Getting Started The QUALIFI Level 3 Diploma in Data Science aims to offer learners a comprehensive introduction to data science. This Level 3 Diploma provides a modern and all-encompassing overview of data science, artificial intelligence, and machine learning. It covers the evolution of artificial intelligence and machine learning from their beginnings in the late 1950s to the emergence of the "big data" era in the early 2000s. It extends to the current AI and machine learning applications, including the associated challenges. In addition to covering standard machine learning models like linear and logistic regression, decision trees, and k-means clustering, this diploma introduces learners to two emerging areas of data science: synthetic data and graph data science. Moreover, the diploma familiarizes learners with the landscape of data analysis and the relevant analytical tools. It includes introducing Python programming so learners can effectively analyse, explore, and visualize data and implement fundamental data science models. Key Benefits Acquire the essential mathematical and statistical knowledge necessary for conducting fundamental data analysis. Cultivate analytical and machine learning proficiency using Python. Foster a solid grasp of data and its related processes, encompassing data cleaning, data structuring, and data preparation for analysis and visualisation. Gain insight into the expansive data science landscape and ecosystem, including relational databases, graph databases, programming languages like Python, visualisation tools, and various analytical instruments. Develop expertise in comprehending the machine learning procedures, including the ability to discern which algorithms are suited for distinct problems and to navigate the steps involved in constructing, testing, and validating a model. Attain an understanding of contemporary and emerging facets of data science and their applicability to modern challenges Key Highlights This course module prepares learners for higher-level Data science positions through personal and professional development. We will ensure your access to the first-class education needed to achieve your goals and dreams and to maximize future opportunities. Remember! The assessment for the Qualification is done based on assignments only, and you do not need to worry about writing any exam. With the School of Business and Technology London, you can complete the Qualification at your own pace, choosing online or blended learning from the comfort of your home. Learning and pathway materials and study guides developed by our qualified tutors will be available around the clock in our cutting-edge learning management system. Most importantly, at the School of Business and Technology London, we will provide comprehensive tutor support through our dedicated support desk. If you choose your course with blended learning, you will also enjoy live sessions with an assigned tutor, which you can book at your convenience. Career Pathways Upon completing the QUALIFI Level 3 Diploma in Data Science, learners can advance their studies or pursue employment opportunities. Data Analyst with an estimated average salary of £39,445 per annum Business Intelligence Analyst with an estimated average salary of £40,000 per annum Data entry specialist with an estimated average salary of £22,425 per annum Database Administrator with an estimated average salary of £44,185 per annum About Awarding Body QUALIFI, recognised by Ofqual awarding organisation has assembled a reputation for maintaining significant skills in a wide range of job roles and industries which comprises Leadership, Hospitality & Catering, Health and Social Care, Enterprise and Management, Process Outsourcing and Public Services. They are liable for awarding organisations and thereby ensuring quality assurance in Wales and Northern Ireland. What is included? Outstanding tutor support that gives you supportive guidance all through the course accomplishment through the SBTL Support Desk Portal. Access our cutting-edge learning management platform to access vital learning resources and communicate with the support desk team. Quality learning materials such as structured lecture notes, study guides, and practical applications, which include real-world examples and case studies, will enable you to apply your knowledge. Learning materials are provided in one of the three formats: PDF, PowerPoint, or Interactive Text Content on the learning portal. The tutors will provide Formative assessment feedback to improve the learners' achievements. Assessment materials are accessible through our online learning platform. Supervision for all modules. Multiplatform accessibility through an online learning platform facilitates SBTL in providing learners with course materials directly through smartphones, laptops, tablets or desktops, allowing students to study at their convenience. Live Classes (for Blended Learning Students only) Assessment Time-constrained scenario-based assignments No examinations Entry Requirements The qualification has been intentionally designed to ensure accessibility without imposing artificial barriers that limit entry. To enrol in this qualification, applicants must be 18 years of age or older. Admittance to the qualification will be managed through centre-led registration processes, which may involve interviews or other appropriate procedures. Despite the presence of advanced mathematics and statistics in higher-level data science courses, encompassing subjects such as linear algebra and differential calculus, this Level 3 Diploma only requires learners to be comfortable with mathematics at the GCSE level. The diploma's mathematical and statistical concepts are based on standard mathematical operations like addition, multiplication, and division. Before commencing the Level 3 Diploma in Data Science, learners are expected to meet the following minimum requirements: i) GCSE Mathematics with a grade of B or higher (equivalent to the new level 6 or above); and ii) GCSE English with a grade of C or higher (equivalent to the new level 4 or above). Furthermore, prior coding experience is not mandatory, although learners should be willing and comfortable with learning Python. Python has been selected for its user-friendly and easily learnable nature. In exceptional circumstances, applicants with substantial experience but lacking formal qualifications may be considered for