Share This Course
The Data Science & Artificial Intelligence (AI) Course is designed for IT and non-IT professionals who are interested in transitioning their careers into data science, analytics, machine learning and artificial intelligence. The program includes practical training, industry certification and job placement support to help professionals secure a job as a Data Analyst or Data Scientist.
The data science & AI course is delivered in a 24-week part-time or 12-week full-time format and is designed for career-driven professionals to transition into the big data and AI industry.
Our program includes pre-work, intensive practical training, industry certification and a job outcomes program in collaboration with university partners. The course content has been tailored to give you the skills that are demanded by businesses in today’s rapidly evolving job market.
Remote learning is available for this data science & AI course. The interactive remote format enabled by video conferencing technology is a rich and connected experience featuring virtual break-out rooms, shared screens, digital whiteboards, peer-to-peer collaboration and instructor support.
Learn how to create predictive models by learning to wrangle, analyze, visualize, predict and find insight into data alongside the best data science trainers.
The Data Science & AI Program is a structured training program designed to help you develop the practical skills you will need as a data analyst or data scientist. After completing your Data Science & AI Program, you will receive the recognition as a Certified Data Science and Artificial Intelligence Professional (CDSAIP)™️ from the Institute of Data®.
Hundreds of professionals choose the Institute of Data every year to prepare them for their future careers after careful consideration of their desired career progression and to attain maximum return on investment for their education. Leading the future of the profession, the Institute of Data offers a collaborative and successful program, driven to ensure you have the best start to your career.
Practical data science training is an essential requirement to practice as a Data Scientist or Data Analyst. Learn from industry experts on how to apply machine learning and AI techniques for businesses and government organizations, including business consulting and simulating commercial projects.
Meet great people and become a member of the Institute
Beyond a healthy discipline of practical education and learning, students meet great friends in your virtual or real classroom and become a member of the Institute of Data. Many students continue to keep in touch with their fellow students and the community becomes a strong network as students enter the industry.
“I wanted to be able to maintain my full-time job while building on my skills. The part time nature and career assistance at the end of the program are the main things that appealed to me.”
Download Course Outline
Ready to Enroll?
Click to view upcoming part time data science & AI program course dates.
Course Introduction and Overview
Programming Fundamentals for Data Science
Maths & Statistics Fundamentals for Data Science
Data Science Practice (ongoing)
Data Cleaning and Quality Assessment
Data Visualisation
Statistical Testing
Succeeding as a Data Scientist in Industry
Mini Project 1 – Data Science Practice
Critical Thinking Training
Relational and Non-Relational Databases
SQL
Application Programming Interfaces (APIs)
Data Science Practice (ongoing)
Introduction to Machine Learning
Feature Modelling
Evaluating Regression Models
Overfitting and Regularisation
Questioning Technique Training
Logistic Regression
Evaluating Classification Models
Support Vector Machines
Bayesian Inference
Data Science Practice (ongoing)
K-means Clustering
Principal Components Analysis
Research and Documentation Training
Mini Project 2 – Data Science Practice
Decision Trees
Random Forests
Bias and Variance
Bagging
Boosting
Stacking
Data Science Practice (ongoing)
Web Scraping
Text Pre-processing
Sentiment Analysis
Text Classification
Presentation Skills Training
Data Science Practice (ongoing)
Introduction to Artificial Intelligence
Reinforcement Learning
Deep Feedforward Neural Networks
Recurrent Neural Networks
Convolutional Neural Networks
Mini Project 3 – Data Science Practice
Introduction to Cloud Computing
Deployment of Machine Learning Models
Cluster Computing
Streaming Data
Storytelling Training
Capstone Project
Additional Topics: Determined by Students and Lead Trainer
Job Outcomes Program
Consultation and Presentation Training
Data Science Practice
Capstone Project
How to choose the right AI short course
An AI short course opens up new professional possibilities in the rapidly evolving job market. Tailored for busy individuals eager to transition or advance in a tech-driven career, this program offers practical, industry-aligned skills without a long-term commitment.
Step #1: Determine what you need from an AI short course.
The first step in choosing the right AI short course is to consider how AI skills align with your career aspirations.
