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Scala is doubtless one of the most in-demand skills for data scientists and data engineers. This competitive course will teach you the essential concepts and methodologies of Scala with a lot of practical implementations.

Learn and master Excel 2019 by learning advanced functions and formulas

Begin your machine learning journey by learning all about linear regression, logistic regression, and cluster analysis

Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now Give a compliment to your career and take it to the next level. This Detective will provide you with the essential knowledge and skills required to shine in your professional career. Whether you want to develop skills for your next job or want to elevate skills for your next promotion, this Detective will help you keep ahead of the pack. The Detective incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can reinforce your professional skills and essential knowledge, reaching out to the level of expertise required for your position. Further, this Detective will add extra value to your resume to stand out to potential employers. Throughout the programme, it stresses how to improve your competency as a person in your profession while at the same time it outlines essential career insights in this job sector. Consequently, you'll strengthen your knowledge and skills; on the other hand, see a clearer picture of your career growth in future. By the end of the Detective, you can equip yourself with the essentials to keep you afloat into the competition. Along with this Detective course, you will get 10 other premium courses. Also, you will get an original Hardcopy and PDF certificate for the title course and a student ID card absolutely free. This Detective Bundle Consists of the following Premium courses: Course 01: Private Detective Training Course 02: Criminal Intelligence and Crime Analysis Complete Diploma Course 03: Computer Hacking Forensic Investigator Course 04: Emotional Intelligence and Human Behaviour Course 05: Criminal Law Course 06: Certificate in Anti Money Laundering (AML) Course 07: Financial Investigator Course 08: Domestic Violence and Abuse Awareness - Level 2 Course 09: Diploma in Substance Misuse Course 10: First Aid at Work Course 11: Professional Photography Diploma As one of the top course providers in the UK, we're committed to providing you with the best educational experience possible. Our industry experts have designed the Detective to empower you to learn all at once with accuracy. You can take the course at your own pace - anytime, from anywhere. So, enrol now to advance your career! Benefits you'll get choosing Apex Learning for this Detective: One payment, but lifetime access to 11 CPD courses Certificate, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But this Fall, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. Curriculum of Detective Bundle Course 01: Private Detective Training An Introduction to the Concept of Being a Private Detective Private Investigation Process Classification of Crime Starting an Investigation Crime Scene Investigation and Photography (Part 1) Crime Scene Investigation and Photography (Part 2) Evidence Collection Locating Missing People Interview and Interrogation Techniques Methods of identification and Sources of information Fingerprint Verification Handwriting Examination Linking and Surveillance of Suspect Counter-Espionage & Counter-Surveillance Domestic Investigation and Types Basic Operations of Firearms Preparing Case Report Code of Ethics Operating a Private Investigation Business Course 02: Criminal Intelligence and Crime Analysis Complete Diploma Introduction to Intelligence Analysis Criminal Intelligence Analysis Criminal Intelligence Analyst - Skills and Competencies Understanding Criminal Psychology Research Methods in Crime Analysis Decision Making in Criminal Intelligence Analysis Intelligence-Led Policing Counterterrorism and Criminal Intelligence Analysis Technology in Criminal Intelligence Analysis The Criminal Justice System in England and Wales Course 03: Computer Hacking Forensic Investigator Overview Overview Reconnaissance Protocols Windows Hacking Attacking Web Technologies Pen Testing Wireless Networks Forensic Investigation Examination and Analysis Protocols Digital Evidence Artifacts