Data science represents one of the fastest growing and highest paying fields in the tech industry, and for good reason. Every year, the demand for skilled professionals who can make sense of data and extract insights grows, which isn’t slowing down anytime soon.
Employment of computer and information researchers is expected to grow 22% between 2020 and 2030, much faster than the average for all occupations, according to figures from the US Bureau of Labor Statistics.
It’s a rewarding profession in many ways, not just for its high pay, but it can be overwhelming to know how to get started, especially given the large number of courses and boot camps that aim to equip new entrants with all the skills they need. need to flourish.
To give you an idea, we’ve selected a handful of data science boot camps in the US and UK to give you an idea of what to expect, with each entry based on their community reviews, their flexibility or their Content.
Springboard training on data science
Course link: Sprintboard Data Science Bootcamp
This boot camp offers career support and a job guarantee within six months of graduation, or your money back.
Costing $9,900, this online course offers students the opportunity to learn to program in Python, follow coding best practices, and start using an ecosystem of powerful Python-based tools. There is also a topic on data management, working with different file formats, from plain text to CSV to JSON.
Students will also master the basics of inferential statistics and parameter estimation, use hypothesis testing to determine if a phenomenon is statistically significant, and learn how correlation and regression can help identify useful features.
Part of the course teaches machine learning, using scikit-learn to implement supervised and unsupervised algorithms, as well as the best ML techniques: linear and logistic regression, naive Bayes classifiers, support vector machines, decision trees and clustering.
Students can also learn to be a good citizen of the codebase, with an emphasis on writing better code, testing and debugging, and using production systems.
Price: $16,900 – with a $500 deposit
Course link: Flatiron School
This organization offers boot camps that take place online, in Colorado Springs, Denver, and New York. There are four phases in the course and a final data science project. The duration of the courses varies from 15 to 40 weeks.
The lesson teaches basic Python programming, how to use Jupyter Notebooks, and also learns about popular Python libraries used in data science. Students will also learn about data structures, relational databases, ways to retrieve data, and SQL fundamentals for querying data in structured databases.
The second phase allows students to learn the fundamentals of probability theory, such as combinations and permutations, as well as statistical distributions and creating samples.
In the final project, students work individually to create a large-scale data science and machine learning project. This final project provides an in-depth opportunity for students to demonstrate their learning achievements and get a sense of what working on a large-scale data science project is really like.
A particular highlight of the course is 180 days of 1:1 support with a dedicated career coach, which is intended to help students personalize their job search, ask interview questions, and build a personal brand.
Course link: Data Science Course WeCloudData
This course offers full-time and part-time data science courses in Toronto, Canada and is also available online. The course offers either a full-time 12-week immersive Data Science Bootcamp or part-time courses in Data Analytics, Machine Learning, Python for Data Science, and more.
The full-time course teaches the most essential skills required to land a job and gives students the opportunity to build their portfolio of projects. It includes three and a half months of immersive learning, an additional three months of portfolio building support, as well as six months of post-graduation employment support.
The part-time course includes six months of part-time learning, plus six months of employment support after graduation. This course costs $8,000 (USD).
In both boot camps, students learn to apply SQL and Python to solve data problems. By the end of the boot camp, students will become an intermediate level SQL and Python coder.
Data Science Boot Camps in the UK
University of Northumbria, Newcastle
Price: Free / $1,200 – depending on circumstances
Course link: Northumbria University Skills Bootcamp
This Skills Bootcamp teaches techniques for working with data to create insights that can support strategic business decisions. Course delegates will learn how to gather data from different sources – both internal and external – and perform analyzes that provide essential insights to improve performance.
This 16-week online course is primarily aimed at employers looking to upskill their existing workforce, as well as independent learners looking to improve their skills and earning potential.
It offers pre-recorded sessions that you can access when it’s convenient for you, as well as pre-arranged live sessions and offline support.
Delivered as part of the Institute of Coding, the government’s initiative to embed digital skills in UK businesses, the courses are funded by the Department of Education. They are therefore free for anyone who has been unemployed for the past 12 months, and £1,200/employee for businesses (a 70% reduction).
Award: Funded by UK Apprenticeship Levy
Course link: Cambridge Spark
This company runs a 14-month data science boot camp that examines data science and AI.
Students are supported by a data mentor, personal coach and Cambridge Spark faculty to learn cutting-edge skills and apply them in the workplace. For employees in England, the program is funded by the Apprenticeship tax in the UK.
Students can learn to identify and design data-driven AI solutions to seize business opportunities, automate and optimize business processes through data science, and gain the confidence to deliver the kind of technical authority and information that matches their business objectives.
The core curriculum provides learners with everything they need in a data science role and to meet all the requirements set out in the level 7 data science learning framework.
There are also elective specialist paths that offer learners the opportunity to stretch and specialize in new technical areas, such as software engineering practices for data scientists, software testing for data science data and machine learning in production, to name a few.
Data Science Bootcamp, London
Price: £10,500 / £833 over 12 months
Course link: Data science training
Students begin this course by developing critical skills in data analysis, business intelligence, and visualization. There is also time spent working with relational database management software (MySQL) to model, structure and manipulate the data for analysis.
A following unit helps develop basic programming skills and leverage data science tools to perform complex data analysis. There are also lessons on how to collect data from the web, complete data processing, and use code to perform analysis, create visualizations, and present information to key stakeholders.
There is also an opportunity to learn about machine learning techniques and explore a variety of techniques and algorithms used within this subset of data science. This includes study of a variety of industry tools used to create machine learning models and an opportunity to gain hands-on experience applying machine learning concepts.
The course is delivered in several locations around the world, including one in Shoreditch in central London.
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