Navigate the Future of Tech with SkillsFuture Python Courses

Introduction

SkillsFuture Python Courses

The Python programming course stands as a cornerstone in the tech industry, offering a versatile foundation for various specialisations, including Artificial Intelligence, Data Analytics, and Software Engineering. Heicoders Academy recognises this potential, offering an array of Python courses that cater to the burgeoning demand for tech skills. Our SkillsFuture Python courses are meticulously structured to guide learners through the intricacies of Python programming and its application in real-world scenarios. From the basics of syntax and script writing to the complex landscapes of data visualisation and machine learning, these courses are designed to provide a holistic learning experience.

AI100: Python Programming and Data Visualisation

The AI100 course is an immersive journey into Python programming, emphasising data visualisation, a critical skill in today’s data-driven world. This course is crafted for those starting their tech journey and individuals seeking to solidify their foundational programming skills. Over several weeks, participants will be introduced to Python’s fundamental programming concepts, progressing to more complex data handling and visualisation techniques. It is structured to demystify Python programming for beginners, ensuring that participants leave with the confidence to tackle real-world data analysis challenges. Led by seasoned Python developers and data scientists with real-world experience, the course is accessible in-person and online, catering to diverse learners with varying schedules and preferences.

• Learning Objective: Develop a solid Python programming foundation, grasp data analytics and visualisation techniques, and acquire practical data preparation skills for real-world use. 
• Level of Expertise Required: Beginner
• Fees: SGD 936 for Singaporeans aged 40+ with IBF Subsidy; SGD 1,416 for Singaporeans under 40 and all PRs; SGD 1,656 for non-Singapore Citizens and non-PRs. SkillsFuture Credits and UTAP offer additional aid. 
• Duration: 8 lessons, 3 hours each.
• Course Highlights:
  • Python Syntax & Data Structures: Master the basics of Python programming.
  • Data Manipulation with Pandas: Learn to clean and manipulate data effectively.
  • Data Visualisation: Gain skills in presenting data visually with Python.

AI200: Applied Machine Learning

Building on the foundation of AI100, the AI200 course delves into machine learning. This machine learning course is designed for those with a basic understanding of Python and who wish to explore the application of machine learning algorithms in solving complex problems. Throughout the course, learners will apply key concepts and techniques in hands-on projects that mimic real-world scenarios. Covering a broad spectrum of machine learning topics, from supervised and unsupervised learning to feature engineering and recommender systems, the course aims to equip participants with the skills to design, build, and evaluate machine learning models. The blend of online and in-person learning options also allows participants to engage with the material in a way that best suits their learning style.

• Learning Objective: Enhance applied machine learning skills, including feature engineering and model evaluation, for real-world problem-solving.
• Level of Expertise Required: Intermediate (prior Python experience recommended).
• Fees: SGD 1,416 for Singaporeans below 40 and all PRs; SGD 936 for Singaporeans aged 40 and above; SGD 1,656 for Non-Singapore Citizens and Non-PRs. Additional subsidies available through SkillsFuture and UTAP.
• Duration: 8 lessons, 3 hours each.
• Course Highlights:
  • Data Transformation and EDA with Pandas: Master data preprocessing techniques.
  • Supervised Learning with Regression and Classification: Build and fine-tune predictive models.
  • Recommender Systems: Learn to develop systems that suggest products or content based on user preferences.

AI300: Deploying Machine Learning Systems to the Cloud

The AI300 course takes the skills developed in previous courses to the next level, focusing on deploying machine learning models in cloud environments. This advanced course is suitable for individuals proficient in Python with a solid understanding of machine learning principles. Participants will explore the intricacies of cloud computing, learning how to leverage cloud services for scalable and efficient machine learning solutions. It also covers essential topics such as containerisation with Docker and GitHub, cloud-based machine learning services, and best practices for deploying and maintaining machine learning models in the cloud. The hands-on approach ensures that learners gain practical experience in deploying models, preparing them for the challenges of implementing machine learning solutions in real-world settings. Offered in-person and online classes, the hybrid learning model ensures that all participants can benefit from this training.

• Learning Objective: Equip students with a robust foundation in computing and analytics, addressing identified gaps in job applicant skills. 
• Level of Expertise Required: Intermediate to advanced (prior knowledge in Python and machine learning recommended).
• Fees: SGD 936 for Singaporeans aged 40 and above (70% subsidy); SGD 1,416 for Singaporeans below 40 and all PRs (50% subsidy); SGD 1,656 for non-Singapore Citizens and non-PRs (40% subsidy). SkillsFuture Credits and UTAP can help further offset costs.
• Duration: 8 lessons, 3 hours each.
• Course Highlights:
  • Database Management with SQL: Deepen understanding of database operations.
  • IDEs, Git, and GitHub: Master development tools and version control systems.
  • Deployment with Docker and AWS: Learn to deploy applications using modern cloud technologies.

Other SkillsFuture Courses

Beyond Python, Heicoders Academy also has a diverse range of tech courses supported by SkillsFuture, designed to cater to the evolving needs of the tech industry. These courses extend learning opportunities to other critical areas of technology, such as data analytics and web development.

DA100: Data Analytics with SQL and Tableau

The DA100 course is suitable for individuals keen on mastering data analytics. This data analytics course provides a comprehensive understanding of SQL, the standard language for database management, and Tableau, a powerful tool for data visualisation. Participants will learn to extract, manipulate, and analyse data, transforming raw data into actionable insights. It’s also structured to cater to beginners and those with some experience in data work, offering a blend of theoretical knowledge and practical application. Through hands-on projects, learners will apply their skills in real-world scenarios, preparing them for data analytics careers across industries.

