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1178 Courses in Cardiff delivered Online

Entrepreneur Mindset Masterclass

By Study Plex

Highlights of the Course Course Type: Online Learning Duration: 2 hours 35 minutes Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Installment Plan on checkout What you will learn from this course? Gain comprehensive knowledge about early years foundation stage Understand the core competencies and principles of early years foundation stage Explore the various areas of early years foundation stage Know how to apply the skills you acquired from this course in a real-life context Become a confident and expert early years foundation stage teacher Entrepreneur Mindset Masterclass Course Master the skills you need to propel your career forward in business management and entrepreneurship. This course will equip you with the essential knowledge and skillset that will make you a confident entrepreneur or business manager and take your career to the next level. This comprehensive entrepreneur mindset course is designed to help you surpass your professional goals. The skills and knowledge that you will gain through studying this entrepreneur mindset course will help you get one step closer to your professional aspirations and develop your skills for a rewarding career. This comprehensive course will teach you the theory of effective business management and entrepreneurship practice and equip you with the essential skills, confidence and competence to assist you in the business management and entrepreneurship industry. You'll gain a solid understanding of the core competencies required to drive a successful career in business management and entrepreneurship. This course is designed by industry experts, so you'll gain knowledge and skills based on the latest expertise and best practices. This extensive course is designed for entrepreneur or business manager or for people who are aspiring to specialise in business management and entrepreneurship. Enrol in this entrepreneur mindset course today and take the next step towards your personal and professional goals. Earn industry-recognised credentials to demonstrate your new skills and add extra value to your CV that will help you outshine other candidates. Who is this Course for? This comprehensive entrepreneur mindset course is ideal for anyone wishing to boost their career profile or advance their career in this field by gaining a thorough understanding of the subject. Anyone willing to gain extensive knowledge on this business management and entrepreneurship can also take this course. Whether you are a complete beginner or an aspiring professional, this course will provide you with the necessary skills and professional competence, and open your doors to a wide number of professions within your chosen sector. Entry Requirements This entrepreneur mindset course has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone, as well as a reliable internet connection. Assessment This entrepreneur mindset course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Advance Your Career This entrepreneur mindset course will provide you with a fresh opportunity to enter the relevant job market and choose your desired career path. Additionally, you will be able to advance your career, increase your level of competition in your chosen field, and highlight these skills on your resume. Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Introduction Introduction 00:07:00 Importance of an Entrepreneural Mindset 00:04:00 Diciplined 00:04:00 Customer Focused 00:04:00 Open Minded 00:04:00 Strong People Skills 00:04:00 Leadership 00:04:00 Thinking Like An Entrepreneur 00:04:00 Decisiveness 00:04:00 Confidence 00:05:00 Accountability 00:04:00 Resilience 00:05:00 Humility 00:05:00 Growing With An Entrepreneurial Mindset 00:03:00 Revisit Your Vision On A Daily Basis 00:04:00 Put Yourself In Challenging Situations 00:05:00 Read On A Daily Basis 00:04:00 Approach Problems From All Sides 00:04:00 Always Be In Motion: Provide Value 00:04:00 Characteristics of Entrepreneural Mindset 00:04:00 Focus on Providing Value Instead of Creating Wealth 00:04:00 Long-term vision 00:03:00 Understanding the Power of Habits and Small Wins 00:04:00 Time Management and Prioritization 00:04:00 Money Management 00:04:00 Achieve Entrepreneurial Freedom 00:04:00 Acquire a Skill you Love 00:03:00 Create Things and Be Prepared to Fail (a lot) 00:03:00 Make big Asks 00:03:00 Network, network, network but how 00:03:00 Always Be Selling 00:03:00 Essential Parts of An Entrepreneurial Mindset 00:03:00 Passion First 00:03:00 Everything is Possible 00:04:00 100% Accountable 00:03:00 We Are Connected 00:04:00 The Time is Now 00:03:00 Review 00:01:00 Obtain Your Certificate Order Your Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

Entrepreneur Mindset Masterclass
Delivered Online On Demand
£19

Unstoppable Beast Confidence Course

4.8(9)

By Skill Up

Description In this course you'll be able to a different dimension of your life and learn some essential hacks which

Unstoppable Beast Confidence Course
Delivered Online On Demand2 hours 59 minutes
£25

