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Study

Data Science.

The world’s most valuable resource is no longer oil - it’s data. Which makes Data Science the  world’s most marketable skill. In fact, according to the Business-Higher Education Forum and PwC, 70% of US business leaders have a preference for job applicants with data skills on their resumes. 

6 weeks. Secured internship. Global impact.

We know that students need more than just academic knowledge. You require practical skills and real-world business experience that builds a stand-out resume. This is the perfect opportunity for you to gain valuable industry-relevant skills and internship experience in Data Science while traveling to Cape Town, South Africa, one of the most beautiful destinations in the world.

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Weeks 1 - 2.

The first two weeks of the program are dedicated entirely to class contact time, allowing you to fully immerse yourself in the course material and build a strong foundation for the hands-on experiences that follow.

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Weeks 3 - 6.

The next four weeks of the program are a dynamic blend of internship and class time, giving you the opportunity to apply what you've learned in real-world settings while continuing to enhance your knowledge through ongoing coursework.

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Bootcamp skills class.

45+ hours of live taught classes and homework.

Your classes are capped at 40 students to maximize individual attention.

This sets each student up for success in your 4-week internship.

Please note:  The Data Science course has a prerequisite of one semester of Computer Science or Statistics (or similar) at university level. Please chat to your iX Career Advisor if you do not meet this requirement.

What you will learn.

In our Data Science program, you'll gain practical experience with industry-led projects and master essential data science skills. You'll learn to code in Python, navigate the data science pipeline, visualize data effectively, and apply both supervised and unsupervised machine learning techniques. By delving into advanced concepts like neural networks and time series models, you'll be well-prepared to tackle complex data challenges and advance your career in data science.

Note: These learning outcomes are subject to change.*

Implement machine learning models.

  • Supervised vs. Unsupervised Learning: Distinguish between different machine learning approaches.

  • Regression and Classification: Build models using algorithms like linear regression and logistic regression.

  • Clustering and PCA: Apply clustering techniques and principal component analysis for data reduction.

Advance to complex algorithms.

  • Decision Trees and Ensembles: Understand and implement decision trees, random forests, and gradient boosting.

  • Support Vector Machines: Utilize SVMs for complex classification tasks.

  • Neural Networks: Get introduced to neural networks using Keras for deep learning applications.

Specialize in niche data science fields.

  • Natural Language Processing (NLP): Process and analyze textual data for insights.

  • Time Series Analysis: Work with time-dependent data and forecasting models.

  • Ethical Data Use: Understand the importance of ethics in data science and responsible data handling.

Communicate insights effectively.

  • Data Storytelling: Craft narratives that make your data insights accessible to stakeholders.

  • Presentation Skills: Learn to present complex data in a clear and compelling manner.

  • Tailored Communication: Adapt your message for technical and non-technical audiences.

Understand the data science profession.

  • Role Clarity: Learn what data scientists do and the impact they have across industries.

  • Essential Skills: Identify and develop the key skills required for a successful data science career.

Master data handling with Python.

  • Data Importation: Import data from various sources using Pandas.

  • Data Structures: Understand and manipulate different data types in Python.

  • Data Cleaning: Handle missing values, anomalies, and prepare data for analysis.

Perform exploratory data analysis (EDA).

  • Statistical Summaries: Compute and interpret basic summary statistics.

  • Data Subsetting: Select and manipulate subsets of data for targeted analysis.

  • Pattern Recognition: Identify trends, outliers, and insights within datasets.

Excel in data visualization.

  • Visualization Principles: Learn what makes an effective data visualization.

  • Plot Selection: Choose the right plot types for your data.

  • Visualization Tools: Create compelling visuals using Seaborn and Plotly in Python.

Student success stories.

Watch  firsthand how iXperience has transformed the lives and careers of students from around the globe. These inspiring stories showcase the power of real-world experience and practical learning.

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Top industry experts.

At iX, as a student, you have direct access to industry experts that teach, guide, and mentor you through your bootcamp and internship experience abroad or online.

Sam Benaim

UNC-Chapel Hill

Itashem Khan

Yale University

Tally Szakel

Vanderbilt University

Roman Sarlo

Vanderbilt University

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Your summer internship.

You get a guaranteed internship placement for the summer at one of our global partner companies.

115+ hours of internship work to add to your resume.

You’ll work closely with your manager, teaching team and other students to complete the deliverables for your project.

Your internship is balanced with hands-on work experience supported by additional class sessions to cover advanced material.

Our past internship partners.

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Susdee.

Susdee helps people find purpose-driven careers by enhancing corporate transparency in sustainability. Their platform offers job resources and sustainability assessments, using NLP algorithms to generate SI scores across five categories. Companies like Adobe actively use Susdee's values-based metrics.

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Axai Tech.

