Course Overview Discover how to evaluate and employ the best people in an overcrowded and complex employment market by taking this valuable Complete IT Interview Training course. Recruiters and employers need to ensure that the right individuals are chosen for the most crucial jobs in computing and technical fields. This can be challenging in many organisations, but you can learn the expert tips and techniques to ensure that the candidates presented to you are at the top of their game and that your interview confirms their suitability for the role. This Interview Training package focuses intensely on the interviewing process for IT staff, including preparations, strategies, and construction methods. You will be taught how to master the entire interviewing process, ascertain experience levels, and define the scale of the process. The importance of feedback and the behaviours to avoid are also covered. Included within the training is a realistic example of an interview-style, concentrating on the role of an SQL developer. This best selling Complete IT Interview Training has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Complete IT Interview Training is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Complete IT Interview Training 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 Complete IT Interview Training 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 Complete IT Interview Training, 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 Complete IT Interview Training 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 Complete IT Interview Training 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.
Intermediate Ethical Hacking Hands-on Training Course Overview Are you looking to begin your ethical hacking career or want to develop more advanced skills in ethical hacking? Then this intermediate ethical hacking hands-on training course will set you up with a solid foundation to become a confident ethical hacker and help you to develop your expertise in ethical hacking. This intermediate ethical hacking hands-on training course is accredited by the CPD UK & IPHM. CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Whether you are self-taught and you want to fill in the gaps for better efficiency and productivity, this intermediate ethical hacking hands-on training course will set you up with a solid foundation to become a confident ethical hacker and develop more advanced skills. Gain the essential skills and knowledge you need to propel your career forward as a ethical hacker. The intermediate ethical hacking hands-on training course will set you up with the appropriate skills and experience needed for the job and is ideal for both beginners and those currently working as a ethical hacker. This comprehensive intermediate ethical hacking hands-on training course is the perfect way to kickstart your career in the field of ethical hacking. This intermediate ethical hacking hands-on training course will give you a competitive advantage in your career, making you stand out from all other applicants and employees. If you're interested in working as a ethical hacker or want to learn more skills on ethical hacking but unsure of where to start, then this intermediate ethical hacking hands-on training course will set you up with a solid foundation to become a confident ethical hacker and develop more advanced skills. As one of the leading course providers and most renowned e-learning specialists online, we're dedicated to giving you the best educational experience possible. This intermediate ethical hacking hands-on training course is crafted by industry expert, to enable you to learn quickly and efficiently, and at your own pace and convenience. Who is this intermediate ethical hacking hands-on training online course for? This comprehensive intermediate ethical hacking hands-on training course is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of ethical hacking. Entry Requirement There are no academic entry requirements for this intermediate ethical hacking hands-on training course, and it is open to students of all academic backgrounds. As long as you are aged seventeen or over and have a basic grasp of English, numeracy and ICT, you will be eligible to enrol. Assessment Method This intermediate ethical hacking hands-on training online 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 can grasp from each section. In the assessment pass mark is 60%. Course Curriculum Course Overview Course Overview Virtual Lab Build Video - Downloading ISO and OVA Files for VirtualBox Video and Lab -Creating a Virtual install of Kali using VirtualBox Video and lab - Create a virtual install of Metasploitable2 Video and Lab - Creating Windows 7 Pro Target Machine Using VirtualBox Video - Installing the VirtualBox Extension Pack NMap Video and Lab - Installing the WebMap-Nmap Dashboard Video and Lab - Automated Recon/Enumeration Using nmapAutomator Enumerating a Windows 10 Target Video - Creating