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
Spanish is the fourth most spoken language in the world. Learning this language will help you communicate with more people and open new doors of opportunities both inside and outside the country. Learn the fundamentals of communicating in Spanish with the Mastering Spanish Language course. This course is the perfect place to start your Spanish learning journey. In this course, you will be introduced to the Spanish language basics. The course will teach how to greet in Spanish. Furthermore, you will learn the fundamentals of pronouns, adjectives, prepositions and other grammatical terms. The course will also show you the techniques of conjugating verbs with past, present and future tenses. By the end of this course, you will get a solid understanding of Spanish sentence structure. Here, you will learn a new language and get the chance to add significant value to your resume with a CPD- accredited certificate. Join now! Learning Outcomes Learn how to greet in Spanish Develop the skills to form nominal words and phrases Introduce yourself to Spanish pronouns, adjectives and prepositions Know the process of conjugating verbs with different tenses Enhance your understanding of basic Spanish sentences Certificate of Achievement After completing the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post. Method of Assessment At the end of the course, some assessment questions will be provided. In order to pass this exam, you must score at least 60%. When you submit the assessment, our team will examine it and deliver you feedback. Career path This course is designed to help you extant your knowledge and understanding of this sector. After completing the course, you will be able to explore career options such as Spanish Language Instructor Interpreter
This Access Course concentrates on using creative queries, to extract data from large data sets to get insight from your data and report it. Learn and explore various query techniques from where clauses, to aggregation, joins and more. This private style tuition helps to maximise the value you get from the day.
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48-Hour Knowledge Knockdown! Prices Reduced Like Never Before! Are you looking to improve your current abilities or make a career move? Our unique Intelligence Analyst Certification course might help you get there! Expand your expertise with high-quality training - study the Intelligence Analyst Certification course and get an expertly designed, great-value training experience. Learn from industry professionals and quickly equip yourself with the specific knowledge and skills you need to excel in your chosen career through theonline training course. The Intelligence Analyst Certification course is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. Upon successful completion of the Intelligence Analyst Certification course, an instant e-certificate will be exhibited in your profile that you can order as proof of your skills and knowledge. Add these amazing new skills to your resume and boost your employability by simply enrolling in this course. This Intelligence Analyst Certification training can help you to accomplish your ambitions and prepare you for a meaningful career. So, join us today and gear up for excellence! Why Prefer Us? Opportunity to earn a certificate accredited by CPDQS. Get a free student ID card!(£10 postal charge will be applicable for international delivery) Innovative and Engaging Content. Free Assessments 24/7 Tutor Support. Take a step toward a brighter future! *** Course Curriculum *** Here is the curriculum breakdown of the Intelligence Analyst Certification course: Intelligence Analyst Certification Course Module 01: Defining Intelligence Analysis Module 02: Development of Intelligence Analysis Module 03: The Intelligence Cycle Module 04: Critical Thinking and Structuring Module 05: Analysis Process and Best Practice Module 06: Intelligence and National Security Module 07: Legal Issues and Ethics Module 08: Your Role, Responsibilities, and Functions as an Analyst Assessment Process Once you have completed all the modules in the Intelligence Analyst Certification course, you can assess your skills and knowledge with an optional assignment. Certificate of Completion The learners have to complete the assessment of this Intelligence Analyst Certification course to achieve the CPDQS accredited certificate. Digital Certificate: £10 Hard Copy Certificate: £29 (Inside UK) Hard Copy Certificate: £39 (for international students) CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this Intelligence Analyst Certification course. This course is open to everybody. Requirements You will not need any prior background or expertise to enrol in this Intelligence Analyst course. Career path After completing this Intelligence Analyst course, you are to start your career or begin the next phase of your career. Certificates CPD Accredited Certificate Digital certificate - £10 CPD Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.
