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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.”
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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 Certification for You
AI certification is becoming an essential credential for those eager to sharpen their skills in a rapidly evolving tech landscape. With numerous certifications flooding the market, how do you choose the right one that aligns with your career goals?
The Institute of Data provides comprehensive courses tailored to the demands of data-driven industries, with flexible learning options to accommodate your busy schedule.
Step #1: Define your career objectives and AI specialization.
Figuring out what you want to achieve in your career is crucial because it sets the foundation for your learning path. If your sights are set on becoming a machine learning engineer, a program like the Data Science & AI Program that dives deep into supervised and unsupervised machine learning would be ideal.
Since the program also has modules on data analysis and data science, it’s also a good stepping stone for professionals who want to transition or progress in careers like data scientists and data analysts.
Step #2: Evaluate the certification’s alignment with industry standards.
Industry-aligned certifications
A reputable AI certification online should be aligned with industry standards to remain relevant and useful. Programs that incorporate insights from reputable tech companies and universities ensure that you acquire skills directly applicable to today’s job market.
At the Institute of Data, for example, students who finish our Data Science & AI Program will become Certified Data Science and Artificial Intelligence Professionals (CDSAIP)™️. The training is delivered in real time by an industry expert lead trainer with years of experience working in the field. They teach each small group of students so they’re able to ask questions and benefit from real-world experience.
Step #3: Review the available support.
Value of career support services
When transitioning into a new role within AI, support services such as career coaching are invaluable. Just like how we provide guidance to students of our Cybersecurity course, we also offer career consultation in jobs related to AI to ensure a smooth transition or progression here at the Institute of Data.
We offer assistance in areas like interview preparation by providing insights into best practices to help you articulate your skills effectively. We also help with resume optimization and salary negotiation to put you in the best position after your training.
If you’re still thinking about taking part in a program and wondering about your potential career prospects, feel free to schedule a career consultation with us.
Step #4: Assess the flexibility and structure of the program.
Program flexibility
Many people looking for skill development are already entrenched in their careers, with obligations that extend beyond their jobs. Programs offering part-time or online learning options cater to these professionals, allowing them the freedom to study when it’s most convenient.
For instance, the Data Science & AI Program at the Institute of Data can be taken as a 12-week full-time AI course or as a 24-week part-time training. This flexibility means you can tailor your learning schedule to suit your lifestyle, so your education doesn’t come at the cost of personal or professional development.
Step #5: Consider the costs and benefits of the certification.
Return on investment considerations
The return on investment (ROI) for AI certifications includes potential career growth and personal satisfaction. Opting for an affordable program is important; however, it should primarily focus on enhancing AI skills and employability.
Fortunately, in today’s digital world, more and more businesses are looking for data science and AI professionals to lead their initiatives. As a result, the demand for qualified professionals exceeds the supply, leading to annual salaries around the six-digit range.
In addition, the Bureau of Labor Statistics expects the demand in the field to grow in the coming years. There are also emerging roles in startups and established companies locally and internationally every day.
Frequently Asked Questions (FAQ)
Do I need programming experience to get AI certified?
Programming experience can be helpful but isn’t required. Some AI certification programs, like our Data Science & Artificial Intelligence program here at the Institute of Data, are designed for IT and non-IT professionals wishing to transition into AI, data science, analytics and machine learning.
You’ll learn the fundamentals through remote real-time training so there’s no need to worry about not having prior programming experience. To qualify, you just need to complete a bachelor degree in any field of studies, have a previous qualification undertaken in English and finish the assigned online pre-work provided to you when you enroll.
Can AI certification improve my career prospects?
Yes, AI certifications can help validate your skills and demonstrate expertise to potential employers. Holding an artificial intelligence certification signals a commitment to mastering new technologies and can thus elevate your attractiveness in the job market. These certifications cater to dynamic roles in data science, machine learning, and other forward-thinking fields.
Are online AI certification programs credible?
Online AI certifications from reputable institutions are widely recognized. Many of these programs are backed by prestigious universities and are tailored to meet industry standards, ensuring their credentials hold weight in professional scenarios.
At the Institute of Data, for example, we collaborate with industry experts to develop curriculums that are both rigorous and relevant, guaranteeing the skills offered are immediately applicable.
Practical training for tomorrow’s innovators
Our programs, from our Data Science & AI and UI/UX Design training to our Cybersecurity and Software Engineering course, offer a transformative learning experience that bridges knowledge gaps for future-ready professionals.
To learn more about our offers, like our AI certification, download a course outline today.
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Discuss with a Career Consultant
You can schedule a call with an Institute of Data Career Consultant to discuss this course.