Hone the Most Valuable Skill of the Century
Machine Learning for Business Intelligence (MLBI)
Once submitted, you will receive the course syllabus via email
2 days, including
examination
Vendor
Neutral
Industry
Validated
Internationally Recognised
Digital Credential
Certification Exam
Pass the 1-hour exam consisting of 50 Online Multiple Choice Questions with the score of 70% to earn this certification
Vendor-neutral
“Vendor-neutral” certifications refer to any certifications that are not directly associated with specific IT vendors. These certifications tend to develop a knowledge and skill base that is universally applicable and individual with skills that are more conceptual, setting you up to work with a greater range of products / tools.
Industry Validated
One of the most industry validated digital skills certification in Asia. Course and exams is taken by the industries / academia / governments from 26 countries in Asia via 30+ Authorised Training Partners (ATP) and 50+ Authorised Academy Partners (AAP) within iTrain Asia Global Partner Network.
Internationally Recognized Digital Credential
iTrain Asia has partnered with Credly USA (Acclaim) – the International Digital Credentialing Provider to award digital badges for your iTrain Asia Digital Skills credentials. You can share your qualifications on social media, and keep your digital credentials for life. Employers can also easily validate the certification via blockchain enabled digital credentials 
UPCOMING TRAINING DATES
2-3 March 2022
7-8 June 2022
Course Overview
Applicable in any industry, machine learning tops as a new wave of technology. More and more businesses are starting to invest in machine learning, as it potentially raises 2 to 5 times the ROI. Knowing about machine learning enables you to identify sales patterns and forecast demands.
Some of the most versatile skills of this age has got something to do with Artificial Intelligence(AI). Like AI, Machine learning entirely dismisses human intervention in its processes and functions, providing accurate results from data. This is how enterprise security can be enhanced.
By attending this 2-day instructor-led course on Machine Learning for Business Intelligence, you will be able to understand real-life applications of machine learning in present contexts. With wide opportunities in the machine learning realm, you can easily tap into the market by equipping yourself with it’s processes and tools.
What you will gain:
- Understanding of the basic concepts and practical applications of Machine Learning algorithms
- Capability to identify the long-term impact of ML to businesses
- Skills to apply ML algorithms to their own real-world problems
Part I: The Machine Learning Workflow
What is machine learning?
- How Machines Learn
- Using Data to Make Decisions
- The Machine Learning Workflow: from Data to Deployment
- Boosting Model Performance with Advanced Techniques
Real-world data
- Data collection
- Pre-processing data for modeling
- Using data visualization
Modeling and prediction
- Basic machine learning modeling
- Classification
- Regression
Model evaluation and optimization
- Model generalization: evaluating predictive accuracy for new data
- Evaluation of classification models
- Evaluation of regression models
- Model Optimization through Parameter Tuning
Basic feature engineering- Why is Feature Engineering Useful?
- Basic feature engineering process
- Feature selection
Part II: Practical Applications
Example: NYC taxi data
- Data visualization and preparation
- Modeling
Advanced feature engineering
- Advanced text features
- Image features
- Time-series features
Advanced Natural Language Processing (NLP) example: movie review sentiment
- Exploring data and use case
- Extracting basic NLP features and building the initial model
- Advanced algorithms and model deployment considerations
Scaling machine-learning workflows
- Before scaling up
- Scaling Machine learning modeling pipelines
- Scaling predictions
Example: digital display advertising
- Digital Advertising
- Digital Advertising Data
- Feature Engineering and Modeling Strategy
- Size and Shape of Data
- Singular Value Decomposition
- Resource Estimation and Optimization
- Modeling
- K-nearest neighbors
- Random forests
- Other Real Word Considerations
Don’t just take our word for it
Hear from our certified trainees
COMPANIES WHO LEARNED FROM US
Trusted By Public, Private & Education Sectors
Human Resources Development Corporation Approved Centre
All our certification training are HRD Corp claimable under the Skim Bantuan Latihan (SBL and SBL-Khas Scheme). For training under the SBL-Khas Program, no upfront payment is required. For more information, Click Learn More to Visit the site
Human Resources Development Corporation Approved Centre
A CERTIFICATION TRAINING THAT HELPS YOU STAND OUT
This Machine Learning for Business Intelligence (MLBI) certification is awarded by iTrainAsia Singapore, the region’s top Tech Certification Provider. Be part of our expanding community of global tech experts, and gain the opportunity to:
Develop in-demand competencies and get acknowledged by key industry players & employers
Enjoy a leaner-mediated training experience that supports you from
start to end
Experience a structured and
hands-on approach to achieving your
credentials
Already a pro at this?
Explore other certifications instead
-Introduction to AI for Business Executives (AIBE)
ABOUT US
iTrain provides high quality IT training solutions in various technology training products and certification.
Established and managed by experienced trainers, our vision is to revolutionize the training industry in the Asia Pacific region starting with Malaysia by making training more affordable, enjoyable and practical in terms of real world usage and localized content.
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CONTACT
- iTrain (M) Sdn Bhd, C-L19-08, KL Trillion, 338, Jalan Tun Razak, 50400 Kuala Lumpur
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(+603) 2733 0337
(+603) 2733 0348
(+6012) 798 0072
(+6012) 798 0622 - info@itrain.com.my
Future-proof your skills with as low as RM166.66/month with our 0% interest-free instalment plan