a Vulnerable Windows 10 Target Reverse Shells, Privilege Escalation and Persistent Backdoors Video and Lab - Create a Windows Reverse Shell Using the PowerShell Video and Lab - Create a Reverse Shell Using Command Injection Video and Lab - Create a Reverse Shell Using a File Upload Video and Lab - Launch an Automated Meterpreter Session Video and Lab - Upgrade a Dumb Terminal to Fully Functional BASH Shell Video and Lab - Windows 7 Privilege Escalation Using UAC Bypass Video and Lab - Creating a Persistent Backdoor Using a Persistent Service PowerShell Empire Video and Lab - Create Virtual Install of Server 2016 Full GUI Using VirtualBox Video and Lab - Installing PowerShell Empire StarKiller On Kali Linux Video and Lab - Enumerating Active Directory Video and Lab - Post-Exploitation of Windows Using PowerShell Empire Post Exploitation of Microsoft Windows Video and Lab - Advanced Password Hacking with Metasploit Video and Lab - Post-Exploitation of Microsoft Windows video and Lab - Enumerating Active Directory Using RPCClient Video and Lab - Dumping Wi-Fi Credentials Using netsh Practical Pentesting Labs Video and Lab - Heartbleed OpenSSL Exploit Vulnerability Video and Lab - Performing an RDP Brute Force Attack Video and Lab - Exploiting Active Directory using LLMNR/NBT-NS Poisoning Video and Lab - Accessing Kali Across the WAN with NGROK Video and Lab - Pentesting with Netcat Video and Lab - Enumerate DNS Records Using DNSRecon Auditing Wireless Network Video and Lab - Installing a Wireless Adapter in Kali Video and Lab - Hacking a Wireless Network Using Kali Linux Video and Lab - Wireless Deauthentication Attack Video and Lab - PMKID Client-less Wireless Attack Using Bettercap Wireshark Video - Overview of Wireshark 3.2 Video - Wireshark Capture Options Video - Wireshark Toolbar Icons Video - Capturing Wireless Traffic Using Wireshark Video and Lab - Capturing a 3-way TCP Handshake Using Wireshark Web App Penetration Testing Video and Lab - Creating a virtual install of OWASP Video and lab - Setting Up Burp Suite Video and Lab - Attack Web Apps with Burp Suite Using SQL Injection Video and Lab - OS Command Injection Using Commix 3.2x Video - Web Application Firewall Detection Using WAFW00F Video and Lab - Exploit Vulnerable Web Applications Using Command Injection Video and Lab - Using Banner Grabbing to Aid in Reconnaissance Anonymity - Remaining Anonymous While Pentesting Video and Lab - Anonymize Kali Using Whonix CTF - SQL Injection to Shell Walkthrough Video and Lab - Lab Preparation for CTF SQL Injection to Shell Video and Lab - CTF Walkthrough for SQL Injection to Shell Recognised Accreditation CPD Certification Service 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. CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field. Certificate of Achievement Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35. Overview Intermediate Ethical Hacking Hands-on Training Course Overview Are you looking to begin your ethical hacking career or want to develop more advanced skills in ethical hacking? Then this intermediate ethical hacking hands-on training course will set you up with a solid foundation to become a confident ethical hacker and help you to develop your expertise in ethical hacking. This intermediate ethical hacking hands-on training course is accredited by the CPD UK & IPHM. CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Whether you are self-taught and you want to fill in the gaps for better efficiency and productivity, this intermediate ethical hacking hands-on training course will set you up with a solid foundation to become a confident ethical hacker and develop more advanced skills. Gain the essential skills and knowledge you need to propel your career forward as a ethical hacker. The intermediate ethical hacking hands-on training course will set you up with the appropriate skills and experience needed for the job and is ideal for both beginners and those currently working as a ethical hacker. This comprehensive intermediate ethical hacking hands-on training course is the perfect way to kickstart your career in the field of ethical hacking. This intermediate ethical hacking hands-on training course will give you a competitive advantage in your career, making you stand out from all other applicants and employees. If you're interested in working as a ethical hacker or want to learn more skills on ethical hacking but unsure of where to start, then this intermediate ethical hacking hands-on training course will set you up with a solid foundation to become a confident ethical hacker and develop more advanced skills. As one of the leading course providers and most renowned e-learning specialists online, we're dedicated to giving you the best educational experience possible. This intermediate ethical hacking hands-on training course is crafted by industry expert, to enable you to learn quickly and efficiently, and at your own pace and convenience. Who is this intermediate