Other Forensics Incident Handling Course 04: Emotional Intelligence and Human Behaviour Human Behaviour and Basic Psychological Process Evolutionary Perspective of Human Behaviour Human Intelligence Intelligence Test and Variations in Intelligence Learning and Conditioning Language and Communication Introduction to Emotion Emotion Influences Cognition Stress, Anger and Conflict Emotional Intelligence Self-Leadership Neuro-Linguistic Programming (NLP) Course 05: Criminal Law Introduction to Criminal Law Elements of a Crime Incitement, Conspiracy and Attempt Accomplice Crime Prevention The Police Prosecution, Caution and Diversion Youth Justice The Trial Sentencing Process Homicide Offences against Person Sexual Offences Theft Blackmail, Robbery & Burglary White-Collar Crime Terrorism & Law Property Offences Cybercrime & Piracy Prisons Probation Service War Crimes Course 06: Certificate in Anti Money Laundering (AML) Introduction to Money Laundering Proceeds of Crime Act 2002 Development of Anti-Money Laundering Regulation Responsibility of the Money Laundering Reporting Office Risk-based Approach Customer Due Diligence Record Keeping Suspicious Conduct and Transactions Awareness and Training Course 07: Financial Investigator Introduction to Financial Investigator Introduction to Financial Investigation Characteristics of Financial Crimes Categories of Financial Crimes Financial Crime Response Plan Collecting, Preserving and Gathering Evidence Laws against Financial Fraud Course 08: Domestic Violence and Abuse Awareness - Level 2 Introduction to Domestic Violence & Abuse The Components of Domestic Violence The Impact of Domestic Violence on Victims The Impact of Domestic Violence and Abuse on Children Assessing the Risks of Domestic Violence and Abuses on Children Supporting the Victim and Reporting Incidents Record Keeping Domestic Violence and Abuse Legislation in the UK Course 09: Diploma in Substance Misuse Substance Misuse and Outreach Worker Substances: Drugs, Alcohol and Others Abuses of Substance Misuse Why People Use Drug and Alcohol? The Nature of Substance Misuse: Biological, Psychological and Social Perspectives Understand Possible Causes of Substance and Drug Abuse Implementing Substance Use Policy Effects of Drugs on the Body and Mind Enhancing Assessment and Treatment of Substance Misuse Health Consideration Specific Treatment Situations Substance Misusers: Children Risk Factors Pharmacological Agents Used in the Management of Substance Misuse Problems Planning and Implementing a Practice Improvement Subject Prevention and Awareness Substance Use Capabilities Across All Level of Social Work Career Consultancy Course 10: First Aid at Work Introduction to Workplace First Aid Legal Framework for Workplace First Aid Incident Management at Work Primary Survey Secondary Survey Basic First-Aid Techniques Dealing With Fractures and Dislocations Secondary Illness Loss of Responsiveness and CPR Secondary Illness Breathing Problems Secondary Illnesses and Injuries Dealing with Minor Injuries at the Workplace Call for an Emergency Course 11: Professional Photography Diploma Introduction Exposure Digital Photography Masterclass Focus and Depth of Field Camera Anatomy White Balance and Color Lighting Mobile Photography Equipment - Cameras Equipment - Lenses Equipment - Accessories Photo Scenario - Portrait Photo Scenario - Long Exposure Photo Scenario - Landscape Photo Scenario - Product Photo Scenario - Low Light Photo Scenario - Sports & Action Photo Scenario - Macro Photo Scenario - Street & Architecture Photo Scenario - Events Photo Scenario - Aerial Photo Scenario - Night Intro to Photo Editing Photoshop CC Lightroom Classic CC Lightroom CC Mac Photos Google Photos Photoshop Express Snapseed Sharing Your Photos Starting a Photo Business Selling Stock Photos Printing Wildlife Conclusion CPD 125 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Detective bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this course. Students can take this course to gather professional knowledge besides their study or for the future. Requirements Our Detective is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various expertise will increase the value in your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Private Detective Training) 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.

