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MLMachine Learning
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English
Everyone
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Course Overview
Machine learning is one of the most sought after skills in the data science world. This Aspire Journey will teach you how machine learning algorithms work and give you hands-on experience in building, tuning and evaluating them. Along the way, you will create real-world projects to practice and demonstrate your machine learning skills.
Key Takeaways
1
Supervised Learning I: Linear and Logistic Regression: the focus will be on the most commonly used supervised learning algorithms, Linear and Logistic Regression.
2
Supervised Learning II: Naive Bayes, SVM, KNN and Decision Trees: the focus will be on popular supervised algorithms such as the Naive Bayes Classifier, Support Vector Machines, K-Nearest Neighbors and Decision Trees.
3
Featuring Engineering: the focus will be on feature engineering methods like filter and wrapper methods, regularization and tree-based feature importance.
4
Unsupervised Learning: the focus will be on unsupervised learning algorithms such as K-Means Clustering, Principal Component Analysis and Hierarchical Clustering.
5
Improving Machine Learning Models: the focus will be on intermediate-level machine learning topics such as hyperparameter tuning, ensembling and recommender systems.
SkillSoft
At Skillsoft, we believe every individual has the poten-tial to be amazing. Our vision is to unleash that poten-tial through the power of learning. As the world’s largest provider of professional digital learning, Skill-soft delivers:
• Online learning that includes a broad catalogue of in-demand topics, built with deep expertise in the subject matter and scientifically proven learning science;
• Engaging learning experiences ranging from micro-learning to complete journeys and professional certifications that have impacted nearly half a billion people worldwide and certified more IT professionals than any firm on the planet; and
• A powerful, flexible, and engaging cloud-native plat-form designed to seamlessly integrate both with lead-ing HCM solutions and the natural flow of work.
Unlike other providers, Skillsoft is inclusive, with learning options for all. Our effectiveness, variety and global reach are unmatched.
• Online learning that includes a broad catalogue of in-demand topics, built with deep expertise in the subject matter and scientifically proven learning science;
• Engaging learning experiences ranging from micro-learning to complete journeys and professional certifications that have impacted nearly half a billion people worldwide and certified more IT professionals than any firm on the planet; and
• A powerful, flexible, and engaging cloud-native plat-form designed to seamlessly integrate both with lead-ing HCM solutions and the natural flow of work.
Unlike other providers, Skillsoft is inclusive, with learning options for all. Our effectiveness, variety and global reach are unmatched.
Course Outline
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FAQ
What language will the course be taught in and what level of English do I need to take part in an LEORON training program?
Most of our public courses are delivered in English language. You need to be proficient in English to be able to fully participate in the workshop and network with other delegates. For in-house courses we have the capability to train in Arabic, Dutch, German and Portuguese.
Are LEORON Public courses certified by an official body/organization?
LEORON Institute partners with 20+ international bodies and associations.We also award continuing professional development credits (CPE/PDUs) for:1. NASBA (National Association of State Boards of Accountancy) 2. Project Management Institute PDUs 3. CISI credits 4. GARP credits 5. HRCI recertification credits 6. SHRM recertification credits
What is the deadline for registering to a public course?
The deadline to register for a public course is 14 days before the course starts. Kindly note that occasionally we do accept late registrations as well, but this needs to be confirmed with the project manager of the training program or with our registration desk that can be reached at +1071 4 1075 5711 or [email protected].
What does the course fee cover?
The course fee covers a premium training experience in a 5-star hotel, learning materials, lunches & refreshments, and for some courses, the certification fee and membership with the accrediting bodies.
Does LEORON give discounts?
Yes, we can provide discounts for group bookings. If you would like to discuss a discount on a corporate level, we will be happy to talk to you.
Reviews
- Review:IAMM Internal Audit Maturity ModelIn recognition of their dedication and contribution supporting IKEA Saudi Arabia in arranging training programs during 2017 & 2018, looking forward for more development and exciting effort this year. On behalf of IKEA Saudi Arabia, THANK YOU!Dalal Kutbi
- Review:Certified Professional in Quality and Patient SafetyDating back to 2014, Mobily’s “LEORON” experience has grown from a single collaboration to a long-term partnership. We consider “LEORON” Institute as a strategic partner, whose contribution has been nothing but premium in equipping our staff with field-based knowledge and information. Past three years have resulted with an expanded collaboration with superior customer service and support. Best Regards,Turki S. Alsahaan
- Review:Certified Professional in Quality and Patient SafetySince the partnership was signed between BAE Systems Saudi Development & Training and LEORON in 2017, we have been working together to offer the Saudi market a complete portfolio of training solutions benefiting from the wide and extensive experience of both parties. Recognizing the great success of this partnership, we are looking for further collaborations in the future that will position both companies as one of the leading training providers in Saudi Arabia. We thank the LEORON team for their full cooperation and continuing support, and look forward to further success together in the years to come.Emad Alrajih
- Review:Certified Professional in Quality and Patient SafetyWe have been working with LEORON for the past two years and will be working with them again this upcoming year. The programs they delivered were fruitful and exciting and our organization has received positive feedback from the participants. What our organization aims to do is to provide at no cost training for all the private sector employees so that they may benefit from our offered programs in Innovation and Professional development. LEORON has helped us achieve this goal. We look forward to continuing this service and wish them the best of luck. Regards,Nasser M. Al-Subaie