ethical hacking hands-on training online course for? This comprehensive intermediate ethical hacking hands-on training course is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of ethical hacking. Entry Requirement There are no academic entry requirements for this intermediate ethical hacking hands-on training course, and it is open to students of all academic backgrounds. As long as you are aged seventeen or over and have a basic grasp of English, numeracy and ICT, you will be eligible to enrol. Assessment Method This intermediate ethical hacking hands-on training online 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 can grasp from each section. In the assessment pass mark is 60%. Course Curriculum Course Overview Course Overview Virtual Lab Build Video - Downloading ISO and OVA Files for VirtualBox Video and Lab -Creating a Virtual install of Kali using VirtualBox Video and lab - Create a virtual install of Metasploitable2 Video and Lab - Creating Windows 7 Pro Target Machine Using VirtualBox Video - Installing the VirtualBox Extension Pack NMap Video and Lab - Installing the WebMap-Nmap Dashboard Video and Lab - Automated Recon/Enumeration Using nmapAutomator Enumerating a Windows 10 Target Video - Creating a Vulnerable Windows 10 Target Reverse Shells, Privilege Escalation and Persistent Backdoors Video and Lab - Create a Windows Reverse Shell Using the PowerShell Video and Lab - Create a Reverse Shell Using Command Injection Video and Lab - Create a Reverse Shell Using a File Upload Video and Lab - Launch an Automated Meterpreter Session Video and Lab - Upgrade a Dumb Terminal to Fully Functional BASH Shell Video and Lab - Windows 7 Privilege Escalation Using UAC Bypass Video and Lab - Creating a Persistent Backdoor Using a Persistent Service PowerShell Empire Video and Lab - Create Virtual Install of Server 2016 Full GUI Using VirtualBox Video and Lab - Installing PowerShell Empire StarKiller On Kali Linux Video and Lab - Enumerating Active Directory Video and Lab - Post-Exploitation of Windows Using PowerShell Empire Post Exploitation of Microsoft Windows Video and Lab - Advanced Password Hacking with Metasploit Video and Lab - Post-Exploitation of Microsoft Windows video and Lab - Enumerating Active Directory Using RPCClient Video and Lab - Dumping Wi-Fi Credentials Using netsh Practical Pentesting Labs Video and Lab - Heartbleed OpenSSL Exploit Vulnerability Video and Lab - Performing an RDP Brute Force Attack Video and Lab - Exploiting Active Directory using LLMNR/NBT-NS Poisoning Video and Lab - Accessing Kali Across the WAN with NGROK Video and Lab - Pentesting with Netcat Video and Lab - Enumerate DNS Records Using DNSRecon Auditing Wireless Network Video and Lab - Installing a Wireless Adapter in Kali Video and Lab - Hacking a Wireless Network Using Kali Linux Video and Lab - Wireless Deauthentication Attack Video and Lab - PMKID Client-less Wireless Attack Using Bettercap Wireshark Video - Overview of Wireshark 3.2 Video - Wireshark Capture Options Video - Wireshark Toolbar Icons Video - Capturing Wireless Traffic Using Wireshark Video and Lab - Capturing a 3-way TCP Handshake Using Wireshark Web App Penetration Testing Video and Lab - Creating a virtual install of OWASP Video and lab - Setting Up Burp Suite Video and Lab - Attack Web Apps with Burp Suite Using SQL Injection Video and Lab - OS Command Injection Using Commix 3.2x Video - Web Application Firewall Detection Using WAFW00F Video and Lab - Exploit Vulnerable Web Applications Using Command Injection Video and Lab - Using Banner Grabbing to Aid in Reconnaissance Anonymity - Remaining Anonymous While Pentesting Video and Lab - Anonymize Kali Using Whonix CTF - SQL Injection to Shell Walkthrough Video and Lab - Lab Preparation for CTF SQL Injection to Shell Video and Lab - CTF Walkthrough for SQL Injection to Shell Recognised Accreditation CPD Certification Service 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. CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field. Certificate of Achievement Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35. FAQ Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org Course Fee £25 £125 80% OFF ð CPD UK Accredited PDF Certificate Included 4 interest-free payments of £6.25 Intermediate Ethical Hacking Hands-on Training Online quantity ENROL NOW Duration: * Hours Instant Access Get In Touch Today Live CHAT WITH US CALL ON - 0300 124 5585 Certificate of Achievement Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35. FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org
