AUT Bootcamps by the Institute of Data logo

Data Science & AI

viaAUT Bootcamps by the Institute of Data
4.67 Rating
Difficulty
Beginner
Cost
N/A
Format
Instructor Led
Delivery
Online
Time Commitment
12 weeks 40 hrs/week

Summary

AUT's Data Science & AI Bootcamp is an intensive online program covering key topics such as statistics, data analysis, and machine learning. The course includes modules on SQL, natural language processing, AI, deep learning, and cloud computing. Delivered in a flexible format, the bootcamp offers hands-on projects and real-world applications to enhance learning and skill development.

  • Before You Learn / Who This Course Is For
    • Designed for aspiring data scientists and AI enthusiasts

    • Suitable for both technical and non-technical backgrounds

    • No specific prerequisites required

  • What to Expect
    • Flexible online learning with hands-on projects

    • Focus on practical applications in data science and AI

    • Covers tools like SQL, NLP, and cloud platforms

  • What You'll Achieve
    • Comprehensive skills in data visualization and AI

    • Proficiency in machine learning and deep learning

    • Enhanced career prospects in data science fields

Certifications covered by this course

No certifications are covered by this course.

Course Reviews

4.67 rating (12 reviews)
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Sam Hopkins

Student 2025

November 07, 2025
IOD- Data Science Course

I had no experience before joining the Data Science and Machine Learning course. I had a lot of trouble understanding the content at the beginning to the point that I was very close to dropping out.With guidance from my teachers and a lot of support I stuck with it and I am so glad I did.I felt as if I have grown so much throughout the course and so thankful that I finished it.

H

Henry Wadsworth

Graduate 2025

September 23, 2025
Exciting, Challenging, Rewarding

I gained real world experience and felt that the topics covered were relevant for me entering the industry. The instructors Sunny and Dhani were willing to go above and beyond to help me complete the course confidently.

B

Bentley Cottle

Graduate 2025

April 30, 2025
A great course for upskilling

I've always been interested in data but had minimal experience.  This course really through me in the deep end with plenty to learn and see what I enjoyed most about data science.  The course didn't just teach coding though.  We had to complete mini projects and a capstone project throughout the course which involved presenting a business case using the skills that we were learning throughout the course.  This was useful experience beyond just data science.The course was up to date and the instructors were very knowledgeable.  It was also easy to get support when I needed it.  The job outcomes program afterwards also provided me with as much support as I needed for my job hunt.Overall, this course has helped me find a new job in a difficult economic climate and set me up well for the future.  I would highly recommend it for anyone wanting to grow their skills in data science.

H

Hogan

Student 2025

March 13, 2025
An Amazing Experience

I must appreciate Great Learning for the great coordination and fantastic interactive learning interface and support provided throughout the program. The team members are of awesome personalities, and this made my studies worthwhile during this period. I had learnt a lot through the very insightful practical sessions, and I can boldly say that I can now be called a Data Scientist. The learning process isn't as easy as one would think, though the tutors have simplified it in such a way that it is easily understood but believe it's worth the while at the end and you'd be glad you took it up.

N

Neha

Student 2024

October 23, 2024
A Comprehensive and Practical Learning Experience

I recently completed the Data Science & AI course at the Institute of Data, and it was a really valuable experience. The course covered everything I needed, from the basics of data science to more advanced areas like machine learning and AI. I liked how practical the course was, with real-world examples and hands-on projects that made it easier to apply what I learned.InstructorsThe instructors were amazing! They really knew their stuff and were always there to help when I had questions. What stood out was how they made even difficult topics easy to understand, and they always made sure everyone in the class was following along.
CurriculumThe curriculum was well-organized, with a good mix of theory and practical work. I especially enjoyed the final capstone project, where I got to apply everything I had learned to solve a real-world problem. It gave me the chance to build something I’m proud of and add it to my portfolio.
Job AssistanceThe career support was fantastic. They helped me with my resume, gave tips for interviews, and provided a lot of resources to help me with my job search. The job assistance really boosted my confidence and made me feel ready to take on new opportunities.

D

Diego Rodriguez

Graduate 2024

October 15, 2024
Practical, Supportive, and Worthwhile

I recently completed a data science and AI bootcamp, and it was a truly rewarding experience, especially since I didn’t have much background in the field beyond some math and statistical concepts (and if you don't have these, you can still take the course). The program was intensive, covering a wide range of topics that provided a solid foundation in data science and machine learning, all while emphasizing practical applications and hands-on learning.
The curriculum struck a great balance between theory and practice. Throughout the bootcamp, I developed skills in Python, SQL, and essential machine learning libraries like pandas and scikit-learn. One of the most valuable aspects was the opportunity to work on real-world projects, including time series forecasting, classification tasks, and diabetes prediction. These projects allowed me to apply what I learned—from data preparation to model evaluation—and significantly deepened my understanding.
The instructors were knowledgeable, approachable, and made even the most complex concepts accessible, despite the program being entirely remote. They provided clear explanations of challenging topics like neural networks and hyperparameter tuning, and they were always available to help when I encountered difficulties. The collaborative environment with my peers also enriched the experience, creating a sense of community and shared growth.
The bootcamp’s career support has been invaluable. It continues for about a year after the program concludes, which is incredibly helpful. They offer resume reviews, LinkedIn profile setup, and insights into the job market. This guidance has helped me present my skills effectively to employers, making me feel well-prepared for the next steps in my career.
Overall, the bootcamp was demanding but ultimately very rewarding. It pushed me to expand my technical skills, apply them to real-world scenarios, and gain confidence in my abilities. While it required dedication, the knowledge and experience I gained made it more than worthwhile—plus, it was flexible enough to manage alongside work and other commitments.
I would highly recommend this bootcamp to anyone looking to break into the field of data science or enhance their existing skills. It offers a thorough, hands-on learning experience with excellent support from instructors and a strong focus on real-world applications.