Implement machine learning-based clustering and classification in Python for pattern recognition and data analysis

Python Data Analytics with Python using Numpy, Pandas, Dataframes. Most attendees are in-work Data Professional. Private individuals are very welcome. Our Style: Hands-on, Practical Location: Online, Instructor-led

In this course, we will learn about the future's technology called WebRTC by building two real-world chat applications. We will learn what is WebRTC, why it is important, how it works, and cover the different protocols used in WebRTC. A basic understanding of HTML, CSS, and JavaScript is required.

Duration 5 Days 30 CPD hours This course is intended for Entry- to mid-level network engineers Network administrators Network support technicians Help desk technicians Overview After taking this training, you should be able to: Illustrate the hierarchical network design model and architecture using the access, distribution, and core layers Compare and contrast the various hardware and software switching mechanisms and operation while defining the Ternary Content Addressable Memory (TCAM) and Content Addressable Memory (CAM) along with process switching, fast switching, and Cisco Express Forwarding concepts Troubleshoot Layer 2 connectivity using VLANs and trunking Implement redundant switched networks using Spanning Tree Protocol Troubleshoot link aggregation using Etherchannel Describe the features, metrics, and path selection concepts of Enhanced Interior Gateway Routing Protocol (EIGRP) Implement and optimize Open Shortest Path First (OSPF)v2 and OSPFv3, including adjacencies, packet types and areas, summarization, and route filtering for IPv4 and IPv6 Implement External Border Gateway Protocol (EBGP) interdomain routing, path selection, and single and dual-homed networking Implement network redundancy using protocols such as Hot Standby Routing Protocol (HSRP) and Virtual Router Redundancy Protocol (VRRP) Implement internet connectivity within Enterprise using static and dynamic Network Address Translation (NAT) Describe the virtualization technology of servers, switches, and the various network devices and components Implement overlay technologies such as Virtual Routing and Forwarding (VRF), Generic Routing Encapsulation (GRE), VPN, and Location Identifier Separation Protocol (LISP) Describe the components and concepts of wireless networking, including Radio Frequency (RF) and antenna characteristics, and define the specific wireless standards Describe the various wireless deployment models available, including autonomous Access Point (AP) deployments and cloud-based designs within the centralized Cisco Wireless LAN Controller (WLC) architecture Describe wireless roaming and location services The Implementing and Operating Cisco Enterprise Network Core Technologies (ENCOR) v1.3 training gives you the knowledge and skills needed to install, configure, operate, and troubleshoot an enterprise network and introduces you to overlay network design by using SD-Access and SD-WAN solutions. You?ll also learn to understand and implement security principles and automation and programmability within an enterprise network. Course Outline Examining Cisco Enterprise Network Architecture Exploring Cisco Switching Paths Implementing Campus LAN Connectivity Building Redundant Switched Topology Implementing Layer 2 Port Aggregation Understanding EIGRP Implementing OSPF Optimizing OSPF Exploring EBGP Implementing Network Redundancy Implementing NAT Introducing Virtualization Protocols and Techniques Understanding Virtual Private Networks and Interfaces Understanding Wireless Principles Examining Wireless Deployment Options Understanding Wireless Roaming and Location Services Examining Wireless AP Operation Implementing Wireless Client Authentication Troubleshooting Wireless Client Connectivity Implementing Network Services Using Network Analysis Tools Implementing Infrastructure Security Implementing Secure Access Control Discovering the Basics of Python Programming Discovering Network Programmability Protocols Implementing Layer 2 Port Aggregation Discovering Multicast Protocols Understanding QoS Exploring Enterprise Network Security Architecture Exploring Automation and Assurance Using Cisco DNA Center Examining the Cisco SD-Access Solution Understanding the Working Principles of the Cisco SD-WAN Solution