Grow Your Business by Making an Online Community

By The Teachers Training

Overview News Writing: Journalism 101 Course is yet another 'Teacher's Choice' course from Teachers Training for a complete understanding of the fundamental topics. You are also entitled to exclusive tutor support and a professional CPD-accredited certificate in addition to the special discounted price for a limited time. Just like all our courses, this News Writing: Journalism 101 Course and its curriculum have also been designed by expert teachers so that teachers of tomorrow can learn from the best and equip themselves with all the necessary skills. Consisting of several modules, the course teaches you everything you need to succeed in this profession. The course can be studied part-time. You can become accredited within 05 Hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website. Why Choose Teachers Training Some of our website features are: This is a dedicated website for teaching 24/7 tutor support Interactive Content Affordable price Courses accredited by the UK's top awarding bodies 100% online Flexible deadline Entry Requirements No formal entry requirements. You need to have: Passion for learning A good understanding of the English language Be motivated and hard-working Over the age of 16. Certification CPD Certification from The Teachers Training Successfully completing the MCQ exam of this course qualifies you for a CPD-accredited certificate from The Teachers Training. You will be eligible for both PDF copy and hard copy of the certificate to showcase your achievement however you wish. You can get your digital certificate (PDF) for £4.99 only Hard copy certificates are also available, and you can get one for only £10.99 You can get both PDF and Hard copy certificates for just £12.99! The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs. Grow Your Business by Making an Online Community Lesson 01: Introduction to Building Online Communities 00:04:00 Lesson 02: A Bit About Maruxa Murphy 00:02:00 Lesson 03: Create a Strategic Foundation for Your Community 00:06:00 Lesson 04: Step 1 - The 3 V's - Vision, Voice and Values 00:05:00 Lesson 05: Step 2 - Create Experiential Value 00:02:00 Lesson 06: Step 3 - Your Profit Path 00:10:00 Lesson 07: Step 4 - The Offer 00:03:00 Lesson 08: Step 5 - Building Your Community 00:06:00 Lesson 09: Step 6 - Activate Your Community 00:04:00 Lesson 10: How Often Do I Post 00:02:00 Lesson 11: How Do I Staff My Community 00:02:00 Lesson 12: What are Some Awesome Content (and Post) Ideas 00:03:00 Lesson 13: Should I Consider Doing Live Events in My Community 00:02:00

Grow Your Business by Making an Online Community
Delivered Online On Demand51 minutes
£24.99

Microsoft Excel Course for Everyone - Complete Excel Course

By Course Cloud

Course Overview Become a trained professional from the safety and comfort of your own home by taking Microsoft Excel Course for Everyone - Complete Excel Course . Whatever your situation and requirements, One Education can supply you with professional teaching, gained from industry experts, and brought to you for a great price with a limited-time discount. One Education has been proud to produce an extensive range of best-selling courses, and Microsoft Excel Course for Everyone - Complete Excel Course is one of our best offerings. It is crafted specially to promote easy learning at any location with an online device. Each topic has been separated into digestible portions that can be memorised and understood in the minimum of time.  Teaching and training are more than just a job for the staff at One Education; we take pride in employing those who share our vision for e-learning and its importance in today's society. To prove this, all learning materials for each course are available for at least one year after the initial purchase. All of our tutors and IT help desk personnel are available to answer any questions regarding your training or any technical difficulties.  By completing Microsoft Excel Course for Everyone - Complete Excel Course, you will have automatically earnt an e-certificate that is industry-recognised and will be a great addition to your competencies on your CV. Whatever your reason for studying Microsoft Excel Course for Everyone - Complete Excel Course, make the most of this opportunity from One Education and excel in your chosen field. Please be aware that there are no hidden fees, no sudden exam charges, and no other kind of unexpected payments. All costs will be made very clear before you even attempt to sign up.  This best selling Microsoft Excel Course for Everyone - Complete Excel Course has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Microsoft Excel Course for Everyone - Complete Excel Course is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Microsoft Excel Course for Everyone - Complete Excel Course is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Microsoft Excel Course for Everyone - Complete Excel Course is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Microsoft Excel Course for Everyone - Complete Excel Course, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Microsoft Excel Course for Everyone - Complete Excel Course will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Microsoft Excel Course for Everyone - Complete Excel Course to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device.  Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.

Microsoft Excel Course for Everyone - Complete Excel Course
Delivered Online On Demand
£25

Business Analysis Practice Course - BCS Practitioner

5.0(12)

By Duco Digital Training

Thinking about a career in Business Analysis? The BCS Practitioner Certificate in Business Analysis has been designed to provide valuable learning for those in roles such as business analyst, business architect, business systems analyst, data analyst, enterprise analyst, management consultant, process analyst, product manager, product owner, project manager, and systems analyst.

