Know all about Data Science Course Syllabus 

Reasons to Choose Data Science as a Career:

• High Demand– If you are considering advancing in your career as a data scientist by acquiring essential skills, you are aware of the perks of choosing data science as a career path. Data science is a high-demand profession in the present and is expected to stay this way for a long time. The skills and knowledge of data science are so much valued in industries that they are ready to pay high salaries to the trained professionals and experts of data science.
• High Salary– As the demand for data science professionals has become high, companies are certainly ready to pay high salaries to well-skilled data scientists. These professionals get high salaries because of their expertise and skills which are highly valued in these companies. After all, they are the ones who are going to suggest the right steps in the direction of growth of the company by analysing their raw data.
• Flexible Work-life– Data science professionals have many perks, one of which is flexibility in their careers. They can choose to work from home or work from the office. They can choose any place where they would like to work from. The only thing required is a strong internet connection. These professionals can work from anywhere in the world at any time they please. This way they can give their time to their work and their family as well.
• Diverse Career Options– A Data scientist has many career options as they can choose to work in any field they want to. Almost every field like agriculture, entertainment, sports or any other field you can think of requires data scientists if they want to expand their business or improve their performance. Each of these fields requires someone to make sense of the raw data collected from surveys, social media and sales records and provide actionable strategies to the company to help it grow. Individuals can choose the field they want to work for according to their preferences and interests.
• Global Opportunities– There are a plethora of opportunities to find work as a data scientist. First of all, plenty of opportunities in the locality are widely available. But in case there’s none, then there’s an option to work as a freelancer too. One can work from home for global companies or work as a freelancer for clients who need help to grow their businesses. This allows professionals to grow by working for global companies.
• Problem-Solving Skills– By learning the methodologies and concepts of data science and by learning from case studies and hands-on projects, an individual can develop good problem-solving skills which are highly valued in various companies and organisations. The applications of this skill are not limited only to the professional life of an individual but it helps them to solve their problems by making good and well-informed decisions.
• Job Security– As there are plenty of opportunities to grow a career in data science, there is no need to worry about losing a job or not finding one. It’s a highly demanded skill in many industries. Every field requires data science professionals. Locally or globally there are no limits for opportunities as it has a very wide scope. Job security is a great reason to move towards this direction.

Check out this compilation of the Best Data Science Courses in Queensland

Top 10 Data Science Courses in Sydney

1. IIM SKILLS

IIM SKILLS offers data science courses in Sydney, which cover a wide range of topics like machine learning, Data visualisation, statistical analysis etc. The curriculum of this course is designed under the guidance of experts who keep it updated so that the skills of students remain industry-relevant.

IIM SKILLS Data Science Course

 

Features- Once enrolled in this course, students get lifetime access to a learning management system from where they get access to all the recordings of live sessions and course materials.  Live sessions are instructed by the experts with whom students can interact during the class to resolve their doubts and ask questions.

 Check Who Can Do the Data Science Courses.

 

Read our Detailed Review of IIM SKILLS Data Science Course 

Students get career support and proper mentorship to help them throughout their careers by helping them to kick start their careers by getting placed. Hands-on projects and case studies help students to learn from solving real-world problems so that they become confident in their competence. Globally recognized certification helps students to validate their skills and knowledge in different industries.

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Curriculum

• Statistics
• Machine learning and AI deep learning
• SQL
• Python
• Tableau
• R for data science
• Alteryx

 

Here’s the IIM SKILLS Alumni Review that will help you understand the institute’s vision for students.

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2. Western Sydney University

Western Sydney University is a data science institute, that provides a graduate certificate program in data science. With a focus on practical training, this course offers all the essential skills and tools required to become a well-skilled data scientist. There are options for a year diploma, a bachelor’s degree and a master’s degree in data science too.

Students get to learn from experts and experienced professionals from the field of data science. The options for full-time and part-time are available. There are scholarships available for talented students which are donor-funded.

Duration- The duration of the course for the graduate certificate is 6 months.

Curriculum-

• Programming for Data Science
• The Nature of Data
• Big Data
• Data Science
• Probabilistic Graphical Models
• Predictive Analytics
• Social Media Intelligence
• Visualization

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3. University of Technology, Sydney

University of Technology Sydney offers a graduate degree in data science. This course is designed for students to learn at a fast pace. The course curriculum offers fundamentals of data science to the advanced topics of data science.

Features-  Upon graduation, students can choose to do a diploma in data science and innovation or a master’s in data science and innovation. This course offers fundamental theories with industry experience and real-world projects to help students learn to solve real-world problems. Course includes online and face-to-face learning experience.

Duration- The duration of the course is 0.5 years for full-time and 1 year for part-time.

Curriculum-

• Mathematics, Statistics and Programming for Data Science
• Exploratory Data Analysis and Data Science Practices
• Databases and APIs
• Machine Learning Supervised Learning Regression
• Machine Learning
• Supervised Learning
• Classification
• Machine Learning – Unsupervised Learning
• Decision Trees and Ensemble Methods
• Natural Language Processing (NLP)
• Artificial Intelligence and Deep Learning
• Machine Learning Deployment and Cloud Computing

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4. Sydney Polytechnic Institute

This data science institute in Sydney provides a graduate certificate in data science. The course provides in-depth knowledge of concepts, tools techniques and methodologies of data science.  Students with a bachelor’s degree in any field are eligible to apply for this course.

Features- Students can choose to apply for a diploma or masters after this program. This institute offers a wide range of topics so that the students build a solid foundation. Students learn from experts and experienced professionals who are passionate about sharing their knowledge.