• Learning Objective: Equip participants with robust skills in data analytics, SQL, and Tableau, preparing them to address real-world data challenges in the fintech sector and beyond.
• Level of Expertise Required: Beginner
• Fees: SGD 819 for Singaporeans aged 40 and above (70% subsidy); SGD 1,239 for Singaporeans below 40 and all PRs (50% subsidy); SGD 1,449 for Non-Singapore Citizens and Non-PRs (40% subsidy). Additional offsets available through SkillsFuture Credits and UTAP for eligible participants.
• Duration: 7 lessons, 3 hours long each.
• Course Highlights:
  • Advanced Databases and SQL: Deep dive into database management and complex SQL queries.
  • Graphical and Geospatial Visualisations with Tableau: Master turning data into insightful visual representations.
  • Data Analytics Dashboard Deployment: Learn to build and deploy interactive dashboards and forecast data using Tableau.

SE100: Responsive Web Development

In the SE100 course, participants dive into web development, learning to create responsive and dynamic websites. The course covers fundamental web technologies, including HTML, CSS, and JavaScript, and progresses to more advanced topics, such as front-end frameworks and user experience design. This course is designed for aspiring web developers and anyone interested in building and maintaining modern, responsive websites. With a project-based approach, learners will gain practical experience in web design and development, equipping them with the skills needed to embark on careers in the digital space.

• Learning Objective: Gain fundamental web design skills, engage in hands-on projects to develop coding expertise, design responsive websites, apply skills in professional environments, and enhance problem-solving and critical thinking abilities.
• Level of Expertise Required: Beginner
• Fees: SGD 936 for Singaporeans aged 40 and above, SGD 1,416 for Singaporeans below 40 and PRs, SGD 1,656 for non-Singapore Citizens and non-PRs. Additional subsidies available through SkillsFuture and UTAP.
• Duration: 8 lessons, 3 hours each.
• Course Highlights:
  • Internet Architecture, HTML and CSS: Basics of web architecture and the building blocks of web design.
  • JavaScript Iterations and Functions: Dive into core programming concepts.
  • Creating Interactive Web Applications with JavaScript: Learn to enhance web interactivity.

Understanding SkillsFuture

SkillsFuture represents a national movement that fosters a lifelong learning culture, particularly in Singapore’s rapidly evolving economic landscape. It highlights the importance of continuous skill development and personal growth, offering courses spanning various industries and skill levels. The initiative is designed to empower Singaporeans, enabling them to take ownership of their learning journey and remain competitive in the global workforce. At the heart of SkillsFuture is the commitment to making education accessible and relevant to all, regardless of their starting point. This inclusivity is evident in the diverse courses, from technical skills like coding and data analytics to soft skills and industry-specific knowledge. Each course is curated to meet stringent quality standards, ensuring that learners receive an education that is current and applicable to real-world scenarios.

Eligibility and Credits

SkillsFuture is open to all Singaporeans and Permanent Residents, allowing adult learners to upgrade their skills and knowledge. The initiative offers SkillsFuture Credit, a credit allocation provided by the government to encourage individuals to take charge of their learning. This credit can be used to offset course fees, making education more affordable and accessible.

Credit Balance

Individuals can easily check their SkillsFuture Credit balance through the official SkillsFuture portal. This system is designed to be user-friendly, ensuring learners can manage their credits efficiently and make informed decisions about their educational investments.

Here is the available amount and its expiry based on your eligibility:

• Singapore Citizens aged 25 and above: Credits of $500 are available with no expiry date.
• Singapore Citizens aged 25 as of 31 December 2020: An additional $500 available until 31 December 2025.
• Singapore Citizens aged 40 to 60 (inclusive) as of 31 December 2020: Credits of $500 available with no expiry date.
• Singapore Citizens aged 40 and above as of 1 May 2024: An additional top-up of $4,000 available with no expiry date.

Application

Applying for courses under SkillsFuture is streamlined for ease of use. Participants can browse through the extensive course catalogue on the SkillsFuture website, select courses that align with their interests or career goals, and use their SkillsFuture Credit to enrol. The process is designed to be straightforward, enabling learners to embark on their chosen courses with minimal hassle.

Certificates

Upon completion of SkillsFuture programming courses, participants will receive certificates that validate their learning and skill acquisition. These certificates are recognised by employers and institutions, serving as a testament to the individual’s commitment to personal and professional development.

Choosing the Right Coding Course

Selecting the most suitable SkillsFuture coding course involves careful consideration of one’s career aspirations, current skill level, and personal interests. Here are some guidelines to help navigate this decision-making process:

• Assess Your Current Skill Level: Begin by evaluating your existing knowledge and skills in the tech field. For beginners, starting with foundational courses in Python programming or web development might be ideal. Those with some experience might look towards more specialised courses in data analytics or machine learning.
• Define Your Career Goals: Consider what you aim to achieve in your career. Are you looking to transition into a tech role, enhance your current job with tech skills, or pursue a passion project? Your end goal will significantly influence the course that best suits your needs.
• Consider the Industry Demand: Research the tech industry’s current trends and future directions. Courses that offer skills in high demand, such as machine learning, cloud deployment, or data analytics, can enhance your employability and open up new career opportunities.
• Look into Course Content and Structure: Delve into the specifics of each course, from the curriculum and learning outcomes to the mode of delivery and course duration. Ensure the course content aligns with your learning objectives and the structure fits your schedule.
• Seek Advice: Feel free to reach out to course advisors, industry professionals, or peers who have taken similar paths. Their insights can provide valuable perspectives on the most beneficial courses for your course development.
• Leverage SkillsFuture Credits: Take advantage of the SkillsFuture Credit scheme to alleviate the financial burden of upskilling. Review the courses eligible for credit use and consider how best to allocate your credits to maximise your learning journey.