Level 7 QLS Endorsed Course with FREE Certificate | CPD & CiQ Accredited | 180 CPD Points | Lifetime Access
2 QLS Endorsed Course | CPD Certified | Free PDF + Hardcopy Certificates | 80 CPD Points | Lifetime Access
Duration 5 Days 30 CPD hours This course is intended for This intermediate and beyond level course is geared for experienced technical professionals in various roles, such as developers, data analysts, data engineers, software engineers, and machine learning engineers who want to leverage Scala and Spark to tackle complex data challenges and develop scalable, high-performance applications across diverse domains. Practical programming experience is required to participate in the hands-on labs. Overview Working in a hands-on learning environment led by our expert instructor you'll: Develop a basic understanding of Scala and Apache Spark fundamentals, enabling you to confidently create scalable and high-performance applications. Learn how to process large datasets efficiently, helping you handle complex data challenges and make data-driven decisions. Gain hands-on experience with real-time data streaming, allowing you to manage and analyze data as it flows into your applications. Acquire practical knowledge of machine learning algorithms using Spark MLlib, empowering you to create intelligent applications and uncover hidden insights. Master graph processing with GraphX, enabling you to analyze and visualize complex relationships in your data. Discover generative AI technologies using GPT with Spark and Scala, opening up new possibilities for automating content generation and enhancing data analysis. Embark on a journey to master the world of big data with our immersive course on Scala and Spark! Mastering Scala with Apache Spark for the Modern Data Enterprise is a five day hands on course designed to provide you with the essential skills and tools to tackle complex data projects using Scala programming language and Apache Spark, a high-performance data processing engine. Mastering these technologies will enable you to perform a wide range of tasks, from data wrangling and analytics to machine learning and artificial intelligence, across various industries and applications.Guided by our expert instructor, you?ll explore the fundamentals of Scala programming and Apache Spark while gaining valuable hands-on experience with Spark programming, RDDs, DataFrames, Spark SQL, and data sources. You?ll also explore Spark Streaming, performance optimization techniques, and the integration of popular external libraries, tools, and cloud platforms like AWS, Azure, and GCP. Machine learning enthusiasts will delve into Spark MLlib, covering basics of machine learning algorithms, data preparation, feature extraction, and various techniques such as regression, classification, clustering, and recommendation systems. Introduction to Scala Brief history and motivation Differences between Scala and Java Basic Scala syntax and constructs Scala's functional programming features Introduction to Apache Spark Overview and history Spark components and architecture Spark ecosystem Comparing Spark with other big data frameworks Basics of Spark Programming SparkContext and SparkSession Resilient Distributed Datasets (RDDs) Transformations and Actions Working with DataFrames Spark SQL and Data Sources Spark SQL library and its advantages Structured and semi-structured data sources Reading and writing data in various formats (CSV, JSON, Parquet, Avro, etc.) Data manipulation using SQL queries Basic RDD Operations Creating and manipulating RDDs Common transformations and actions on RDDs Working with key-value data Basic DataFrame and Dataset Operations Creating and manipulating DataFrames and Datasets Column operations and functions Filtering, sorting, and aggregating data Introduction to Spark Streaming Overview of Spark Streaming Discretized Stream (DStream) operations Windowed operations and stateful processing Performance Optimization Basics Best practices for efficient Spark code Broadcast variables and accumulators Monitoring Spark applications Integrating External Libraries and Tools, Spark Streaming Using popular external libraries, such as Hadoop and HBase Integrating with cloud platforms: AWS, Azure, GCP Connecting to data storage systems: HDFS, S3, Cassandra, etc. Introduction to Machine Learning Basics Overview of machine learning Supervised and unsupervised learning Common algorithms and use cases Introduction to Spark MLlib Overview of Spark MLlib MLlib's algorithms and utilities Data preparation and feature extraction Linear Regression and Classification Linear regression algorithm Logistic regression for classification Model evaluation and performance metrics Clustering Algorithms Overview of clustering algorithms K-means clustering Model evaluation and performance metrics Collaborative Filtering and Recommendation Systems Overview of recommendation systems Collaborative filtering techniques Implementing recommendations with Spark MLlib Introduction to Graph Processing Overview of graph processing Use cases and applications of graph processing Graph representations and operations Introduction to Spark GraphX Overview of GraphX Creating and transforming graphs Graph algorithms in GraphX Big Data Innovation! Using GPT and Generative AI Technologies with Spark and Scala Overview of generative AI technologies Integrating GPT with Spark and Scala Practical applications and use cases Bonus Topics / Time Permitting Introduction to Spark NLP Overview of Spark NLP Preprocessing text data Text classification and sentiment analysis Putting It All Together Work on a capstone project that integrates multiple aspects of the course, including data processing, machine learning, graph processing, and generative AI technologies.