M

Melanie Singh

Graduate 2024

October 11, 2024
IOD Data Science & AI course

I recently completed this 6 month course - it's a big investment, financially and in terms of time and effort, but I do think you can get a lot out of it. This course is aimed mainly at individuals completely new to data science (which I was), and I found the content somewhat challenging - it's a lot of information to digest in a short time, but I would say it's a good place to get started if you're wanting to move towards a career in data science. My trainers were all approachable and eager to help us during workshops and outside of class, and I think that the projects are a great way to get a portfolio started. I do think that the value you get from this course is proportional to your input and engagement - you could coast through and not learn much if you chose to, but if you're motivated enough, you can learn a lot and maybe make some really useful connections. 

B

Bartholomew Lind

Student 2024

October 11, 2024
Exceptional learning environment - uncapped potential

There are not many opportunities to balance a full time job with gaining skills to forge a brand new career in a highly technical field. The part-time remote course was a good balance of structure, access to expert guidance, and convenience without cutting corners. Training staff and their experience in industry were an invaluable resource for the class to highlight what would be relevant in our careers and context of what we were learning. It also made the content much more interesting.3 instructors in a small class gave me options if I didn't gel with an initial overview, and surveys meant I could provide feedback on the class and I could tell they took this onboard graciously and made adjustments. Learning in the course can be highly tailored to your previous experience and future goals - our cohort had current IT/data professionals, sales, healthcare, and even primary industry. All walked out with impressive marketable data skills that are in-demand. Assesments through practical projects really showcase this, and meant I felt really secure and overall inspired with the new skills I had gained. I was able to start working on outside web-scraping and consulting projects while still in the course.I am usually skeptical of 'career coaching' but the support here is no nonsense, practical, and informed by genuine market conditions. Awesomely  kind people too.An extremely rewarding 6 months of hard mahi in a very exciting discipline.

R

Ryan Larsen

Student 2023

August 27, 2024
A great journey of enhancing my professional career

The IOD Bootcamp is a steep learning curve for learning Python in a short period of time. The skills gained will make you job ready in as little as 3 months. The course is taught by professionals, who will help you with getting through your assignments. A capstone project at the end of the course will showcase all the skills that you have learnt, which will be a great selling point when applying for data related jobs. Overall a very good course to gain the skills required, in a short period of time, with flexible study options.   

F

Felix Lie

Graduate 2024

July 14, 2024
great course

I recently completed the Part-Time Data Science and AI Course. It was intensive and informative, with great resources provided. The course was well-structured with clear learning objectives from the beginning. While it offered a solid foundation, it wasn't an in-depth exploration of data science or AI. However, it did provide the tools and knowledge to apply newly acquired skills to real-life projects. The teaching staff were very helpful, supportive, and knowledgeable in both theory and practice. The pace was quite fast, which is typical for a bootcamp. 

M

Maryna Babushkina

Graduate 2024

July 10, 2024
Great experience overall

I recently completed the Data Science and AI Bootcamp with the Institute of Data, and overall, it was a highly enriching experience. The bootcamp is designed for individuals looking to deepen their understanding of data science and artificial intelligence, and it certainly delivers on that promise.One of the standout aspects of the bootcamp was the quality of the tutors. They were not only highly knowledgeable but also incredibly supportive throughout the program. Their ability to explain complex concepts in a clear and accessible manner was commendable. Whether it was diving into machine learning algorithms or discussing big data frameworks, the tutors consistently demonstrated their expertise and passion for the subject matter.However, it's worth noting that the course is more geared towards participants with an IT background or some prior familiarity with programming and data analysis. For those who are new to the field, the pace and depth of the material might pose a challenge initially. That being said, the tutors and support staff are always willing to help and provide additional resources to ensure everyone can keep up and succeed.The curriculum itself covers a wide range of topics essential to data science and AI, including statistics, Python programming, data visualization, and deep learning. Hands-on projects and case studies were also integral parts of the learning process, allowing us to apply theoretical knowledge to real-world scenarios.Overall, I can confidently recommend the Data Science and AI Bootcamp with the Institute of Data to anyone looking to advance their skills in these rapidly growing fields. Whether you're aiming to enhance your career prospects or simply have a passion for data-driven insights, this bootcamp provides a solid foundation and excellent support to help you achieve your goals. 

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Harsha Moorthiyedath Krishnan

Graduate 2024

July 01, 2024
Empowering Data Journey

I recently completed the 12-week full-time Data Science and AI Bootcamp offered by Institute of Data, and it was nothing short of transformative. Led by the incredible Chaitanya Rao, with support from assistant trainers Isabelle and Sumaya, this intensive course was made remarkably manageable through their exceptional training.The bootcamp excelled in providing a comprehensive education, focusing not only on the technical skills required for a successful career in data science but also on essential soft skills. This well-rounded approach ensured that we were prepared for the multifaceted demands of the industry.Even though I had some background in data, I found the course immensely beneficial. For beginners, the bootcamp is equally valuable, breaking down complex concepts into understandable segments. Throughout the course, we had the opportunity to work on some exciting projects with expert guidance, which was instrumental in cementing our understanding of the material.One of the standout aspects was the individual feedback from the trainers. This personalized attention helped me grow significantly and address specific areas of improvement. The weekly presentations were another highlight, boosting my confidence and honing my presentation skills.Job assistance provided by Komal was incredibly helpful, offering support and resources to navigate the job market effectively. Overall, the bootcamp was an enriching experience that equipped me with the necessary skills and confidence to thrive in the data science field.

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