1077 Courses delivered Online

Quality Guarantee: Promising training excellence, satisfaction gurantee Accredited by CPD UK & Quality License Scheme Tutor Support Unlimited support via email, till you complete the course Recognised Certification: Accepted by thousands of professional bodies Start Anytime With 1 year access to the course materials Online Learning Learn from anywhere, whenever you want This course will set you up with a solid foundation to become a confident counsellor or psychologist as well as assist you in developing more advanced counselling and psychotherapy skills. This course at a glance Eligible to apply for the insurance Accredited by International Practitioners of Holistic Medicine (IPHM) Accredited by CPD UK Endorsed by Quality Licence Scheme Understand psychotherapy and identify your potential clients in psychotherapy Recognise various types of psychotherapy including internet-based therapy Recognise approaches and perspectives of psychotherapy Understand social and cognitive psychology as well as their application Know how to treat abnormal behaviour through psychological approaches Learn how to recognise and treat psychological disorders in children, such as grief and bereavement, stress, bullying, and child abuse. Recognise the stages of a child's growth and determine which ones necessitate close monitoring and counselling. Know how to use therapeutic language to counsel and work with children Understand the effect of social, environmental, family and schooling factors on a child's development Recognise the psychology behind addiction as well as its treatment Understand how to treat addiction through various counselling approaches Develop compassion towards people suffering from mental and emotional issues Demonstrate various drug policies, legislation and decriminalisation Know how to deal with alcohol and drug-related issues in the workplace and in families Identify the main causes of the eating disorder, including how to use CBT to treat it Know how to use DBT to treat various psychological disorders Why Counselling and Psychotherapy Course right for you? If you are looking to expertise in this rewarding field or simply wanting to refresh your existing skills and knowledge as a counsellor or psychologist, this Level 6 Counselling and Psychotherapy Course is ideal for you. This course incorporates intellectual, practical, and experience components in a supportive and demanding setting, thus, providing you with the required skills to start your own practice. This course will help you grasp various psychotherapy methods and techniques which include the psychodynamic approach, unconscious process, defense mechanism, humanistic approach, and CBT. You will also understand how to conduct group therapy, family therapy and internet-based therapy. This course provides a concise insight into the perspectives of psychology, social psychology, cognitive psychology as well as the psychology of abnormal behaviour. You'll learn about child counselling, child development and the complexity of growth as well as how social, environmental, family and schooling factors affect a child's development. This course also explains the psychology of addiction, the reason behind addiction including how to treat addiction. Finally, you will understand how CBT and DBT are used to treat several mental disorders in detail. Upon successful completion of this Level 6 Counselling and Psychotherapy Course, you will develop self-awareness and extensive counselling and psychotherapy skills to practise competently as counsellors or psychologists, and thus provide mental and emotional support to those in need. Counselling and Psychotherapy Course Details Accredited by International Practitioners of Holistic Medicine (IPHM) is a leading accredited organisation that certifies and regulates alternative therapists, healers, and training providers around the world. After completing the IPHM accredited course you will be eligible to apply for the insurance.   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.   The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Course Curriculum Psychotherapy Course Introduction to the course About the Instructor About the Course Understanding Psychotherapy What is Psychotherapy. A Short Historical Introduction Psychology, Counselling & Psychotherapy Where do Psychotherapists work. Starting Psychotherapy Practice Who Can Benefit from Psychotherapy Short-Term Vs Long-Term Therapy Therapeutic Relationship What Does the First Psychotherapy Session Involve. Your Potential Clients in Therapy Psychotherapy for Children Individual and Group Sessions Family Therapy Different Types of Psychotherapy Psychodynamic Approach Unconscious Processes (The Unconscious Mind) Defense Mechanisms Humanistic Approach Cognitive Behavioural Approach (CBT) Internet Based Therapy Face-to-face Vs 'Online' Psychotherapy How to Become an 'Online Psychotherapist'. Thank You and Good Bye! Psychology What is Psychology The Biological Approach Behaviourist and Cognitive Approaches Person-Centred Approaches Debates in Psychology Social Psychology Social Influence: Compliance, Obedience and Conformity Social Cognition Applied Social Psychology Cognitive Psychology and Its