This course prepares you for the JN0-104 exam and gives you an introduction to Junos OS and the functionality of Juniper devices. You will not only master the basics but also learn how to configure routing policies and maintain networking devices with the help of interesting activities.
Give a compliment to your career and take it to the next level. This Essential Management Skills for New Managers bundle will provide you with the essential knowledge to shine in your professional career. Whether you want to develop skills for your next job or elevate your skills for your next promotion, this Essential Management Skills for New Managers bundle will help you stay ahead of the pack. Throughout the Essential Management Skills for New Managers programme, it stresses how to improve your competency as a person in your chosen field while also outlining essential career insights in the relevant job sector. Along with this Essential Management Skills for New Managers course, you will get 10 premium courses, an originalhardcopy, 11 PDF certificates (Main Course + Additional Courses) Student ID card as gifts. This Essential Management Skills for New Managers Bundle Consists of the following Premium courses: Course 1: Management for Managers Course 2: Managerial Accounting Masterclass Course 3: Level 3- Project Management Course 4: Resourcing and Managing Talent Course Course 5: Employment Law Level 3 Course 6: Contract Manager Diploma Course 7: People Management Skills Level 3 Course 8: Performance Management Course 9: Compliance & Business Risk Management Course 10: Level 2 Microsoft Office Essentials Course 11: Sexual Harassment Awareness Training Enrol now in Essential Management Skills for New Managers to advance your career, and use the premium study materials from Apex Learning. The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Essential Management Skills for New Managers expertise and essential knowledge, which will assist you in reaching your goal. Moreover, you can learn from any place in your own time without travelling for classes. Course Curriculum: Course 1: Management for Managers Module 1: Understanding Management and Leadership Module 2: Leadership Theories Module 3: Improving Management and Leadership Performance Module 4: High-Performance Teams Module 5: Motivating Employees Module 6: Organisational Skills Module 7: Talent Management Module 8: Succession Planning Module 9: Business Process Management Module 10: Communication Skills Module 11: Negotiation Techniques Module 12: Managing Meetings and Giving Feedback Module 13: Managing Change Module 14: Time Management Module 15: Stress Management Module 16: Emotional Intelligence in Leadership Module 17: Managing Conflict Module 18: Dealing with Office Politics Module 19: Risk Management Module 20: Corporate Responsibility and Ethics Module 21:Microsoft Word, Excel, PowerPoint Certificate: PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) CPD 125 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Essential Management Skills for New Managers bundle. Requirements This Essential Management Skills for New Managers course has been designed to be fully compatible with tablets and smartphones. Career path Having this expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included
This course will help you understand the fundamentals of data analysis with Python and Pandas library.