Duration 5 Days 30 CPD hours This course is intended for This course is designed for business professionals who leverage data to address business issues. The typical student in this course will have several years of experience with computing technology, including some aptitude in computer programming. However, there is not necessarily a single organizational role that this course targets. A prospective student might be a programmer looking to expand their knowledge of how to guide business decisions by collecting, wrangling, analyzing, and manipulating data through code; or a data analyst with a background in applied math and statistics who wants to take their skills to the next level; or any number of other data-driven situations. Ultimately, the target student is someone who wants to learn how to more effectively extract insights from their work and leverage that insight in addressing business issues, thereby bringing greater value to the business. Overview In this course, you will learn to: Use data science principles to address business issues. Apply the extract, transform, and load (ETL) process to prepare datasets. Use multiple techniques to analyze data and extract valuable insights. Design a machine learning approach to address business issues. Train, tune, and evaluate classification models. Train, tune, and evaluate regression and forecasting models. Train, tune, and evaluate clustering models. Finalize a data science project by presenting models to an audience, putting models into production, and monitoring model performance. For a business to thrive in our data-driven world, it must treat data as one of its most important assets. Data is crucial for understanding where the business is and where it's headed. Not only can data reveal insights, it can also inform?by guiding decisions and influencing day-to-day operations. This calls for a robust workforce of professionals who can analyze, understand, manipulate, and present data within an effective and repeatable process framework. In other words, the business world needs data science practitioners. This course will enable you to bring value to the business by putting data science concepts into practice Addressing Business Issues with Data Science Topic A: Initiate a Data Science Project Topic B: Formulate a Data Science Problem Extracting, Transforming, and Loading Data Topic A: Extract Data Topic B: Transform Data Topic C: Load Data Analyzing Data Topic A: Examine Data Topic B: Explore the Underlying Distribution of Data Topic C: Use Visualizations to Analyze Data Topic D: Preprocess Data Designing a Machine Learning Approach Topic A: Identify Machine Learning Concepts Topic B: Test a Hypothesis Developing Classification Models Topic A: Train and Tune Classification Models Topic B: Evaluate Classification Models Developing Regression Models Topic A: Train and Tune Regression Models Topic B: Evaluate Regression Models Developing Clustering Models Topic A: Train and Tune Clustering Models Topic B: Evaluate Clustering Models Finalizing a Data Science Project Topic A: Communicate Results to Stakeholders Topic B: Demonstrate Models in a Web App Topic C: Implement and Test Production Pipelines

Duration 1 Days 6 CPD hours This course is intended for This course is intended for: Developers responsible for developing Deep Learning applications Developers who want to understand concepts behind Deep Learning and how to implement a Deep Learning solution on AWS Overview This course is designed to teach you how to: Define machine learning (ML) and deep learning Identify the concepts in a deep learning ecosystem Use Amazon SageMaker and the MXNet programming framework for deep learning workloads Fit AWS solutions for deep learning deployments In this course, you?ll learn about AWS?s deep learning solutions, including scenarios where deep learning makes sense and how deep learning works. You?ll learn how to run deep learning models on the cloud using Amazon SageMaker and the MXNet framework. You?ll also learn to deploy your deep learning models using services like AWS Lambda while designing intelligent systems on AWS. Module 1: Machine learning overview A brief history of AI, ML, and DL The business importance of ML Common challenges in ML Different types of ML problems and tasks AI on AWS Module 2: Introduction to deep learning Introduction to DL The DL concepts A summary of how to train DL models on AWS Introduction to Amazon SageMaker Hands-on lab: Spinning up an Amazon SageMaker notebook instance and running a multi-layer perceptron neural network model Module 3: Introduction to Apache MXNet The motivation for and benefits of using MXNet and Gluon Important terms and APIs used in MXNet Convolutional neural networks (CNN) architecture Hands-on lab: Training a CNN on a CIFAR-10 dataset Module 4: ML and DL architectures on AWS AWS services for deploying DL models (AWS Lambda, AWS IoT Greengrass, Amazon ECS, AWS Elastic Beanstalk) Introduction to AWS AI services that are based on DL (Amazon Polly, Amazon Lex, Amazon Rekognition) Hands-on lab: Deploying a trained model for prediction on AWS Lambda Additional course details: Nexus Humans Deep Learning on AWS training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Deep Learning on AWS course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.