Business Analysis Practice Course - BCS Practitioner
Delivered Online On Demand18 hours
£950

Advanced Diploma in Quality Management and Strategic Training - ISO 9001 at QLS Level 7

4.5(3)

By Studyhub UK

In today's competitive landscape, the imperative to enhance organisational performance has never been greater. At the heart of this quest lies the mastery of Quality Management Systems (QMS) and strategic training, essential for any entity aiming to outshine its competitors. Our 'Advanced Diploma in Quality Management and Strategic Training - ISO 9001 at QLS Level 7' course is meticulously crafted to arm participants with the knowledge and tools necessary to implement and manage an effective QMS. It intertwines the principles of Total Quality Management (TQM) with the nuances of managing a quality service, ensuring a holistic understanding that transcends traditional management practices. Through a deep dive into critical definitions, the course unfolds the fabric of quality management, elucidating the roles and responsibilities within a QMS. It adeptly covers the major changes in the field, incorporating the latest trends in financial data quality management and the strategic aspects of quality management systems. This course is not just about theory; it's an invitation to explore the practicalities of setting and achieving quality objectives, evaluating performance, and utilising helpful tools to ensure continuous improvement. Embarking on this journey, learners will uncover the qualities of a good manager and the strategic training necessary for excellence. The curriculum is designed to foster an environment where managing a quality service becomes second nature, preparing participants for a myriad of quality manager jobs. With a focus on the process approach and the context of the organisation, this course is a beacon for those seeking to elevate their career to new heights in quality management. Learning Outcomes: Understand the foundation and application of quality management systems and TQM principles within an organisation. Gain insights into effective strategies for managing a quality service and enhancing financial data quality management. Learn the essential qualities of a good manager and the role of strategic training in achieving organisational excellence. Master the process approach to QMS and how to set, achieve, and evaluate quality objectives effectively. Acquire the knowledge to navigate major changes in quality management and utilise helpful tools for continuous improvement. Why buy this Advanced Diploma in Quality Management and Strategic Training - ISO 9001 at QLS Level 7? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Advanced Diploma in Quality Management and Strategic Training - ISO 9001 at QLS Level 7 for? Individuals aspiring to pursue a career in quality management. Current managers seeking to enhance their strategic training and management skills. Professionals responsible for implementing and maintaining QMS in their organizatiorganisationsnterested in understanding the intricacies of ISO 9001 and its application. Learners aiming to acquire a comprehensive understanding of performance evaluation within QMS. Prerequisites This Advanced Diploma in Quality Management and Strategic Training - ISO 9001 at QLS Level 7 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Advanced Diploma in Quality Management and Strategic Training - ISO 9001 at QLS Level 7 was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Quality Manager: £35,000 - £60,000 Per Annum QMS Specialist: £30,000 - £50,000 Per Annum Process Improvement Manager: £40,000 - £65,000 Per Annum Quality Assurance Director: £50,000 - £80,000 Per Annum Quality Systems Auditor: £25,000 - £45,000 Per Annum Strategic Quality Planner: £45,000 - £70,000 Per Annum Certification After studying the course materials of the Advanced Diploma in Quality Management and Strategic Training - ISO 9001 at QLS Level 7 there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99. Original Hard Copy certificates need to be ordered at an additional cost of £8. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £135 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Course Structure Course Structure 00:07:00 Critical Definitions What is Quality 00:02:00 What is ISO 00:08:00 What is a System - Management System 00:02:00 What is Policy - Quality Policy 00:06:00 What is Vision, Mission & Strategy 00:03:00 QA Vs QC 00:06:00 Effectiveness Vs Efficiency 00:06:00 Verification Vs Validation 00:11:00 Conformity Vs Nonconformity Vs Defect 00:04:00 Correction Vs Corrective Action Vs Preventive Action 00:08:00 Risk & Preventive Action 00:06:00 What is Competence 00:03:00 What is the Context of the Organization 00:05:00 Who are the Interested parties 00:03:00 What are the Needs & expectations 00:05:00 Management System Requirements 00:01:00 Who is a customer 00:02:00 What is Customer Satisfaction 00:06:00 Product Vs Service Vs Process 00:05:00 Document Vs Record 00:06:00 What is Customer Complaint 00:02:00 Measuring Vs Monitoring Vs Performance 00:02:00 Who is Responsible Who is Responsible 00:12:00 Responsibility Vs Accountability 00:02:00 Quality Management Principles Quality Management Principles 00:17:00 Major Changes ISO 9001:2015 Core Concepts 00:08:00 Major terminology Differences 00:04:00 Documented Information 00:07:00 Major changes - Organizational Knowledge 00:05:00 Major changes - Risk Based Thinking 00:06:00 Process Approach Process Approach Concept-1 00:04:00 What is PDCA 00:05:00 Process Approach Concept-2 00:03:00 Process Approach in ISO 9001:2015 00:04:00 Key Benefits 00:07:00 PDCA in ISO 9001 2015 00:10:00 Context of the Organization Understanding the Organization and its Context 00:08:00 Internal & External issues 00:03:00 SWOT Analysis 00:06:00 Interested Parties & their Needs & Expectations 00:03:00 KANO Model 00:10:00 Understanding the context - Summary 00:08:00 Choosing your Strategic Objective 00:05:00 Strategic Map Examples-1 00:03:00 Strategic Planning Process 00:06:00 What is a Vision 00:06:00 How to Create a Vision Statement 00:08:00 What is a Mission 00:06:00 SMART GOAL 00:06:00 SMART Goal Example 00:04:00 Strategic Map Examples-2 00:10:00 Context Chapter Summary 00:07:00 Quality Objectives Quality Objectives & Planning 00:05:00 ISO & SMART 00:02:00 Objectives Origin 00:06:00 Objectives Examples 00:07:00 Goal Vs Objective-1 00:07:00 Goal Vs Objective Example 00:02:00 Goal Vs Objective-2 00:10:00 Performance Evaluation Performance Evaluation in ISO 9001:2015 00:10:00 Customer Satisfaction 00:06:00 Analysis & Evaluation 00:12:00 Key Performance Indicators 00:08:00 Dashboard Examples 00:07:00 Management Review Meetings 00:11:00 Improvement 00:16:00 Nonconformity & Corrective Action 00:06:00 Nonconformity & Corrective Action Example 00:06:00 Nonconformity & Corrective Action Origin 00:06:00 Continual Improvement 00:01:00 Analysis Mindset 00:09:00 Quantitative Vs Qualitative 00:16:00 Now What Now What? 00:11:00 Course Summary 00:10:00 Helpful Tools SIPOC 00:06:00 Flowcharts 00:04:00 Control Charts 00:04:00 Cause and Effect Diagram 00:06:00 Pareto Chart 00:07:00 5 WHYs 00:03:00 Other Tools 00:08:00 Finally! 00:01:00 See you soon Bonus Lecture 00:02:00 Assignment Assignment - Advanced Diploma in Quality Management and Strategic Training - ISO 9001 at QLS Level 7 04:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