Duration 1 Days 6 CPD hours This course is intended for This class is intended for the following: Data analysts, Data scientists, Business analysts getting started with Google Cloud Platform. Individuals responsible for designing pipelines and architectures for data processing, creating and maintaining machine learning and statistical models, querying datasets, visualizing query results and creating reports. Executives and IT decision makers evaluating Google Cloud Platform for use by data scientists. Overview This course teaches students the following skills:Identify the purpose and value of the key Big Data and Machine Learning products in the Google Cloud Platform.Use Cloud SQL and Cloud Dataproc to migrate existing MySQL and Hadoop/Pig/Spark/Hive workloads to Google Cloud Platform.Employ BigQuery and Cloud Datalab to carry out interactive data analysis.Train and use a neural network using TensorFlow.Employ ML APIs.Choose between different data processing products on the Google Cloud Platform. This course introduces participants to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP). It provides a quick overview of the Google Cloud Platform and a deeper dive of the data processing capabilities. Introducing Google Cloud Platform Google Platform Fundamentals Overview. Google Cloud Platform Big Data Products. Compute and Storage Fundamentals CPUs on demand (Compute Engine). A global filesystem (Cloud Storage). CloudShell. Lab: Set up a Ingest-Transform-Publish data processing pipeline. Data Analytics on the Cloud Stepping-stones to the cloud. Cloud SQL: your SQL database on the cloud. Lab: Importing data into CloudSQL and running queries. Spark on Dataproc. Lab: Machine Learning Recommendations with Spark on Dataproc. Scaling Data Analysis Fast random access. Datalab. BigQuery. Lab: Build machine learning dataset. Machine Learning Machine Learning with TensorFlow. Lab: Carry out ML with TensorFlow Pre-built models for common needs. Lab: Employ ML APIs. Data Processing Architectures Message-oriented architectures with Pub/Sub. Creating pipelines with Dataflow. Reference architecture for real-time and batch data processing. Summary Why GCP? Where to go from here Additional Resources Additional course details: Nexus Humans Google Cloud Platform Big Data and Machine Learning Fundamentals 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 Google Cloud Platform Big Data and Machine Learning Fundamentals 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.
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The Web Design with Basic HTM ,Coding & Javascript 20 in 1 Courses bundle is a premier learning resource, with each course module holding respected CPD accreditation, symbolising exceptional quality. The content is packed with knowledge and is regularly updated to ensure it remains relevant. This bundle offers not just education but a constantly improving learning experience designed to enrich both your personal and professional development. Advance the future of learning with the Web Design with Basic HTML,Coding & Javascript bundle, a comprehensive, complete collection of 20 courses. Each course in Web Design with Basic HTML ,Coding & Javascript bundle has been handpicked by our experts to provide a broad range of learning opportunities. Together, these modules form an important and well-rounded learning experience. Our mission is to deliver high-quality, accessible education for everyone. 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Description: Microsoft Access is a database management system that has lots of features and functions to offer. To create mailing labels, work with SQL and publish a Web database in Microsoft Access, you need to learn at an advanced level. Through this course, you will learn the advanced skills, knowledge, and information about Microsoft Access 2010. You can then create and use the advanced forms and tasks to do even more in Access.In this course you will learn the necessary skills, knowledge and information of Microsoft Access 2010. Who is the course for? Professionals who want to learn about the Microsoft Access 2010 People who have an interest in the advanced features of the Access 2010 Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: The Microsoft Access 2010 Advanced Level course is a useful qualification to possess and would be beneficial for following careers: Software Engineer Technical Support Technical Sales Business Analyst Web Developer Software Tester. Microsoft Access 2010 Advanced Level Module One - Getting Started 00:30:00 Module Two - Advanced Table Tasks 01:00:00 Module Three - Advanced Form Tasks 01:00:00 Module Four - Advanced Reporting Tasks 01:00:00 Module Five - Understanding Relationships 01:00:00 Module Six - Advanced Query Tasks 01:00:00 Module Seven - Working with SQL 01:00:00 Module Eight - Linking Data 01:00:00 Module Nine - Importing Data 01:00:00 Module Ten - Exporting Data 01:00:00 Module Eleven - Advanced Database Tools 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities Activities - Microsoft Access 2010 Advanced Level 00:00:00 Mock Exam Mock Exam-Microsoft Access 2010 Advanced Level 00:20:00 Final Exam Final Exam-Microsoft Access 2010 Advanced Level 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
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.
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