Apply to our new Data Science & AI and Cybersecurity Part-time cohorts
Transformative Data Science & AI Bootcamp for Career Growth
Embark on a 500-hour program igniting your Data Science & AI career.
Experience a career-altering journey with our comprehensive Data Science & AI Bootcamp. This intensive 500-hour program, including preparatory units to ensure a positive kickoff, is meticulously designed to propel your career in Data Science & AI forward. Master essential skills and gain invaluable expertise to thrive in the Data Science & AI landscape. Elevate your career prospects and dive into the dynamic world of Data Science & AI with our immersive program.
What you’ll Learn
Coaching you through an especially curated curriculum designed to take you from ‘just curious’ to ‘fully certified’ in data science in as few as 12 weeks (full time).
Foundation
SQL, Python, Jupyter Notebook, Git and GitHub, Linear Algebra, Probabilities and Statistics.
Data Analytics
Data Analysis, Data Preparation, Data Visualization and Data Exploration.
Classic Machine Learning
Machine Learning, Supervised and Unsupervised learning, ML model enhancement, Naive Bayes, SVM, Random Forests, ML Pipelines and Classification.
Deep Learning
Neural Networks (implementation, troubleshooting & optimisation), CNN Architectures, Autoencoder Architecture, Data Augmentation, Tensorflow, Keras and Scikit-Learn.
Natural Language Processing
Text coding for NLP, Recurrent Neural Networks (RNN), LSTM, Attention Mechanisms, Transformer Model and chatbot building.
Need more details?
Download our Syllabus
Chapter 0: Pre-Work
Data science has been one of the most prestigious careers in recent years. It involves handling data, cleaning it, evaluating it, and developing machine learning models to predict outcomes of events. In this chapter, we will cover the foundations of data science to get you ready to begin your learning journey.
Introduction to Python
- Python Language And History
- The Basics Of Python
- Fundamental Data Structures In Python
- Classes And Objects
- Modules And Packages
- Input/Output
- Errors And Exceptions
Environments
- Python Environments
- Anaconda
- Jupyter Notebooks
SQL and Databases
- SQL Fundamentals
- SQL Queries
Linear Algebra
- Scalars And Vectors
- Matrices
- Norms
Git and GitHub
- Introduction to Version Control
- Workflow
- Inspecting Repositories
- Undoing Changes
- Fetching And Pulling Changes
- Pushing Changes
Project: Curve Fitting
- This project is about solving the 'Curve fitting' problem, which involves finding the best curve equation to fit a given dataset. It will guide you through an example of this problem and is divided into sections, where each section will exercise the use of fundamental concepts such as OOP, SQL, Linear Algebra, and the final Machine learning workflow.
Why Learn With Us?
- Fast paced.
- Small class sizes.
- 1:1 career coaching individually catered to your experience and goals.
- Remote-first learning, from anywhere in the world.
Learning Community
9.9/10
Net Promoter Score*
5/5
Teacher knowledge*
5/5
Industry Relevance*
Discover Tailored Financing Solutions for your Journey
Accessing our bootcamps shouldn't be hindered by finances. We're continuously innovating to streamline payments and funding options for your convenience.
Explore a range of financing choices designed to suit your needs. We're committed to breaking financial barriers, ensuring that nothing stands between you and our transformative bootcamps. Our ongoing efforts aim to simplify payment processes, making it easier for you to fund your educational aspirations.
Unlock the perfect financing solution tailored for you. Explore our diverse options and embark on your learning journey with ease. Don't let financial constraints hold you back from realizing your potential—find your ideal financing option today.
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Upcoming Bootcamps
Open data science course cohort launches we have coming up. Select your preferred date and campus type to learn more.
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