Capture stunning images with just your smartphone! This comprehensive online course, Smartphone Photography, unveils the secrets of transforming everyday moments into captivating photographs. From mastering the fundamentals of lighting to exploring advanced camera features and editing techniques, you'll discover how to create visually appealing images for personal use or social media success. Learning Outcomes: Understand the basics of smartphone photography and its potential. Explore lighting techniques to enhance your photos. Master your smartphone's camera modes and features. Adjust camera settings to achieve desired effects. Utilize add-on lenses for creative photography. Learn photography tricks and effects for unique shots. Discover editing tools and apps for enhancing your photos. Optimize your smartphone photography for Instagram success. Why buy this Smartphone Photography Online Course? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Smartphone Photography Online Course you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Smartphone Photography Online Course course is ideal for Photography enthusiasts eager to elevate their smartphone photography skills. Individuals looking to create compelling images for personal or social media use. Bloggers, influencers, and content creators seeking visually appealing content. Anyone interested in exploring the creative possibilities of smartphone photography. Prerequisites This Smartphone Photography Online Course 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 Social Media Influencer - Average Earnings: Varies widely based on followers and engagement. Photographer (Specializing in Smartphone Photography) - Average Earnings: £20,000 - £30,000 per year. Content Creator for Brands - Average Earnings: £25,000 - £35,000 per year. Freelance Photographer - Average Earnings: Varies based on projects and clients. Visual Marketing Specialist - Average Earnings: £25,000 - £35,000 per year. Course Curriculum Module 01: Introduction Introduction 00:32:00 Module 02: Smartphone Photography Basics Smartphone Photography Basics 00:31:00 Module 03: Lighting Lighting 00:21:00 Module 04:Camera Modes and Features Camera Modes and Features 00:31:00 Module 05: Camera Settings Camera Settings 00:33:00 Module 06: Using Add on Lenses Using Add on Lenses 00:26:00 Module 07: Photography Tricks and Effects Photography Tricks and Effects 00:19:00 Module 08: Editing Your Photos and Useful Photo Apps Editing Your Photos and Useful Photo Apps 00:32:00 Module 09: Smartphone Photography for Instagram Success Smartphone Photography for Instagram Success 00:27:00 Assignment Assignment - Smartphone Photography Online Course 00:00:00
Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special Quickbooks Online Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The Quickbooks Online Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Quickbooks Online Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Quickbooks Online Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Quickbooks Online? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Quickbooks Online 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 £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Quickbooks Online course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Quickbooks Online does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Quickbooks Online 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 As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Quickbooks Online is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Quickbooks Online Quickbooks Online - Unit 01 00:07:00 Quickbooks Online - Unit 02 00:05:00 Quickbooks Online - Unit 03 00:03:00 Quickbooks Online - Unit 04 00:16:00 Quickbooks Online - Unit 05 00:11:00 Quickbooks Online - Unit 06 00:06:00 Quickbooks Online - Unit 07 00:02:00 Quickbooks Online - Unit 08 00:07:00 Assignment Assignment - Quickbooks Online 00:00:00
Indulge your creativity and well-being with this immersive course that combines the art of soap making with the soothing power of aromatherapy. Dive into the fundamentals of crafting soap, exploring various methods and techniques. Learn the art of rebatching to perfect your creations and discover the world of solid shampoo making. Elevate your self-care routine with aromatherapy, harnessing the benefits of essential oils for a holistic sensory experience. Learning Outcomes: Master the basics of soap making, from ingredients to equipment. Explore different soap-making methods, including cold process and melt-and-pour. Learn how to rebatch soap to rectify errors and enhance your creations. Create personalized solid shampoos for eco-friendly hair care. Understand the properties and benefits of essential oils in aromatherapy. Discover the art of blending essential oils for various therapeutic effects. Explore aromatherapy practices for relaxation, mood enhancement, and stress relief. Gain insights into storing and preserving handmade bath products. Why buy this Soap Making and Aromatherapy? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Soap Making and Aromatherapy you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Soap Making and Aromatherapy course is ideal for Individuals interested in crafting their own soap and bath products. DIY enthusiasts seeking to incorporate aromatherapy into their self-care routines. Anyone looking to explore the creative world of soap making and aromatherapy. Those who value natural and eco-friendly personal care products. Prerequisites This Soap Making and Aromatherapy 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 Artisanal Soap Maker - Average Earnings: Variable, based on product sales and markets. Aromatherapist - Average Earnings: £20,000 - £30,000 per year. Eco-friendly Product Entrepreneur - Average Earnings: Variable, based on product range and demand. Handmade Bath Product Seller - Average Earnings: Variable, depending on sales and marketing efforts. Course Curriculum Soap Making and Aromatherapy Course Overview 00:05:00 Introduction to Soap Making 00:30:00 Methods of Making Soap 01:00:00 Rebatch Soap to Fix Mistakes 00:45:00 How to Make Solid Shampoo 00:30:00 How to Store Handmade Bath Products 01:00:00 Mock Exam Mock Exam - Soap Making and Aromatherapy 00:20:00 Final Exam Final Exam - Soap Making and Aromatherapy 00:20:00
Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special How to Analyse & Maximise Restaurant Profits Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The How to Analyse & Maximise Restaurant Profits Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This How to Analyse & Maximise Restaurant Profits Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This How to Analyse & Maximise Restaurant Profits Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this How to Analyse & Maximise Restaurant Profits? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the How to Analyse & Maximise Restaurant Profits 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 £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This How to Analyse & Maximise Restaurant Profits course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This How to Analyse & Maximise Restaurant Profits does not require you to have any prior qualifications or experience. You can just enrol and start learning.This How to Analyse & Maximise Restaurant Profits 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 As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This How to Analyse & Maximise Restaurant Profits is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Introduction Introduction 00:01:00 Introduction to F&B Operations 00:14:00 Restaurant Positioning & Designing Concepts 00:19:00 Menu Engineering Concepts Explained 00:11:00 Restaurant revenue Analysis Cover & Revenue Analysis 00:19:00 Menu Engineering Report Menu Engineering Report 00:12:00 Menu Engineering Example 00:08:00 Strategic Actions based on menu engineering report 00:13:00 Cost Analysis & Management Understanding and Analysing F&B Cost 00:13:00 Cost Analysis and Management (Video from our Live Workshop) 00:16:00 Assignment Assignment - How to Analyse & Maximise Restaurant Profits 00:00:00
24 Hours Left! Don't Let the Winter Deals Slip Away - Enrol Now! Want to know why people love most to drink coffee at a coffee shop? It's because of how the Barista creates latte art and their expert knowledge of the complexities of coffee, its roasts and flavour subtleties. You can think of baristas as the coffee equivalent of wine sommeliers. This Diploma in Barista Training at QLS Level 6 course is endorsed by The Quality Licence Scheme and accredited by CPD (with 150 CPD points) to make your skill development and career progression related to Barista substantial and easier than ever! This Barista Training can help you to accomplish your ambitions and prepare you for a meaningful career. So, join us today and gear up for excellence! Key Features of this Barista Training: Familiarise yourself with coffee trees and get to know a brief history of coffee. How to work in a fast-paced environment Learn about different coffee categories with specific taste and their sorting process. Comprehend the working principles of different kinds of espresso machines. Become an expert at making a coffee menu with variations. Learn all the fundamentals of behind the coffer bar - clothing, hygiene, workflow and more Acquire a solid comprehension of espresso machine cleaning and maintenance. Why Choose Our Barista Training Course: Opportunity to earn a certificate endorsed by the Quality Licence Scheme and another certificate accredited by CPD Get instant access to this Barista Training course. Learn Barista Training from anywhere in the world Barista Training is affordable and simple to understand Barista Training is entirely online, interactive lesson with voiceover audio Lifetime access to the Barista Training course materials Barista Training comes with 24/7 tutor support Barista Training Take a step toward a brighter future with our Barista Training Diploma. *** Course Curriculum of Barista Training *** Here is the curriculum breakdown of the Diploma in Barista Training: Introduction to Coffee (Barista Training ) Espresso Machine Espresso Grinder Introduction to Espresso & Espresso Mechanics Let's Wrap Up Milk Frothing Latte Art Menu Behind The Bar Assessment Process of Barista Training We offer an integrated assessment framework to make the process of evaluation and accreditation for learners easier. You have to complete the assignment questions given at the end of the Barista course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. After passing the Diploma in Barista Training at QLS Level 6 exam, you will be able to request a certificate with additional cost that has been endorsed by the Quality Licence Scheme. CPD 150 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this Barista Training course. This course is open to everybody. Requirements You will not need any prior background or expertise to enrol in this Barista Training course. Career path The Professional Barista Training course will boost your CV and aims to help you get the job or even the long-awaited promotion of your dreams. Barista Coffee Shop Manager Roaster Trainer Consultant Entrepreneur Certificates CPD Accredited Certificate Digital certificate - £10 Diploma in Barista Training at QLS Level 6 Hard copy certificate - £129 After successfully completing the Diploma in Barista Training at QLS Level 6 course, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - 129 GBP inside the UK 139 GBP (including postal fees) for international delivery CPD Accredited Certificate 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (international delivery)