Applications Perception Attention Remembering (Memory) Research Methods in Psychology Forgetting (Memory) Language Thinking (Cognition) Attitudes Problem-Solving and Artificial Intelligence Child Development Issues in Child Development Cognitive Development The Development of Language and Communication Social Perception (Interpersonal Perception) Moral Development The Psychology of Atypical (Abnormal) Behaviour The Definition and Diagnosis of Atypical (Abnormal) Behaviour Treatments of Atypical (Abnormal) Behaviour Emotional Disorders Research Methods Research Issues Data Analysis Thank You and Good Bye! Child Counsellor Level 3 Psychology of Growth and Development The Development Cycle Parent, Child, Teacher Relationships The Complexities of Growth Introduction - Psychological Development Therapeutic Language Conflict and Stress Behavioural Therapies Working with Children The Use of Language Memory Psychological Issues Grief and Bereavement Exploring Grief and Letting Go Dysfunctional Families What is Co-Dependency Child Bullying and Child Abuse Therapeutic Outcomes Psychological Study of Education Transformation Using Newly Found Skills Recovery - The Therapeutic Process Moving on - Emotional Intimacy Working as a Counsellor Setting Up a Practice Child Psychology What is 'Child Psychology'. The Role of Child Psychologist Where do Child Psychologists Work Child Psychology - Theoretical Approach Why Do We Need to Learn Theories. Developmental Theories: What We Are Born With Developmental Theories: How Environment Impacts Us Environmental & Socio-Cultural Factors in Development 'Attachment' Factor in Newborns Socio-Cultural Factors in Child's Development Family & Schooling Factors in Development The Role of Parenting in Child's Development Relationship Breakdown in the Family Schooling Environment Counselling Young Children Cognitive and Emotional Development Language & Cognitive Development Emotions & Feelings Socialising With Others Thank You and Good Bye! Addiction Psychology and Counselling Level 3 Theories of Addiction The Moral Model The Psychological Model The Medical / Disease Model The Socio-Cultural Model Addiction Treatments Pharmacotherapy The Minnesota Model Counselling and Therapy Harm Reduction Model Treatments in Practice Addiction in Society Drug policies, Legislation and Decriminalisation Community change, Outreach, Harm Reduction or Abstinence Alcohol and Drug education Alcohol- and Drug Related Issues in the Workplace Addiction in Families Codependency, Children of Alcoholic Families, Parenting Styles, Family Factors Relapse for Families, 'letting Go', Dependent Attitudes and Dependent Behaviours Al-Anon The Intervention Approach Working with Addiction Why be a 'Helper' Helper' Qualities and Attitudes Counselling / 'Helping' Skills Cognitive Behavioral Therapy for Eating Disorders CBT & Therapeutic Principles What is CBT (the CBT model) NICE Guideline The Therapeutic Alliance, Trust and Empathy Ethics of the therapy The Psychology & Causations of Eating Disorders Eating Disorders: Categorisations Core Psychopathology of Eating Disorders Co-morbid Psychiatric Illness Social and Family Factors Cognitive Factors Emotional Factors The Assessment & Planning First session - Assessment Dietary and Nutritional Issues Setting Goals With the Client Motivational Factors CBT in Practice Working with Anxiety The Socratic Approach (Socratic Questioning) Psychoeducation The 'Exposure' Technique Cognitive Restructuring Working With Beliefs (Shape, Weight, Food) Behavioural Experiments Reviewing & Wrapping Up Designing and Reviewing Action Plans Concluding Therapy Successfully Follow up and Relapse Prevention Thank you and Good Bye! Dialectical Behaviour Therapy (DBT) Training What is Counselling & Psychotherapy Definition of Counselling Counselling & Psychotherapy Approaches in Counselling & Psychotherapy About Dialectical Behaviour Therapy (DBT) What is DBT. What is 'Dialectical'. History & Philosophy of DBT DBT Strategies & 'Life Skills' What is 'Mindfulness' What is 'Distress Tolerance' What is 'emotion Regulation' What is 'Interpersonal Effectiveness' Treatment by DBT Multistage approach of DBT The Stages of Treatment in DBT Prioritising Treatments Target How to Set Up 'learning Environment' for the Client How to Conduct 'Behavioural Analysis' DBT for Psychological Disorders Uses of DBT DBT in the Treatment of Borderline Personality Disorder DBT in the Treatment of Depression DBT for Treatment of Anxiety & OCD DBT for Treatment of 'Eating Disorders' Effectiveness of DBT How Effective is DBT. Criticism and Limitations of DBT Thank You and Good Bye! Who should take this course? This Counselling and Psychotherapy Course is primarily aimed at: Therapist Psychologist Counsellor Rehab support worker Aspiring psychologist/counsellor Students of Psychology Anyone working in any care or therapeutic setting This course, on the other hand, is not restricted to a specific occupation or subject of study. It may also assist a larger group of people who wish to learn about Counselling and Psychotherapy in order to develop self-awareness and compassion towards people suffering from emotional and mental breakdowns. Entry Requirements There are no academic entry requirements for this