admission, contingent upon completing an interview and demonstrating their ability to meet the demands of the capability. Progression Upon successful completion of the QUALIFI Level 3 Diploma in Data Science, learners will have several opportunities: Progress to QUALIFI Level 4 Diploma in Data Science: Graduates can advance their education and skills by enrolling in the QUALIFI Level 4 Diploma in Data Science, which offers a more advanced and comprehensive study of the field. Apply for Entry to a UK University for an Undergraduate Degree: This qualification opens doors to higher education, allowing learners to apply for entry to a UK university to pursue an undergraduate degree in a related field, such as data science, computer science, or a related discipline. Progress to Employment in an Associated Profession: Graduates of this program can enter the workforce and seek employment opportunities in professions related to data science, artificial intelligence, machine learning, data analysis, and other relevant fields. These progression options provide learners with a diverse range of opportunities for further education, career advancement, and professional development in the dynamic and rapidly evolving field of data science Why gain a QUALIFI Qualification? This suite of qualifications provides enormous opportunities to learners seeking career and professional development. The highlighting factor of this qualification is that: The learners attain career path support who wish to pursue their career in their denominated sectors; It helps provide a deep understanding of the health and social care sector and managing the organisations, which will, in turn, help enhance the learner's insight into their chosen sector. The qualification provides a real combination of disciplines and skills development opportunities. The Learners attain in-depth awareness concerning the organisation's functioning, aims and processes. They can also explore ways to respond positively to this challenging and complex health and social care environment. The learners will be introduced to managing the wide range of health and social care functions using theory, practice sessions and models that provide valuable knowledge. As a part of this suite of qualifications, the learners will be able to explore and attain hands-on training and experience in this field. Learners also acquire the ability to face and solve issues then and there by exposure to all the Units. The qualification will also help to Apply scientific and evaluative methods to develop those skills. Find out threats and opportunities. Develop knowledge in managerial, organisational and environmental issues. Develop and empower critical thinking and innovativeness to handle problems and difficulties. Practice judgement, own and take responsibility for decisions and actions. Develop the capacity to perceive and reflect on individual learning and improve their social and other transferable aptitudes and skills Learners must request before enrolment to interchange unit(s) other than the preselected units shown in the SBTL website because we need to make sure the availability of learning materials for the requested unit(s). SBTL will reject an application if the learning materials for the requested interchange unit(s) are unavailable. Learners are not allowed to make any request to interchange unit(s) once enrolment is complete. UNIT1- The Field of Data Science Reference No : H/650/4951 Credit : 6 || TQT : 60 This unit provides learners with an introduction to the field of data science, tracing its origins from the emergence of artificial intelligence and machine learning in the late 1950s, through the advent of the "big data" era in the early 2000s, to its contemporary applications in AI, machine learning, and deep learning, along with the associated challenges. UNIT2- Python for Data Science Reference No : J/650/4952 Credit : 9 || TQT : 90 This unit offers learners an introductory approach to Python programming tailored for data science. It begins by assuming no prior coding knowledge or familiarity with Python and proceeds to elucidate Python's fundamentals, including its design philosophy, syntax, naming conventions, and coding standards. UNIT3- Creating and Interpreting Visualisations in Data Science Reference No : K/650/4953 Credit : 3 || TQT : 30 This unit initiates learners into the realm of fundamental charts and visualisations, teaching them the art of creating and comprehending these graphical representations. It commences by elucidating the significance of visualisations in data comprehension and discerns the characteristics distinguishing effective visualisations from subpar ones. UNIT4- Data and Descriptive Statistics in Data Science Reference No : L/650/4954 Credit : 6 || TQT : 60 The primary objective of this unit is to acquaint learners with the foundational concepts of descriptive statistics and essential methods crucial for data analysis and data science. UNIT5- Fundamentals of Data Analytics Reference No : M/650/4955 Credit : 3 || TQT : 30 This unit will enable learners to distinguish between the roles of a Data Analyst, Data Scientist, and Data Engineer. Additionally, learners can provide an overview of the data ecosystem, encompassing databases and data warehouses, and gain familiarity with prominent vendors and diverse tools within this data ecosystem. UNIT6- Data Analysis with Python Reference No : R/650/4956 Credit : 3 || TQT : 30 This unit initiates learners into the fundamentals of data analysis using Python. It acquaints them with essential concepts like Pandas Data Frames and Series and the techniques of merging and joining data. UNIT7- Data Analysis with Python Reference No : R/650/4956 Credit : 3 || TQT : 30 This unit initiates learners into the fundamentals of data analysis using Python. It acquaints them with essential concepts like Pandas Data Frames and Series and the techniques of merging and joining data. UNIT8- Machine Learning Methods and Models in Data Science Reference No : T/650/4957 Credit : 3 || TQT : 30 This unit explores the practical applications of various methods in addressing real-world problems. It provides a summary of the key features of these different methods and highlights the challenges associated with each of them. UNIT9- The Machine Learning Process Reference No : Y/650/4958 Credit : 3 || TQT : 30 This unit provides an introduction to the numerous steps and procedures