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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
3 Reasons To Enroll In A Data Science Online Course
Enrolling in a data science online course has become a crucial step for individuals wanting to enhance their professional skills in today’s data-driven landscape.
Imagine being able to pivot into a high-demand role with a curriculum crafted by industry experts at your fingertips. The Institute of Data’s certification courses make this possible, offering unmatched flexibility for balancing work, personal life and further education.
For those keen on making a calculated career move, a data science & AI course can bridge the skills gap quickly. Don’t postpone your career growth—discover how these programs can align with your professional aspirations.
#1: You can choose flexible learning schedules.
Those looking to learn data science online may worry about balancing an online data science program with their professional and personal commitments. Opt for flexible learning schedules that feature both part-time and full-time formats.
Whether you prefer to study full-time to immerse yourself completely or part-time to allow for a gradual integration of new skills, there is an option that fits your lifestyle. This flexibility makes pursuing further education less burdensome, especially for those juggling multiple responsibilities.
A data science online course allows students to engage in self-paced learning through access to lessons and materials from anywhere. By fitting learning seamlessly into your routine, you can work on skill development without needing to pause your life.
With this in mind, the Institute of Data offers online training and certifications that seek to give students an edge in the ever-evolving and competitive data science job market. Our Data Science & AI course comes in a 12-week full-time and 24-week part-time course format.
#2: You gain access to an industry-aligned curriculum.
Whether a student is taking a data science online course, a software engineering course or any of our other offerings, they can rest assured that our coursework is aligned with the current needs and standards of the specific industry.
The Institute of Data partners with leading universities and top tech companies to ensure that our data science certification courses allow students to learn relevant and critical skills; it also means our curriculum undergoes constant updates to reflect these evolutions in the industry.
These partnerships mean that the data analysis techniques and concepts taught in class are not only current but also applicable.
Our programs are taught by active industry experts.
Students of the Institute of Learning’s data science online course can learn from professionals with firsthand, ongoing industry experience. This means that our data science training course is not only theoretical but also practical.
These instructors bring insights from their own work and collaborations with academic and industry leaders. Engaging with mentors who are active participants in the data science field provides students with a deeper understanding of real-world applications.
Our programs feature real-world case studies.
Case studies based on real-life issues are integrated into the curriculum to help bridge the gap between theory and practice. By examining actual scenarios, students learn how to apply complex data techniques to solve real business problems. This practical approach equips learners in a data science online course with the confidence and skills needed in data-driven decision-making.
#3: You develop skills for roles in high demand.
As with a cybersecurity course, a data science online course is structured to impart vital skills needed in today’s tech-driven world.
Transitioning into a data science career track not only broadens your professional prospects but also positions you favorably for advancement in tech-centric environments. By developing these in-demand capabilities, you set the foundation for sustainable career growth in a rapidly evolving field.
The Institute of Data enhances learning by providing a comprehensive support system through its courses. The blend of pre-course work prepares you for intensive practical training, bolstered by industry-recognised certification and our Job Outcomes Support. Here, a dedicated team assists students through career coaching, realistic interview practice and more.
Frequently Asked Questions (FAQ)
What types of data science online courses are available?
Data science online courses come in several formats catered to different needs. At the Institute of Data, for instance, the data science online course is offered as both a 24-week part-time and a 12-week full-time program.
This flexibility allows professionals who are already working full-time to transition neatly into the big data and AI industry without compromising their current commitments.
What learning materials are provided in data science online courses?
Data science online courses typically include a wide array of learning materials tailored to enhance understanding. These frequently consist of video lectures, interactive exercises and reading resources that break down complex topics into digestible segments.
The Institute of Data stands out by offering intensive industry training programs, enabling learners to acquire relevant skills swiftly without sacrificing educational quality. Remote learning is made more engaging through virtual break-out rooms, peer-to-peer collaboration, support from instructors and more.
Will I receive adequate support if I struggle with course material?
Adequate support is an integral part of most data science online courses. Students often have access to instructors, teaching assistants and dedicated online communication channels for easier query resolution.
At the Institute of Data, students gain access to peers and supportive mentors through the member network, allowing them to foster connections that may be vital as they navigate the data science industry. Rest assured that assistance is readily available to help you stay on track with your educational goals.
Your bridge to a data-driven career transformation
The Institute of Data empowers professionals and organizations to excel in the tech industry, offering cutting-edge training in cybersecurity, big data, artificial intelligence and the digital economy. We partner with top universities and leading tech companies to deliver practical, accelerated workforce training.
Our programs are tailored to enhance lifelong learning, ensuring individuals are equipped with the skills necessary for future success. Choose the Institute of Data for a transformative learning experience that aligns with your career goals—download a course outline today.
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