Level 6 Counselling and Psychotherapy Course, and it is open to students of all academic backgrounds. However, you are required to have a laptop/desktop/tablet or smartphone and a good internet connection. Assessment Method This Level 6 Counselling and Psychotherapy 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 could grasp from each section. In the assessment pass mark is 60%. Check out our Counselling and Psychotherapy Advanced Diploma Course Online and gain the skills and knowledge necessary to provide effective therapy to clients. Our course is designed to be flexible and accessible, allowing you to study at your own pace and from the comfort of your own home. Certification Endorsed Certificate from Quality Licence Scheme After successfully passing the MCQ exam you will be eligible to order the Endorsed Certificate by Quality Licence Scheme. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65. 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 Are Counselling And Psychotherapy The Same? Counselling is a short-term treatment that focuses on a specific symptom or circumstance. In contrast, psychotherapy is a long-term strategy seeking a deeper understanding of a person's difficulties. What Are Counselling And Psychotherapy? Counselling and psychotherapy are used to treat emotional problems and mental health conditions. Counselling is a process in which a trained professional or counsellor provides support and guidance to people who are experiencing personal, psychological or emotional difficulties. And psychotherapy is a form of therapy that focuses on helping individuals to overcome their emotional, behavioural or psychological challenges. It is a treatment method for mental health disorders. Are Online Counselling Courses Recognised? The recognition of online counselling courses depends on various factors, including the institution offering the courses, the accreditation of the program, and the regulations and requirements of the specific region or country in which you intend to practise counselling. It's essential to thoroughly research and verify the credentials and accreditation of any online counselling course or program you are considering. Can You Do A Counselling Course Online? Yes, you can definitely pursue a counselling course online. There are various online platforms and educational institutions that offer accredited counselling courses at different levels including certificate programs, bachelor's programs and master's programs.

This course teaches you data analysis and visualisation using the versatile R language. From understanding data structures to performing advanced statistical analysis, this course equips you with the skills to extract meaningful insights from complex datasets. This Course At A Glance Accredited by CPD UK Endorsed by Quality Licence Scheme Get a deep understanding of data science, the process and the toolbox Learn about R and Rstudio Get an introduction to the basic data types in R Learn to perform arithmetic calculations on vectors Understand what is a matrix and how to analyse it Know what is factors and how to summarise it Recognise how to create a data frame Get an understanding of the relational and logical operators Learn what is a conditional statement and how to implement the same Learn about loops, functions and R packages Understand data manipulation with dplyr Data Science Course with R Programming Course Overview This comprehensive data science with R programming course is specially designed for those who are willing to get a better understanding of R programming and data science to gain proficiency in the same. This online course will help you strengthen your knowledge of data science, R and Rstudio, basics, vectors and much more. This online data science with R programming course will also help you acquire knowledge about the Matrices, factors, data frame, list, logical and relational operations and conditional statements. You will also gain an understanding of the advanced features like loops, functions R packages, regular expressions, etc., to master R language and data science. By the end of the course, you will be able to write R programmes efficiently and be able to analyse data. You will also develop the skills to become a successful data scientist or data analyst after completing this course. Who should take this course? This comprehensive data science with R programming 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 R programming. Entry Requirements There are no academic entry requirements for this data science with r programming course, and it is open to students of all academic backgrounds. However, you are required to have a laptop/desktop/tablet or smartphone and a good internet connection. Assessment Method This data science with r programming 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 Data Science Overview Introduction to Data Science Data Science Career of the Future What is Data Science Data Science As a Process Data Science Toolbox Data Science Process Explained What's Next R and RStudio Engine and Coding Environment Installing R and RStudio RStudio a Quick Tour Introduction to Basics Arithmetic With R Variable Assignment Basic Data Types in R Vectors Creating a