Take your first steps in becoming a machine learning practitioner
The Machine Learning Foundation course is designed to help professionals gain a deep understanding of the concepts, techniques, and mathematical frameworks used by experts in Machine Learning.
The Machine Learning Foundation program is structured with an aim to make valuable machine learning skills more accessible to individuals to have a promising career.
Duration
2 days / 16 hours
Level
Beginner
Delivery
100% Online - Instructor Led
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Key Features
- 16 hours of instructor led training
- Fully Online
- Class recording available
- Interactive Learning
- Additional Coaching Session
- 100% HRDF SBL-KHAS Claimable!
Pre-Requisites
- Basic Programming Knowledge
- Analytical Mindset
- Willingness to self learn online
- No prior experience is required
- We will start from the very basics
- Committed to complete all tasks
Who Should Join
- Professional switching careers
- Business Analysts
- IT Engineers
- Students
- New Programmers
- Anyone interested in Python
Key Learning Outcomes
Upon completion, participants should be able to demonstrate each of the following outcome:-
- Gain in-depth knowledge of Machine Learning concepts
- Understand a wide variety of topics in Machine Learning and Statistical Modeling
- Identify potential applications of Machine Learning in practice
- Familiarize with supervised and unsupervised learning
- Apply Machine Learning concepts to your daily tasks at your workplace
Course Modules Covered in the Python Data Science program
Module 1 - Machine Learning Introduction
What is Machine Learning
- Applications of Machine Learning
- Machine Learning vs Artificial Intelligence
- Machine Learning Languages and platforms
- Machine Learning vs Statistical Modelling
Module 2 - Machine Learning Algorithms
Data Science: Areas of Study
- Business / Domain Knowledge
- Hacking / Programming Skills
- Statistics
- Machine Learning
Module 3 - Supervised Learning I
Data Sources and importing Techniques
- Reading from existing data from flat files and database
- APIs
- Web Scraping
- Other data gathering methods
- Hands on importing data
Module 4 - Supervised Learning II
Introduction to Applied Statistics
- Hypothesis Testing
- Confidence
- Validating
Module 5 - Unsupervised Learning II
Introduction to Machine Learning
- Decision trees
- Ensembles
- k-nearest neighbors (kNN)
- Naive Bayes classifiers
- Artificial neural networks
Module 6 - Dimensionality Reduction
Visual Analytics with Tableau
- Introduction to Visual Analytics
- Interpretability
- Actionable insights
- Various Graphical Representations
Our Training Methodology
Practical Assignments
We provide hands-on assignments that requires practical implementation.
Virtual Coaching Sessions
Online coaching sessions that happen over the phone, via video, or on a web platform.
1 Year Access to LMS
Get access to learning resources upto 1 year of class completion.
Live Project Experience
Hands-on learning and training gives participants the opportunity to experience real world situations.
Online Assessments
Participants can assess reflect on their own learning and their level/skills.
Free Industry Webinars
Stay current on market research trends, learn best practices through our webinar sessions.
Your Instructor
Thayanithy Jegan
Principal Data Scientist
CTO & Co-Founder of Thulija Technologies,
HRDF Certified Trainer and Consultant
CTO & Co-Founder of Thulija Technologies,
HRDF Certified Trainer and Consultant
A seasoned technology professional with over 17 years of industry experience as a software developer, solutions architect and technology consultant for major organizations. He is the Principal Lead Data Scientist at Thulija Academy.
Thayanithy Jegan has trained executives and developers in some of the leading organizations in Asia such as Maxis, IFCA, SWIFT, PSDC, DHL, Standard Chartered, Infineon Technologies, Siemens and Bank Negara to name a few. His expertise is highly sought after to help executives break into various technology stacks and as well as data science, big data, and artificial intelligence in Malaysia and regionally.
He has led major projects with clients such as Suruhanjaya Syarikat Malaysia (SSM), MYCOID, Kementerian Kerja Raya, Ministry of Education (MOE), Universiti Malaya, Perfisio Solutions, Kementerian Perdagangan Antarabangsa dan Industri, amongst others. He has also served as a Consultant for MIMOS Berhad, a Research and Development organisation that functions as an advisor to the Malaysian Government on technologies, policies and strategies relating to IT.
Program Key Highlights
16 hours of Remote Online Learning
Additional Coaching Hours
Live Hands-on Projects
Certificate of Competence by Thulija Academy with GenuineIn Digital Credentials
Mentorship with Industry Experts
Designed for Beginners & Professionals
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Get in Touch With Us Today!
This training program is suitable for anyone who intends to enter into the field of Machine Learning. This program is being conducted in Malaysia and can be joined by anyone, anywhere in the world remotely.
Program Fee
Funding price MYR 599 per pax .
Funding Schemes for Companies who are claiming from their HRDF levy.
One-time fee. One year access to course materials and resources.
Thulija Academy is a HRDF registered training provider. Our panel of expert trainers provide technology training for some of the biggest organizations in Asia.
Our Participants Work In
READY TO KICKSTART YOUR CAREER?
Please fill in the form and a Program Advisor will reach out to you. You can also reach out to us at info@thulija.com or +60123661502
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