Axaitech is building the next generation of liquid biopsy multi-cancer early-detection tests using uniquely African datasets for enhanced precision and reduced clinical bias. Axaitech was founded as Africa's answer to the global liquid biopsy movement in cancer diagnosis and treatment.

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Neurabuild.

Neurabuild collaborates with organizations to develop nature-inspired technology, focusing on space domain awareness and neuromorphic systems. Working with top researchers, they transform innovative research into impactful products through commercial-grade software, hardware, and expert design and engineering.

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DataProphet.

DataProphet, a global AI-as-a-Service company, helps manufacturers optimize production KPIs using existing plant data. Specializing in complex manufacturing, their AI solutions analyze real-time data to identify inefficiencies and faulty machinery, improving key industrial processes worldwide.

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Internship takeaways.

As part of your experience at iX, you'll work on a real-world project with a group of other students, guided by your expert teacher and TAs.

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From campus to career.

"It's amazing how you can come in knowing almost nothing about a certain skill, and walk out 6 weeks later knowing so much more. I had a great experience, not only academically but also met amazing people - almost exactly what I expected and more."

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Oliver Gross

University of Pennsylvania 22'

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iXperience

Data Science

2019 - 2019

Tel Aviv, Israel

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iX Internship

BD

2019 - 2019

Caesarea, Israel

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Investment Banker

Morgan Stanley

2021 - Present

New York, USA

"iXperience is an amazing opportunity to meet new people, enjoy life in a new area of the world, learn and develop new skills, and try your hand in an industry you didn't think you would have the chance to work in."

Testimonial Person

Grace Petrosini

University of Virginia 19'

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iXperience

Data Science

2019 - 2019

Lisbon, Portugal

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iX Internship

Dixtior

2019 -2019

Lisbon, Portugal

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Senior Associate

PwC

2023 - Present

New York, USA

"iX is a world of opportunity. I couldn't imagine there is a better summer program out there in terms of how much you will learn and what there is to do around you. I will be remembering my days in Cape Town for a long time to come."

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Mark Steinbrick

Harvard University 17'

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iXperience

Data Science

2015 - 2015

Cape Town, South Africa

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iX Internship

Urbian

2015 - 2015

Cape Town, South Africa

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Data Engineer

Airbnb

2019 - Present

San Francisco, California, USA

"All of my classmates at iX chose to do Data Science because we know that we live in an increasingly data-driven world. Learning the data science toolkit has meant that I can say I’m a couple of steps further along on my path. If not, I’ve gained a family of amazing iX people to help me find meaning."

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Yash Tekriwal

University of Virginia 20'

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iXperience

Data Science

2016 - 2016

Cape Town, South Africa

iX Internship

DataProphet

2016 - 2016

Cape Town, South Africa

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Founder

Stealth Startup

2023 - Present

Remote

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Overview of the 2025 Data Science program:

Abroad regular 2 deadline:

February 19, 2025

Online deadline:

Rolling admissions

Explore tuition & financial aid

Cape Town.

Session 1

May 18 - June 28

Applications open

Have a question?
Speak with a Student Advisor.

Our advisors are available to answer your questions and assist.

Learn from the best.

At iX, as a student, you have direct access to industry experts that teach, guide, and mentor you through your bootcamp and internship experience abroad. Here are some previous Teaching Team members in the course.

"I am a Data Scientist with experience in both academic and commercial settings. I honed my skills in research, data analysis, scientific computing, writing, and presentation during my time as an experimental physicist. These skills provide a solid foundation for branching out into other fields as a Data Scientist."

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Lauren Reeves

Entrepreneur I Tech Strategy I ex-McKinsey consultant

"I'm a highly skilled senior director with extensive experience in management consulting across various regions, including Portugal, Spain, Angola, South Africa, São Tomé e Príncipe, and East Timor. I'm proficient in enterprise model design, change management, and teaching through ongoing collaborations."

Testimonial Person

Nuno Pedro

Consultant | Senior Project Manager | Professor | Entrepreneur

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Learn from the best.

At iX, as a student, you have direct access to industry experts that teach, guide, and mentor you through your bootcamp and internship experience abroad. Here are some previous Teaching Team members in the course.

"As a Data Scientist and educator in Cape Town, I bring a wealth of experience from my Ph.D. in Ecology and Evolutionary Biology. With 15 years in academia and research, my transition to data science consultancy is fueled by a passion for sharing knowledge and exploring the vast world of data."

Testimonial Person

Dr Taryn Morris

Data Science Team Lead at Luno

"As Chief Data Scientist at Differential Capital, I harness the power of machine learning and AI to elevate investment strategies. My journey from academia, with a Ph.D. in Mathematics, fuels my passion for shaping macroeconomic modeling, forecasting, trading, risk management, and portfolio optimization, driving innovation at the intersection of theory and practice."

Testimonial Person

Dr Miguel Lacerda

Chief Data Scientist at Differential Capital

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