Give a compliment to your career and take it to the next level. This Leadership and People Management bundle will provide you with the essential knowledge to shine in your professional career. Whether you want to develop skills for your next job or elevate your skills for your next promotion, this Leadership and People Management bundle will help you stay ahead of the pack. Throughout the Leadership and People Management programme, it stresses how to improve your competency as a person in your chosen field while also outlining essential career insights in the relevant job sector. Along with this Leadership and People Management course, you will get 10 premium courses, an original hardcopy, 11 PDF certificates (Main Course + Additional Courses) Student ID card as gifts. This Leadership and People Management Bundle Consists of the following Premium courses: Course 01: Leadership & Management Diploma Course 02: Team Building Masterclass Course 03: Leadership Skills for The Future Course 04: People Management Skills Level 3 Course 05: Equality and Diversity Course 06: Effective Communication Skills Diploma Course 07: Conflict Management Course 08: Change Management Level 3 Course 09: Motivation Skills Course 10: Dealing With Difficult People Training Course Course 11: Enrol now in Leadership and People Management to advance your career, and use the premium study materials from Apex Learning. The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Leadership and People Management expertise and essential knowledge, which will assist you in reaching your goal. Moreover, you can learn from any place in your own time without travelling for classes. Course Curriculum: Leadership & Management Diploma Understanding Management and Leadership Leadership Theories Improving Management and Leadership Performance High Performance Teams Motivating Employees Organisational Skills Talent Management Succession Planning Business Process Management Communication Skills Negotiation Techniques Managing Meetings and Giving Feedback Managing Change Time Management Stress Management Emotional Intelligence in Leadership Managing Conflict Dealing with Office Politics Risk Management Corporate Responsibility and Ethics And 10 more courses ... CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Leadership and People Management bundle. Requirements This Leadership and People Management course has been designed to be fully compatible with tablets and smartphones. Career path Having this expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included Cost of PDF Certificates is included in course price Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Leadership & Management Diploma) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.
24-Hour Knowledge Knockdown! Prices Reduced Like Never Before C++ is a versatile language essential for high-performance applications and game development. In the UK, the demand for skilled C++ programmers is projected to grow by 12% by 2027. This Advanced C++ Programming bundle equips you to tap into that demand, with a carefully curated selection of courses designed to take you from absolute beginner to confident C++ developer. With this Advanced C++ Programming course you will get 20 CPD Accredited PDF Certificates, Hard Copy Certificate of C++ Programming for Absolute Beginners and our exclusive student ID card absolutely free. Courses Are Included In This Advanced C++ Programming Bundle: Course 01: C++ Programming for Absolute Beginners Course 02: C++ Development: The Complete Coding Guide Course 03: Game Development using Cocos2d-x v3 C++ Course 04: Tic-Tac-Toe Clone - The Complete SFML C++ Game Course Course 05: Flappy Bird Clone: SFML C++ Game Course 06: C# Basics Course 07: C# Programming - Beginner to Advanced Course 08: Mastering SQL Programming Course 09: Python Programming Bible Course 10: Three.js & WebGL 3D Programming Course 11: Basics of WordPress: Create Unlimited Websites Course 12: MySql Masterclass Course 13: Stripe with C# Course 14: Coding Essentials - Javascript, ASP. Net, C# - Bonus HTML Course 15: Ultimate PHP & MySQL Web Development & OOP Coding Course 16: HTML Web Development Crash Course Course 17: CSS Web Development Course 18: Microsoft SQL Server Development for Everyone Course 19: Machine Learning with Python Course Course 20: Unreal Engine 4 for Beginners This comprehensive Advanced C++ Programming bundle empowers you to journey from C++ novice to game development pro. Learn from industry experts, build practical projects, and unlock advanced concepts. Master essential programming skills in C++, SFML, Cocos2d-x v3, SQL, Python, and 3D graphics, opening doors to exciting career opportunities. Don't miss this chance to elevate your career and skillset. Enrol in Advanced C++ Programming today and take the first step towards achieving your goals and dreams. Why buy this Advanced C++ Programming? Get a Free CPD Accredited Certificate upon completion of the course Get a free student ID card with this training program The course is affordable and simple to understand This course is entirely online, interactive lesson with voiceover audio Lifetime access to the course materials The training program comes with 24/7 tutor support Start your learning journey straightaway with our Advanced C++ Programming Training! Advanced C++ Programming premium bundle consists of 20 precisely chosen courses on a wide range of topics essential for anyone looking to excel in this field. Each segment of Advanced C++ Programming is meticulously designed to maximise learning and engagement, blending interactive content and audio-visual modules for a truly immersive experience. Certification of Advanced C++ Programming You have to complete the assignment given at the end of the Advanced C++ Programming 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 Advanced C++ Programming exam You will be entitled to claim a PDF & Hardcopy certificate accredited by CPD Quality standards completely free. CPD 200 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This bundle is ideal for: Students seeking mastery in this field Professionals seeking to enhance their skills Anyone who is passionate about this topic Requirements This Advanced C++ Programming doesn't require prior experience and is suitable for diverse learners. Career path This Advanced C++ Programming bundle will allow you to kickstart or take your career in the related sector to the next stage. Certificates CPD Accredited Digital certificate Digital certificate - Included CPD Accredited Hard copy certificate Hard copy certificate - Included If you are an international student, then you have to pay an additional 10 GBP for each certificate as an international delivery charge.