Curriculum-

• Programming foundation
• Mathematical foundation
• Data science methodology
• Database system and infrastructure

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5. Skillslash

This data science program offers a wide range of topics from the basics of programming to advanced tools of data science. This data science institute in Sydney aims to provide in-depth practical knowledge of data science to students by providing interactive classes and projects.

Features- This course provides world-class training from top faculties. Students get highly valued certificates from Microsoft. Live interactive classes and hands-on projects help students to develop practical knowledge of data science.

Curriculum-

• Introduction
• Programming Essentials
• Applied Statistics
• Advance Machine Learning
• Deep Learning
• NLP
• Reinforcement Learning
• Computer Vision
• Explainable AI and Risk management
• TOOLS

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6. Johns Hopkins University (Coursera)

Coursera is a popular platform which offers many courses on many different subjects and specializations. This data science course is made in collaboration with Johns Hopkins University.

Features- Learn from the experts of Johns Hopkins University, who are passionate about sharing their experience with students. Students receive globally recognised certification by Johns Hopkins University so that they can showcase their skills. The course is self-paced so students can learn at their own pace at their schedule.

Duration- The duration of this course is 10 months with a suggested weekly commitment of 4 hours of studying.

Curriculum-

• There are the following topics in the curriculum of this course.
• The Data Scientist’s Toolbox
• Programming
• Getting and Cleaning Data
• Exploratory Data Analysis
• Reproducible Research
• Statistical Inference
• Regression Models
• Practical Machine Learning
• Developing Data Products
• Data Science Capstone

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7. Coursera (IBM)-

This data science course is made by industry experts and experienced professionals of IBM. These experts offer their tremendous knowledge and teach the students about all the latest tools and techniques of data science.

Features- This course has no fixed deadlines. Students don’t have to worry about completing it at a fast pace. They can study at their own pace. Industry experts of IBM share their knowledge and experience with the students. Students get an industry-recognised certificate from IBM to showcase their skills.

Duration-

This course takes approximately 5 months to complete with a commitment of 10 hours of studying.

Curriculum-

The curriculum of this course consists of the following topics.

• What is Data Science?
• Tools for Data Science
• Data Science Methodology
• Python for Data Science, AI & Development
• Python Project for Data Science
• Databases and SQL for Data Science with Python
• Data Analysis with Python
• Data Visualization with Python
• Machine Learning with Python
• Applied Data Science Capstone

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8. edX data science MicroMasters

edX is a popular platform which provides great courses. This data science MicroMasters program is made by the well-trained experts and professionals of MIT. Data science courses in Sydney offer in-depth knowledge of different topics and methodologies of data science and prepare the students to reach their full potential.

Features- edX offers industry industry-relevant curriculum which includes all the essential topics and tools. Instructors from MIT who are experts in data science, teach students about various topics of data science.

Students receive globally recognised certification which is highly valued in industries. This helps them kick-start their careers by showcasing their skills and abilities.

Duration- The duration of this data science courses in Sydney is 1 year and 2 months with a suggested commitment of 10-12 hours of studying per week.

Curriculum- This data science institute in Sydney offers a thorough knowledge of the following topics.

• Probability – The Science of Uncertainty and Data
• Fundamentals of Statistics
• Machine Learning with Python: From Linear Models to Deep Learning
• Capstone Exam in Statistics and Data Science
• Data Analysis in Social Science—Assessing Your Knowledge
• Data Analysis: Statistical Modeling and Computation in Applications

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Know the steps to upskill and Learn Data Science from Scratch

9. Udemy

Udemy is a very popular platform which provides many courses on different subjects and specializations. There are plenty of courses available on Udemy to become proficient in data science. These data science courses in Sydney involve different tools and concepts of data science.

Features- After purchasing a course, it’s accessible for a lifetime. Instructors are experts in data science who are well-skilled and experienced professionals. These data science courses in Sydney can be studied at any place by students so they don’t have to be worried about completing it in a rush.

Duration- there are many different courses on different data science topics. Duration may vary from student to student.

Curriculum- Different courses at this data science institute in Sydney, offer different topics.

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10. Udacity Data Science Nanodegree

This nanodegree program is made in collaboration with the industry experts of IBM who have designed the curriculum to be industry-relevant. Data science courses in Sydney consist of all the topics from basics to advanced which are essential to advance in the field of data science.

Students enrolled in this data science institute in Sydney, learn from hands-on projects which help them to develop problem-solving ability. Industry experts from IBM provide their in-depth knowledge to students to prepare them for their careers.

Certification of nanodegree which is globally recognised, is received by students so their skills get validated in the job market.

Duration- The average duration to complete this course is 4 months.

Curriculum-

The following topics are taught by this data science institute in Sydney.

• Introduction to data science
• Data wrangling
• Exploratory Data analysis
• Machine learning fundamentals
• Model evaluation and validation
• Data Engineering
• Capstone project

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Frequently asked questions-

Q1. What is the duration of the data science courses?

Answer- The duration of courses in a data science institute in Sydney varies from one course to another.

Q2. What are the tools taught in data science courses in Sydney?

Answer- Some of the tools used for data analysis are SQL, tableau, python, power BI etc.

Q3. What are some of the career opportunities after completing data science courses in Sydney?

Answer- Data analyst, Data scientist, Business analyst, Data engineer, and many more positions are some of the options after completing a data science course from a data science institute in Sydney.

Conclusion- 

Data science is a great career option in Sydney. Anyone can begin their career in data science and expect a high income and value for their hard work, without a doubt. By joining one of the data science courses in Sydney, an individual can step into the field of data science by learning the tools and methodologies of data science.