integral to the construction and assessment of machine learning models. UNIT10- Linear Regression in Data Science Reference No : A/650/4959 Credit : 3 || TQT : 30 This unit offers a foundational understanding of simple linear regression models, a crucial concept for predicting the value of one continuous variable based on another. Learners will gain the capability to estimate the best-fit line by computing regression parameters and comprehend the accuracy associated with this line of best-fit. UNIT11- Logistic Regression in Data Science Reference No : H/650/4960 Credit : 3 || TQT : 30 This unit introduces logistic regression, emphasizing its role as a classification algorithm. It delves into the fundamentals of binary logistic regression, covering essential concepts such as the logistic function, Odds ratio, and the Logit function. UNIT12- Decision Trees in Data Science Reference No : J/650/4961 Credit : 3 || TQT : 30 This unit offers an introductory exploration of decision trees' fundamental theory and practical application. It elucidates the process of constructing basic classification trees employing the standard ID3 decision-tree construction algorithm, including the node-splitting criteria based on information theory principles such as Entropy and Information Gain. Additionally, learners will gain hands-on experience in building and assessing decision tree models using Python. UNIT13- K-means clustering in Data Science Reference No : K/650/4962 Credit : 3 || TQT : 30 This unit initiates learners into unsupervised machine learning, focusing on the k-means clustering algorithm. It aims to give learners an intuitive understanding of the k-means clustering method and equip them with the skills to determine the optimal number of clusters. UNIT14- Synthetic Data for Privacy and Security in Data Science Reference No : L/650/4963 Credit : 6 || TQT : 60 This unit is designed to introduce learners to the emerging field of data science, specifically focusing on synthetic data and its applications in enhancing data privacy and security. UNIT15- Graphs and Graph Data Science Reference No : M/650/4964 Credit : 6 || TQT : 60 This unit offers a beginner-friendly introduction to graph theory, a foundational concept that underlies modern graph databases and graph analytics. Delivery Methods School of Business & Technology London provides various flexible delivery methods to its learners, including online learning and blended learning. Thus, learners can choose the mode of study as per their choice and convenience. The program is self-paced and accomplished through our cutting-edge Learning Management System. Learners can interact with tutors by messaging through the SBTL Support Desk Portal System to discuss the course materials, get guidance and assistance and request assessment feedbacks on assignments. We at SBTL offer outstanding support and infrastructure for both online and blended learning. We indeed pursue an innovative learning approach where traditional regular classroom-based learning is replaced by web-based learning and incredibly high support level. Learners enrolled at SBTL are allocated a dedicated tutor, whether online or blended learning, who provide learners with comprehensive guidance and support from start to finish. The significant difference between blended learning and online learning methods at SBTL is the Block Delivery of Online Live Sessions. Learners enrolled at SBTL on blended learning are offered a block delivery of online live sessions, which can be booked in advance on their convenience at additional cost. These live sessions are relevant to the learners' program of study and aim to enhance the student's comprehension of research, methodology and other essential study skills. We try to make these live sessions as communicating as possible by providing interactive activities and presentations. Resources and Support School of Business & Technology London is dedicated to offering excellent support on every step of your learning journey. School of Business & Technology London occupies a centralised tutor support desk portal. Our support team liaises with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receives a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and streamline all the support processes efficiently. Quality learning materials made by industry experts is a significant competitive edge of the School of Business & Technology London. Quality learning materials comprised of structured lecture notes, study guides, practical applications which includes real-world examples, and case studies that will enable you to apply your knowledge. Learning materials are provided in one of the three formats, such as PDF, PowerPoint, or Interactive Text Content on the learning portal. How does the Online Learning work at SBTL? We at SBTL follow a unique approach which differentiates us from other institutions. Indeed, we have taken distance education to a new phase where the support level is incredibly high.Now a days, convenience, flexibility and user-friendliness outweigh demands. Today, the transition from traditional classroom-based learning to online platforms is a significant result of these specifications. In this context, a crucial role played by online learning by leveraging the opportunities for convenience and easier access. It benefits the people who want to enhance their career, life and education in parallel streams. SBTL's simplified online learning facilitates an individual to progress towards the accomplishment of higher career growth without stress and dilemmas. How will you study online? With the School of Business & Technology London, you can study wherever you are. You finish your program with the utmost flexibility. You will be provided with comprehensive tutor support online through SBTL Support Desk portal. How will I get tutor support online? School of Business & Technology London occupies a centralised tutor support desk portal, through which our support team liaise with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receive a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and to streamline all the support process efficiently. Learners should expect to receive a response on queries like guidance and assistance within 1 - 2 working days. However, if the support request is for assessment feedback, learners will receive the reply with feedback as per the time frame outlined in the Assessment Feedback Policy.