If your aim is to acquire foundational knowledge, courses that cover the basics of AI are ideal. However, if you’re interested in more specialized skills, it might be beneficial to focus on options that dig deep into machine learning or data analytics.
At the Institute of Data, our practical skills training is designed for both IT and non-IT professionals. This approach helps a broad range of people looking to transition or advance their careers in fields such as data science, analytics, machine learning and artificial intelligence.
Step #2: Assess how the course can prepare you for the job market.
Look for an AI program that includes projects and case studies reflecting real-world applications. These projects encourage practical learning and allow you to apply theoretical knowledge to tangible scenarios, bridging the gap between study and practice.
The data science & AI course from the Institute of Data, for instance, features mini projects and a final capstone project, providing invaluable practical experience. This type of learning is essential, as it equips you with the confidence and capability to execute AI principles in a professional setting.
What’s more, you can be aligned with industry standards that furnish you with techniques and tools directly applicable to today’s job market.
Step #3: Consider the flexibility and support provided to balance learning with your schedule.
Whether you are juggling work, family commitments or both, it can be challenging to find time for additional education. AI short courses that offer both part-time and long-term education options provide the adaptability needed to fit learning into your already busy schedule. This flexibility ensures that continuing education becomes a feasible and less stressful endeavor.
As such, the Institute of Data’s AI short course offers you this crucial flexibility. Within this interactive program format, you can take advantage of various scheduling options that cater to different time commitments. With video conferencing technology, students at the Institute of Data can learn from expert instructors and peers in real time.
On top of this, whether it’s our AI short course, our cybersecurity course or other learning programs, we provide a personalized support system through our dedicated support staff. This includes not only career coaching but a collaborative learning environment as well.
Step #4: Evaluate the credibility and industry recognition of the certification.
Ensure that the online course certification from an AI short course is credible and recognized by employers. An AI certification program in partnership with respected universities or tech companies—like the programs here at the Institute of Data—often carries more weight in the job market since it’s up-to-date with industry standards and practices.
Step #5: Compare costs and assess the potential career benefits of the AI short course.
How an AI short course can influence job opportunities, enhance salary potential and promote skill advancement should guide your decision. Ultimately, understanding the course’s impact on your career aspirations will help you determine its value and relevance to your goals. At the Institute of Data, you can schedule a career consultation for more information.
What’s more, we also offer flexible payment plans to make the cost more manageable, so more learners can access the education they need without feeling financially strained.
Frequently Asked Questions (FAQ)
What are the prerequisites for enrolling in an AI short course?
Most AI short courses are designed to be accessible, with minimal prerequisites. At the Institute of Data, our data science and AI program requires only a few entry conditions. First, prospective students must have completed a bachelor’s degree in any field.
In addition, any previous qualification must have been completed in English. Lastly, enrollees must complete the virtual pre-work provided during enrollment.
Who should consider taking an AI short course?
An AI short course is ideal for various individuals with different motivations for learning. Professionals looking to enhance their existing skill set generally find an online short course suitable for gaining relevant expertise to stay competitive in their fields. Individuals also considering a career switch, particularly to industries involving AI, will benefit from the foundational skills and insights provided.
Moreover, our AI short course at the Institute of Data is a valuable opportunity for anyone intrigued by AI principles but not ready to commit to a lengthy degree program.
How can I determine if an AI short course is the right fit for me?
Evaluating your needs is the first step in deciding if an AI short course is suitable for you. Consider your learning goals: whether you want to gain practical skills, need flexibility in learning or seek a certification recognized by the industry.
Next, reflect on your current availability to study alongside existing commitments and assess how the course can fit into your schedule. Finally, analyze your career objectives to determine if the course content aligns with your aspirations and will help you transition or elevate your career.
Adapt and thrive by empowering your career through our programs.
As the demand for data-driven decision-making soars, acquiring AI expertise is essential for staying relevant and competitive. Our AI short courses offer agile, industry-focused training, ideal for professionals aiming to enhance their skill set. However, for those looking into similar tech fields, we also offer Cybersecurity, UI/UX Design and Software Engineering course options.
Download a course outline to get started today!
Download Course Outline
Discuss with a Career Consultant
You can schedule a call with an Institute of Data Career Consultant to discuss this course.