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Provided by Code Labs Academy shield-tick icon Remote Friendly globe icon

Data Science Bootcamp

Boost your career with an entry level understanding of what big data is and how to manipulate it to make decisions more accurately, predict future trends and present proof of concept.

Remember it's important you research your options before selecting a course. Late payments may result in fees and could negatively impact your credit file.

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What will you

Learn?

Here's what Code Labs Academy say about their course...

Classical Machine Learning

Train, evaluate and tune parameters to enhance a ML model from scratch and understand multiple ML algorithms

Data Visualization

The term "data visualization" refers to any practice of creating visual representations of data.

Neural Networks

Understand neural network architecture (neurons, layers, stacks) and parameters to unlock Deep Learning's secrets (activations, losses, optimisers)

Introduction to Flask

It is common practice to use the Flask framework in Python when creating web applications.

Probability for Machine Learning

Learn how to calculate absolute, conditional, and total probabilities in Python and Numpy's random number libraries.

Statistics

Examine probability, central tendency, and charts and graphs and it  is the basic for ML and ADA.

What do I get?

  • Preparatory phase: SQL, Python, Jupyter Notebook, git and GitHub, Linear Algebra, Probabilities and Statistics Data Analytics: Data Analysis, Data Preparation, Data visualisation, Data Exploration Classic Machine Learning: Machine Learning, Supervised and Unsupervised learning, ML model enhancement, Naive Bayes, SVM, Random Forests, ML pipelines, classification Deep Learning: Neural Networks (implementation, troubleshooting & optimisation), CNN architectures, Auto-encoder architecture, Data augmentation, Tensorflow, Keras, Scikit-Learn Natural Language Processing: text coding for NLP, recurrent neural networks RNN, LSTM, Attention mechanisms, transformer model, chatbot building Deployment: Flask, Cloud AWS (build, deploy, monitor & update)

What do I need?

  • This is a beginners course, so we will give you all the knowledge you need! All you need to bring is your attention, a laptop and an internet connection.

Knoma’s Take

If flexibility matters to you, you could consider Code Labs Academy. They allow their learners to learn on their own schedule without sacrificing a personal touch. They say their students will have access to one-to-one career coaching which is designed to help them achieve their career goals.

Tom Meehan

CTO Knoma

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The support of Knoma allowed me to focus on my course of study without having to worry about an initial financial burden. Thanks to Knoma, I have been able to retrain as a Software Developer and look forward to an exciting new career.quote-end icon

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David

CAREER CHANGER | 2020 - 2021

Now

Software Developer

Previously

Chef

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What does the course cost?

Repayment period (months)

Learn for 12 payments of

£100

/ month

Pay 0% interest

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