1 Mentorship

Available in all bootcamp programs, the career mentorship service helps close job market knowledge gap and provides the support our learners need to land a job.

Networking & Community

WeCloudOpen is a community built for tech leaners, practitioners who want to share thoughts, tips, and best practices with fellow learners and grow together.

Events & Workshops

Catching up with the latest tech industry trends by attending WeCloudOpen Workshops and community events. Learn practical tools and always stay relevant.

OUR ALUMNI ARE WORKING AT

OPEN RESOURCES

Start Learning With WeCloudOpen

WeCloudOpen is here to help you unlock your full potential in tech, with our free courses and workshop. Learn the fundamentals of coding and data, and become a proficient tech professional in no time!

WeCloudOpen Course

Our comprehensive courses on Python and SQL are the perfect way to start your journey into the world of tech. WeCloudOpen ensures you learn the basics without any hassles

WeCloudOpen Workshop

Our free workshops offer topics like Business Intelligence, Data Science, Data Engineering, DevOps, Machine Learning – allowing you to get a head start in tech career

student success

What our graduates are saying

Pooja Sureja (2022 Alumni)

“Best Bootcamp!!”

I started my journey as a Mechanical Engineer. Making a career transition was hard decision to make. All the teachers and professors have played an important role shaping my professional career. Their care for the students’ well being and their ability to cater to all learning styles was one of the keys to my success. I would definitely recommend this program for all the career switchers. Awesome career service provider. Mentors are well educated and help a lot in resume building, interview preparation.

 5/5

Han Liu (2021 Alumni)

Overall ⭐⭐⭐⭐⭐
Curriculum ⭐⭐⭐⭐⭐
Job Support ⭐⭐⭐⭐⭐

“Best Bootcamp!!”

The staff at WCD are very professional and supportive. Especially Tianshu and Ernesto, they are very quick response and willing to help me with questions even in late night! Based on my experience, real client projects are the most valuable experience for beginner like me to land job in DS position!

 5/5

Shima Sadat (2022 Alumni)

Overall ⭐⭐⭐⭐⭐
Curriculum ⭐⭐⭐⭐⭐
Job Support ⭐⭐⭐⭐⭐

“Data Science Program”

A great program! The course content was amazing, well-designed and organized from pre-work courses to milestone assignments and real-life projects. Finally, I could find my favorite job I was looking for. I would recommend this program to everyone at any level.

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FAQ

Frequently asked questions about the bootcamp

What makes WeCloudData different/better?

WeCloudData provides an end-to-end solution for career switchers. With WeCloudData, students expect to follow a well-structured curriculum, get on-demand and classroom-based support when they need it, work on real-world problem solving, and get 1<>1 career mentorship from real experts.

Do you offer projects/hands-on training?

Yes, the nature of our training is hands-on. Students work on end-to-end projects and business use cases to build an amazing portfolio!

What if I miss a few sessions?

All online lectures are recorded so the students can watch them in case he/she misses a few lessons. You can also book on-demand TA sessions with our TAs to help you catch up on the material.

Do you offer real-industry projects?

Yes, WeCloudData programs offer real-industry projects. These projects help student practice what they’ve learned in the program and put everything together. It helps students connect all the dots, improve their skills, gain real-life experience, and fill the experience gap during job search.

Do you offer financial support?

We offer the following financial aids in US and Canada: scholarship, loan, and payment plans. Government grant such as BJO is also available in Canada.

What's the difference between your full-time immersive and part-time data science programs?

Our full-time immersive bootcamp offers 14 weeks of training along with real-client projects and 6 months of career mentoring. The part-time program is more suitable for students who have a daytime job and want the flexibility. The program is less intense and therefore takes 6 months to complete. The curriculums and career support are the same. The part-time bootcamp doesn’t come with real client projects, which can be purchased as a separate package.

WeCloudData is the leading data science and AI academy. Our blended learning courses have helped thousands of learners and many enterprises make successful leaps in their data journeys.

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Explore our Program Package to find:

About the Program

WeCloudData is the perfect place to grow your career

Ranked #1 Data Training Program

A path more than just courses

BOOTCAMP

Learn cutting-edge skills from expert instructors

PROJECT

career

REAL HANDS-ON PROJECTS

Gain Hands-on Experience with Real-client Projects

Portfolio Project

Build real project experience to differentiate

LEARNING EXPERIENCE

Drive Success with Interactive Learning Experience

FACULTY TEAM

Learn from the best instructors & TA

CURRICULUM

Be ready for the new economy

Key Skill:

Tools:

Tools:

Key Skill:

Key Skill:

Tools:

Tools:

Key Skill:

Key Skill:

Tools:

Tools:

Key Skill:

SCHEDULE

Upcoming Start Dates

Career Services

Career success takes more than just courses

1-on-1 Mentorship

Networking & Community

Events & Workshops

Start Learning With WeCloudOpen

WeCloudOpen Course

WeCloudOpen Workshop

student success

What our graduates are saying

Let WeCloud Accelerate Your Career in Tech

Start your application

Start learning with WeCloud Open

FAQ

Sign up for newsletter

Programs

Corporate Services

Resources

Company

Let’s Connect!

View our Data Science Bootcamp course package

Data Science Bootcamp

Bootcamp Application

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