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In this course you will learn how to use the power of Python to train your machine such that your machine starts learning just like human and based on that learning, your machine starts making predictions as well!
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Description: This CyberSec First Responder: Threat Detection and Response (Exam CFR-210)-Logical Operations will help you to understand the anatomy of cyber-attacks. You will gain the skills needed to serve your organizations before, during, and after a breach. A CyberSec First Responder is the first line of defence against cyber-attacks. You will be able to prepare to analyze threats, design secure computing and network environments, proactively defend networks and respond/investigate cybersecurity incidents. It covers the duties of those who are responsible for monitoring and detecting security incidents in information systems and networks, and for executing a proper response to such incidents. Depending on the size of the organization, this individual may act alone or may be a member of a computer security incident response team (CSIRT), and more. So, learn to assess and respond to security threats and operating systems and network security analysis platform by taking this course. Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? CyberSec First Responder: Threat Detection and Response (Exam CFR-210)-Logical Operations is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our CyberSec First Responder: Threat Detection and Response (Exam CFR-210)-Logical Operations is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Overview of Wireless Communications Identify the Importance of Risk Management FREE 00:11:00 Assess Risk 00:13:00 Mitigate Risk 00:22:00 Integrate Documentation into Risk Management 00:14:00 Analyzing the Threat Landscape Classify Threats and Threat Profiles 00:07:00 Perform Ongoing Threat Research 00:12:00 Resources that Aid in Research of Threats 00:03:00 Analyzing Recon Threats to Computing and Network Environments Implement Threat Modeling 00:09:00 Assess the Impact of Reconnaissance Incidents 00:10:00 Performing Reconnaissance on a Network 00:07:00 Examining Reconnaissance Incidents 00:08:00 Assess the Impact of Social Engineering 00:10:00 Assessing the impact of Social Engineering 00:07:00 Assessing the Impact of Phishing 00:03:00 Analyzing Attacks on Computing and Network Environments Assess the Impact of System Hacking Attacks 00:10:00 Cracking Passwords Using a Password File 00:08:00 Assess the Impact of Web Based Attacks 00:11:00 Assessing the Impact of Web-Based Threats 00:03:00 Assess the Impact of Malware 00:08:00 Malware Detection and Removal 00:05:00 Assess the Impact of Hijacking and Impersonation Attacks 00:13:00 Assess the Impact of DoS Incidents 00:09:00 Assessing the Impact of DoS Attacks 00:04:00 Assess the Impact of Threats to Mobile Security 00:08:00 Assess the Impact of Threats to Cloud Security 00:10:00 Analyzing Post-Attack Techniques Assess Command and Control Techniques 00:08:00 Assessing Command and Control Techniques 00:10:00 Assess Persistence Techniques 00:05:00 Detecting Rootkits 00:03:00 Assess Lateral Movement and Pivoting Techniques 00:13:00 Assess Data Exfiltration Techniques 00:04:00 Steganography 00:03:00 Assess Anti Forensics Techniques 00:09:00 Assessing Anti-Forensics 00:03:00 Evaluating the Organization's Security Posture Conduct Vulnerability Assessments 00:16:00 Perform a Vulnerability Scan with Nessus 00:07:00 Perform a Vulnerability Scan with MBSA 00:05:00 Conduct Penetration Tests on Network Assets 00:18:00 Follow Up on Penetration Testing 00:06:00 Collecting Cyber security Intelligence Deploy a Security Intelligence Collection and Analysis Platform 00:19:00 Collect Data from Network Based Intelligence Sources 00:15:00 Collecting Network-Based Security Intelligence 00:07:00 Collect Data from Host Based Intelligence Sources 00:13:00 Collecting Host-Based Security Intelligence 00:15:00 Parsing Log files 00:03:00 Analyzing Log Data Use Common Tools to Analyze Logs 00:22:00 Analyzing Linux Logs for Security Intelligence 00:08:00 Use SIEM Tools for Analysis 00:07:00 Incorporating SIEMs into Security Intelligence Analysis 00:18:00 Parse Log Files with Regular Expressions 00:25:00 Performing Active Asset and Network Analysis Analyze Incidents with Windows-Based Tools 00:17:00 Windows-Based Incident Analysis Tools 00:19:00 