Vector Naming a Vector Arithmetic Calculations on Vectors Vector Selection Selection by Comparison Matrices What's a Matrix Analyzing Matrices Naming a Matrix Adding Columns and Rows to a Matrix Selection of Matrix Elements Arithmetic with Matrices Factors What's a Factor Categorical Variables and Factor Levels Summarizing a Factor Ordered Factors Data Frames What's a Data Frame Creating a Data Frame Selection of Data Frame Elements Conditional Selection Sorting a Data Frame Lists Why Would You Need Lists Creating a List Selecting Elements From a List Adding More Data to The List Relational Operators Equality Greater and Less Than Compare Vectors Compare Matrices Logical Operators AND, OR, NOT Operators Logical Operators with Vectors and Matrices Reverse The Result Relational and Logical Operators Together Conditional Statements The IF Statement IF…ELSE The ELSEIF Statement Loops Write a While Loop Looping with More Conditions Break Stop The While Loop What's a For Loop. Loop Over a Vector Loop Over a List Loop Over a Matrix For Loop with Conditionals Using Next and Break with For Loop Functions What Is a Function. Arguments Matching Required and Optional Arguments Nested Functions Writing Own Functions Functions with No Arguments Defining Default Arguments in Functions Function Scoping Control Flow in Functions R Packages Installing R Packages Loading R Packages Different Ways to Load a Package The Apply Family - Lapply What Is Lapply and When Is Used. Use Lapply with User-Defined Functions Lapply and Anonymous Functions Use Lapply with Additional Arguments The Apply Family - Sapply & Vapply What Is Sapply. How to Use Sapply. Sapply with Your Own Function Sapply with a Function Returning a Vector When Can't Sapply Simplify. What Is Vapply and Why Is It Used. Useful Functions Mathematical Functions Data Utilities Regular Expressions Grepl & Grep Metacharacters Sub & Gsub More Metacharacters Dates And Times Today and Now Create and Format Dates Create and Format Times Calculations with Dates Calculations with Times Getting and Cleaning Data Get and Set Current Directory Get Data From The Web Loading Flat Files Loading Excel Files Plotting Data in R Base Plotting System Base Plots Histograms Base Plots Scatterplots Base Plots Regression Line Base Plots Boxplot Data Manipulation With dplyr Introduction to dplyr Package Using The Pipe Operator (%>%) Columns Component Select() Columns Component Rename() and Rename_with() Columns Component Mutate() Columns Component Relocate() Rows Component Filter() Rows Component Slice() Rows Component Arrange() Rows Component Rowwise() Grouping of Rows Summarise() Grouping of Rows Across() Covid-19 Analysis Task Assessment Assessment - Data Science Course with R Programming 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. Quality Licence Scheme Endorsed The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees.     Certificate of Achievement Endorsed Certificate from Quality Licence Scheme After successfully passing the MCQ exam you will be eligible to order the Endorsed Certificate by Quality Licence Scheme. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65. 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

GDPR Data Protection Law [Updated 2023] Stay ahead in compliance with our updated 2023 GDPR Data Protection Law course. Equip yourself with the latest in GDPR Data Protection standards. Secure your organisation's future with comprehensive GDPR Data Protection knowledge. Learning Outcomes: Navigate the Introduction to GDPR for compliance. Uphold the Principles of GDPR in data management. Ensure Lawful Basis for Processing personal data. Defend the Rights of Data Subject under GDPR. Differentiate roles of Data Controller and Processor. More Benefits: LIFETIME access Device Compatibility Free Workplace Management Toolkit Key Modules from GDPR Data Protection Law [Updated 2023]: Introduction to GDPR: Familiarise yourself with the GDPR's scope and its impact on GDPR Data Protection practices. Principles of GDPR: Grasp the key GDPR principles that underpin effective GDPR Data Protection strategies. Lawful Basis for Processing: Understand the legal grounds for processing personal data within GDPR Data Protection frameworks. Rights of Data Subject: Recognise the rights individuals hold over their data, a cornerstone of GDPR Data Protection. Data Controller and Data Processor: Define and distinguish between the responsibilities of data controllers and processors under GDPR Data Protection laws. Data Protection by Design and by Default: Implement GDPR Data Protection requirements throughout your data processing activities. Security of Data: Master the security measures required to protect data in line with GDPR Data Protection guidelines. Data Breaches: Learn how to effectively manage and report data breaches in accordance with GDPR Data Protection procedures. Workplace and GDPR: Apply GDPR Data Protection policies within your organisational processes and workplace culture. Transferring Data Outside of EEA: Navigate the complexities of transferring data internationally under GDPR Data Protection rules. Exemptions: Identify the exemptions within GDPR Data Protection law and how they may apply to certain data processing scenarios.

