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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
Is an AI training course worth it? What you need to know
The demand for AI expertise is skyrocketing, with companies keen to integrate proficient professionals into their teams. In an era where artificial intelligence is transforming every industry, an AI training course could be your ticket to future-proofing your career.
Quick Answer: Yes, taking an AI training course can be a valuable investment.
As industries increasingly rely on artificial intelligence, the demand for professionals skilled in AI continues to rise. There is an evident increase in the need for AI-driven roles across various sectors like healthcare, finance and marketing, making it crucial for professionals to have some proficiency in the technology.
Consequently, the Institute of Data’s Data Science & AI Program is designed to offer more than just technical instructions; it integrates real-world applications of AI and how these technologies operate in practical contexts. Through practical learning, this online skill training prepares you to use AI tools and techniques efficiently in a way directly comparable to AI’s real-world application.
Key Point #1: Flexible study options make AI training accessible to many.
Balancing education with life’s commitments is not always easy. Every day, people juggle professional responsibilities, family obligations and personal tasks, making it challenging to find room for further education.
The Institute of Data appreciates the struggle and offers a Data Science & AI Program with part-time and remote learning options. This way, you can adapt your learning to your current schedule rather than the other way around. This accessibility is particularly advantageous for individuals transitioning careers.
Key Point #2: AI training programs include industry-relevant content.
Among the benefits of online learning through a data science and AI training course is that it can enhance your career prospects. Similar to most software engineering course offerings, many AI training courses offer an online learning method that directly relates to current job roles and responsibilities.
The Institute of Data, for instance, collaborates with leading tech companies and universities to curate curricula that are both cutting-edge and in demand. Such partnerships mean that the skills students learn are those sought after in today’s competitive job market.
Key Point #3: AI training is available for both IT and non-IT professionals.
Many learning courses, from cybersecurity course offerings and AI training programs, are just as accessible to IT as they are to non-IT professionals.
This inclusivity is crucial in today’s workforce, where cross-disciplinary applications of AI technology are increasingly prevalent. By offering courses that cater to a range of professional backgrounds, participants from various sectors can also enhance their career paths by integrating AI skills with their existing expertise.
A structured AI training course also bridges the gap for individuals at different experience levels. For example, the Institute of Data’s AI certification program includes pre-work, helping to mitigate any initial skill discrepancies students may have before moving on to more advanced material.
Pre-work is an interactive learning experience that fosters foundational skills essential for AI training course learning and training. This engagement is crucial in developing a fundamental understanding pivotal to navigating specialized modules and proceeding to advanced AI training courses.
Learn more about AI through the Institute of Data.
The Institute of Data stands apart from other online course platforms with our immersive Data Science & AI Program, which is designed to equip you with industry-relevant skills and practical insights.
Through flexible learning options, including part-time and remote offerings, you can seamlessly balance your career and education. Each program offers a practical approach that allows you to learn about AI applications in real-world scenarios, preparing you for the challenges of tomorrow’s job market.
If you’re ready to embrace the power of AI and elevate your professional journey, schedule a career consultation and enroll in one of the Institute of Data’s deep learning courses today.
Frequently Asked Questions (FAQ)
How do I choose the right AI course for my career goals?
Aligning the AI programming course content with your career objectives will help you develop the skills needed for career advancement. Choosing the right online AI course should ideally begin with identifying your career ambitions.
Begin by mapping out your desired career trajectory within the AI landscape. Determine whether your focus leans toward machine learning, data analysis or perhaps AI-driven UX/UI design. Once identified, seek out courses that teach skills aligned with these areas and the current industry demands.
Programs that provide practical experience and support your long-term goals, like the Data Science & AI Program at the Institute of Data, are particularly beneficial as they intertwine education with real-world application.
Can I pursue an AI training course while working full-time?
Yes, pursuing an AI training course while maintaining full-time employment is entirely possible. There are flexible training programs that allow you to continue your current work commitments while simultaneously advancing your career.
Modern programs like those offered by the Institute of Data acknowledge the need for versatility and offer part-time and online study options. These alternative study methods mean you can fit your AI course studies around existing job commitments without compromising on either.
How do I prepare for an AI course if I have no prior experience?
Generally, starting a Data Science & AI course without prior experience should include building a solid foundation of its basic concepts. Search for introductory courses, like those provided by the Institute of Data, that have modules designed to ease you into the complexities of AI. Our programs also include pre-work to help you prepare for the training.
Another great way to prepare for an AI training course is to familiarize yourself with essential programming languages like Python, which is commonly used in AI work.
Pioneering the future with data-driven education
Artificial intelligence is reshaping industries worldwide, and at the Institute of Data, we empower professionals and organizations to harness AI for future success through cutting-edge training courses.
Our programs offer a comprehensive dive into AI, ensuring you acquire the technical skills and industry-specific knowledge essential for today’s data-driven decision-making. You benefit from flexible study options that cater to the demanding schedules of working professionals so you can balance your commitments with your career goals.
With the Institute of Data’s Data Science & AI training course, you can take your skills to the next level and a brighter career path. Download a course outline now.
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You can schedule a call with an Institute of Data Career Consultant to discuss this course.