Advanced Diploma in Quality Management and Strategic Training - ISO 9001 at QLS Level 7
Delivered Online On Demand12 hours 37 minutes
£10.99

Complete Guideline of a Football Referee

4.8(9)

By Skill Up

Calling all football fans! Become a qualified football referee and take your love of the game to the next level. Our course covers everything you need to know, from the laws of the game to practical guidelines and the latest changes.

Complete Guideline of a Football Referee
Delivered Online On Demand1 hour 23 minutes
£25

Weight Loss in 14 Days - Nourish Your Soul

4.8(9)

By Skill Up

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

Weight Loss in 14 Days - Nourish Your Soul
Delivered Online On Demand2 hours 3 minutes
£25

The Hot Cinematography Course + INTRO to Directing

4.0(1)

By JJFILMworks London Ltd Film School

Course Overview: This course provides in-depth knowledge of cinematography and directing, including the use of different cameras, lighting setups, metering techniques, and creative direction. Students will learn to master key elements of production and post-production processes. Hourly Session Breakdown: 8 one-hour sessions on Skype.

The Hot Cinematography Course + INTRO to Directing
Delivered OnlineFlexible Dates
£449 to £850

Machine Learning Essentials for Scala Developers (TTML5506-S)

By Nexus Human

Duration 3 Days 18 CPD hours This course is intended for This course is geared for experienced Scala developers who are new to the world of machine learning and are eager to expand their skillset. Professionals such as data engineers, data scientists, and software engineers who want to harness the power of machine learning in their Scala-based projects will greatly benefit from attending. Additionally, team leads and technical managers who oversee Scala development projects and want to integrate machine learning capabilities into their workflows can gain valuable insights from this course Overview Working in a hands-on learning environment led by our expert instructor you'll: Grasp the fundamentals of machine learning and its various categories, empowering you to make informed decisions about which techniques to apply in different situations. Master the use of Scala-specific tools and libraries, such as Breeze, Saddle, and DeepLearning.scala, allowing you to efficiently process, analyze, and visualize data for machine learning projects. Develop a strong understanding of supervised and unsupervised learning algorithms, enabling you to confidently choose the right approach for your data and effectively build predictive models Gain hands-on experience with neural networks and deep learning, equipping you with the know-how to create advanced applications in areas like natural language processing and image recognition. Explore the world of generative AI and learn how to utilize GPT-Scala for creative text generation tasks, broadening your skill set and making you a more versatile developer. Conquer the realm of scalable machine learning with Scala, learning the secrets to tackling large-scale data processing and analysis challenges with ease. Sharpen your skills in model evaluation, validation, and optimization, ensuring that your machine learning models perform reliably and effectively in any situation. Machine Learning Essentials for Scala Developers is a three-day course designed to provide a solid introduction to the world of machine learning using the Scala language. Throughout the hands-on course, you?ll explore a range of machine learning algorithms and techniques, from supervised and unsupervised learning to neural networks and deep learning, all specifically crafted for Scala developers. Our expert trainer will guide you through real-world, focused hands-on labs designed to help you apply the knowledge you gain in real-world scenarios, giving you the confidence to tackle machine learning challenges in your own projects. You'll dive into innovative tools and libraries such as Breeze, Saddle, DeepLearning.scala, GPT-Scala (and Generative AI with Scala), and TensorFlow-Scala. These cutting-edge resources will enable you to build and deploy machine learning models for a wide range of projects, including data analysis, natural language processing, image recognition and more. Upon completing this course, you'll have the skills required to tackle complex projects and confidently develop intelligent applications. You?ll be able to drive business outcomes, optimize processes, and contribute to innovative projects that leverage the power of data-driven insights and predictions. Introduction to Machine Learning and Scala Learning Outcome: Understand the fundamentals of machine learning and Scala's role in this domain. What is Machine Learning? Machine Learning with Scala: Advantages and Use Cases Supervised Learning in Scala Learn the basics of supervised learning and how to apply it using Scala. Supervised Learning: Regression and Classification Linear Regression in Scala Logistic Regression in Scala Unsupervised Learning in Scala Understand unsupervised learning and how to apply it using Scala. Unsupervised Learning:Clustering and Dimensionality Reduction K-means Clustering in Scala Principal Component Analysis in Scala Neural Networks and Deep Learning in Scala Learning Outcome: Learn the basics of neural networks and deep learning with a focus on implementing them in Scala. Introduction to Neural Networks Feedforward Neural Networks in Scala Deep Learning and Convolutional Neural Networks Introduction to Generative AI and GPT in Scala Gain a basic understanding of generative AI and GPT, and how to utilize GPT-Scala for natural language tasks. Generative AI: Overview and Use Cases Introduction to GPT (Generative Pre-trained Transformer) GPT-Scala: A Library for GPT in Scala Reinforcement Learning in Scala Understand the basics of reinforcement learning and its implementation in Scala. Introduction to Reinforcement Learning Q-learning and Value Iteration Reinforcement Learning with Scala Time Series Analysis using Scala Learn time series analysis techniques and how to apply them in Scala. Introduction to Time Series Analysis Autoregressive Integrated Moving Average (ARIMA) Models Time Series Analysis in Scala Natural Language Processing (NLP) with Scala Gain an understanding of natural language processing techniques and their application in Scala. Introduction to NLP: Techniques and Applications Text Processing and Feature Extraction NLP Libraries and Tools for Scala Image Processing and Computer Vision with Scala Learn image processing techniques and computer vision concepts with a focus on implementing them in Scala. Introduction to Image Processing and Computer Vision Feature Extraction and Image Classification Image Processing Libraries for Scala Model Evaluation and Validation Understand the importance of model evaluation and validation, and how to apply these concepts using Scala. Model Evaluation Metrics Cross-Validation Techniques Model Selection and Tuning in Scala Scalable Machine Learning with Scala Learn how to handle large-scale machine learning problems using Scala. Challenges of Large-Scale Machine Learning Data Partitioning and Parallelization Distributed Machine Learning with Scala Machine Learning Deployment and Production Understand the process of deploying machine learning models into production using Scala. Deployment Challenges and Best Practices Model Serialization and Deserialization Monitoring and Updating Models in Production Ensemble Learning Techniques in Scala Discover ensemble learning techniques and their implementation in Scala. Introduction to Ensemble Learning Bagging and Boosting Techniques Implementing Ensemble Models in Scala Feature Engineering for Machine Learning in Scala Learn advanced feature engineering techniques to improve machine learning model performance in Scala. Importance of Feature Engineering in Machine Learning Feature Scaling and Normalization Techniques Handling Missing Data and Categorical Features Advanced Optimization Techniques for Machine Learning Understand advanced optimization techniques for machine learning models and their application in Scala. Gradient Descent and Variants Regularization Techniques (L1 and L2) Hyperparameter Tuning Strategies

Machine Learning Essentials for Scala Developers (TTML5506-S)
Delivered OnlineFlexible Dates
Price on Enquiry