Analyze Incidents with Linux Based Tools 00:05:00 Linux-Based Incident Analysis Tools 00:07:00 Analyze Malware 00:11:00 Analyzing Malware 00:03:00 Analyze Indicators of Compromise 00:20:00 Analyzing Indicators of Compromise 00:15:00 Responding to Cyber security Incidents Deploy an Incident Handling and Response Architecture 00:22:00 Mitigate Incidents 00:16:00 Hardening Windows Servers 00:14:00 DNS Filtering 00:05:00 Blacklisting and Whitelisting 00:09:00 Prepare for Forensic Investigation as a CSIRT 00:03:00 Investigating Cyber security Incidents Apply a Forensic Investigation Plan 00:10:00 Securely Collect and Analyze Electronic Evidence 00:08:00 Securely Collecting Electronic Evidence 00:05:00 Analyzing Forensic Evidence 00:07:00 Follow Up on the Results of an Investigation 00:04:00 Mock Exam Mock Exam- CyberSec First Responder: Threat Detection and Response (Exam CFR-210)-Logical Operations 00:20:00 Final Exam Final Exam- CyberSec First Responder: Threat Detection and Response (Exam CFR-210)-Logical Operations 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
Level 5 Endorsed Diploma | QLS Hard Copy Certificates Included | Plus 5 CPD Courses | Lifetime Access
Are you looking to enhance your Crime Investigation and Profiling skills? If yes, then you have come to the right place. Our comprehensive course on Crime Investigation and Profiling will assist you in producing the best possible outcome by mastering the Crime Investigation and Profiling skills. The Crime Investigation and Profiling course is for those who want to be successful. In the Crime Investigation and Profiling course, you will learn the essential knowledge needed to become well versed in Crime Investigation and Profiling. Our Crime Investigation and Profiling course starts with the basics of Crime Investigation and Profiling and gradually progresses towards advanced topics. Therefore, each lesson of this Crime Investigation and Profiling course is intuitive and easy to understand. Why would you choose the Crime Investigation and Profiling course from Compliance Central: Lifetime access to Crime Investigation and Profiling course materials Full tutor support is available from Monday to Friday with the Crime Investigation and Profiling course Learn Crime Investigation and Profiling skills at your own pace from the comfort of your home Gain a complete understanding of Crime Investigation and Profiling course Accessible, informative Crime Investigation and Profiling learning modules designed by experts Get 24/7 help or advice from our email and live chat teams with the Crime Investigation and Profiling Study Crime Investigation and Profiling in your own time through your computer, tablet or mobile device A 100% learning satisfaction guarantee with your Crime Investigation and Profiling Course Crime Investigation and Profiling Curriculum Breakdown of the Crime Investigation and Profiling Course Module 01: Understanding Criminal Psychology Module 02: Influence of Mental Disorders Module 03: Classification of Crime Module 04: Forensic Science Module 05: Criminal Intelligence Analysis Module 06: Criminal Intelligence Analyst - Skills and Competencies Module 07: Research Methods in Crime Analysis Module 08: Decision Making in Criminal Intelligence Analysis Module 09: Criminal Profiling: Science, Logic and Metacognition Module 10: Phases of Profiling Module 11: Offender Profiling: Pragmatic Solution and Behavioural Investigative Advice Module 12: Victimology Module 13: The Criminal Justice System in England and Wales CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Crime Investigation and Profiling course helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Crime Investigation and Profiling. It is also great for professionals who are already working in Crime Investigation and Profiling and want to get promoted at work. Requirements To enrol in this Crime Investigation and Profiling course, all you need is a basic understanding of the English Language and an internet connection. Career path The Crime Investigation and Profiling course will enhance your knowledge and improve your confidence in exploring opportunities in various sectors related to Crime Investigation and Profiling. Crime Analyst: £25,000 to £40,000 per year Intelligence Officer: £30,000 to £45,000 per year Criminal Profiler: £35,000 to £60,000 per year Forensic Psychologist: £35,000 to £60,000 per year Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each