Description Fundamentals of Electric Vehicles Introducing the Fundamentals of Electric Vehicles Diploma, a comprehensive online course designed to equip learners with essential knowledge and skills in the rapidly growing field of electric vehicles (EVs). This course provides a thorough understanding of the critical components, systems, and technologies that make electric vehicles an increasingly attractive and sustainable transportation option. The Fundamentals of Electric Vehicles Diploma is tailored for individuals seeking a solid foundation in the various aspects of electric vehicle technology. Whether an automotive enthusiast, an engineering professional, or someone interested in pursuing a career in the EV industry, this course offers valuable insights and practical knowledge to help stay ahead in this dynamic and evolving sector. Starting with an Introduction to Electric Vehicles, learners will gain an overview of the history, types, and benefits of electric vehicles, as well as the key components and subsystems that enable their operation. The course will also delve into the Battery Technology for Electric Vehicles, providing an in-depth understanding of the different types of batteries, their chemistry, and the factors influencing their performance and lifespan. Electric Motors for Electric Vehicles is another essential topic covered in the Fundamentals of Electric Vehicles Diploma. Participants will explore various electric motor types, their working principles, and their applications in EVs. The course also covers Power Electronics for Electric Vehicles, addressing the critical role of power electronics in controlling and converting electrical energy in electric vehicle systems. A robust Charging Infrastructure for EVs is fundamental to their widespread adoption. This course thoroughly examines different charging technologies, their compatibility with various electric vehicles, and the challenges and opportunities in developing a comprehensive EV charging network. Furthermore, the course delves into Energy Management in Electric Vehicles, discussing strategies to optimise energy consumption and extend the driving range of EVs. The Fundamentals of Electric Vehicles Diploma also covers Thermal Management in Electric Vehicles, a crucial aspect of ensuring battery and motor performance, reliability, and longevity. Participants will learn about various thermal management techniques and their applications in electric vehicles. Vehicle Dynamics and Control in Electric Vehicles is another key topic, focusing on the unique challenges and opportunities in ensuring stability, handling, and ride comfort in electric vehicles. Design and Integration of Electric Drivetrains is an important aspect of developing efficient and high-performance electric vehicles. The course provides insights into the design and integration of drivetrain components, as well as their influence on overall vehicle performance. Finally, the Fundamentals of Electric Vehicles Diploma addresses Future Trends and Developments in Electric Vehicles, offering a forward-looking perspective on emerging technologies, market trends, and potential advancements in the EV industry. By completing the Fundamentals of Electric Vehicles Diploma, learners will have acquired a well-rounded understanding of electric vehicle technology, enabling them to contribute effectively to the EV industry or pursue further studies in this fascinating domain. Enrol today to start your journey towards becoming an expert in electric vehicle technology and help shape the future of sustainable transportation. What you will learn 1:Introduction to Electric Vehicles 2:Battery Technology for Electric Vehicles 3: Electric Motors for Electric Vehicles 4:Power Electronics for Electric Vehicles 5:Charging Infrastructure for EV 6:Energy Management in Electric Vehicles 7:Thermal Management in Electric Vehicles 8:Vehicle Dynamics and Control in Electric Vehicles 9:Design and Integration of Electric Drivetrains 10:Future Trends and Developments in Electric Vehicles Course Outcomes After completing the course, you will receive a diploma certificate and an academic transcript from Elearn college. Assessment Each unit concludes with a multiple-choice examination. This exercise will help you recall the major aspects covered in the unit and help you ensure that you have not missed anything important in the unit. The results are readily available, which will help you see your mistakes and look at the topic once again. If the result is satisfactory, it is a green light for you to proceed to the next chapter. Accreditation Elearn College is a registered Ed-tech company under the UK Register of Learning( Ref No:10062668). After completing a course, you will be able to download the certificate and the transcript of the course from the website. For the learners who require a hard copy of the certificate and transcript, we will post it for them for an additional charge.