Duration 3 Days 18 CPD hours This course is intended for This in an intermediate and beyond-level course is geared for experienced Python developers looking to delve into the exciting field of Natural Language Processing. It is ideally suited for roles such as data analysts, data scientists, machine learning engineers, or anyone working with text data and seeking to extract valuable insights from it. If you're in a role where you're tasked with analyzing customer sentiment, building chatbots, or dealing with large volumes of text data, this course will provide you with practical, hands on skills that you can apply right away. Overview This course combines engaging instructor-led presentations and useful demonstrations with valuable hands-on labs and engaging group activities. Throughout the course you'll: Master the fundamentals of Natural Language Processing (NLP) and understand how it can help in making sense of text data for valuable insights. Develop the ability to transform raw text into a structured format that machines can understand and analyze. Discover how to collect data from the web and navigate through semi-structured data, opening up a wealth of data sources for your projects. Learn how to implement sentiment analysis and topic modeling to extract meaning from text data and identify trends. Gain proficiency in applying machine learning and deep learning techniques to text data for tasks such as classification and prediction. Learn to analyze text sentiment, train emotion detectors, and interpret the results, providing a way to gauge public opinion or understand customer feedback. The Hands-on Natural Language Processing (NLP) Boot Camp is an immersive, three-day course that serves as your guide to building machines that can read and interpret human language. NLP is a unique interdisciplinary field, blending computational linguistics with artificial intelligence to help machines understand, interpret, and generate human language. In an increasingly data-driven world, NLP skills provide a competitive edge, enabling the development of sophisticated projects such as voice assistants, text analyzers, chatbots, and so much more. Our comprehensive curriculum covers a broad spectrum of NLP topics. Beginning with an introduction to NLP and feature extraction, the course moves to the hands-on development of text classifiers, exploration of web scraping and APIs, before delving into topic modeling, vector representations, text manipulation, and sentiment analysis. Half of your time is dedicated to hands-on labs, where you'll experience the practical application of your knowledge, from creating pipelines and text classifiers to web scraping and analyzing sentiment. These labs serve as a microcosm of real-world scenarios, equipping you with the skills to efficiently process and analyze text data. Time permitting, you?ll also explore modern tools like Python libraries, the OpenAI GPT-3 API, and TensorFlow, using them in a series of engaging exercises. By the end of the course, you'll have a well-rounded understanding of NLP, and will leave equipped with the practical skills and insights that you can immediately put to use, helping your organization gain valuable insights from text data, streamline business processes, and improve user interactions with automated text-based systems. You?ll be able to process and analyze text data effectively, implement advanced text representations, apply machine learning algorithms for text data, and build simple chatbots. Launch into the Universe of Natural Language Processing The journey begins: Unravel the layers of NLP Navigating through the history of NLP Merging paths: Text Analytics and NLP Decoding language: Word Sense Disambiguation and Sentence Boundary Detection First steps towards an NLP Project Unleashing the Power of Feature Extraction Dive into the vast ocean of Data Types Purification process: Cleaning Text Data Excavating knowledge: Extracting features from Texts Drawing connections: Finding Text Similarity through Feature Extraction Engineer Your Text Classifier The new era of Machine Learning and Supervised Learning Architecting a Text Classifier Constructing efficient workflows: Building Pipelines for NLP Projects Ensuring continuity: Saving and Loading Models Master the Art of Web Scraping and API Usage Stepping into the digital world: Introduction to Web Scraping and APIs The great heist: Collecting Data by Scraping Web Pages Navigating through the maze of Semi-Structured Data Unearth Hidden Themes with Topic Modeling Embark on the path of Topic Discovery Decoding algorithms: Understanding Topic-Modeling Algorithms Dialing the right numbers: Key Input Parameters for LSA Topic Modeling Tackling complexity with Hierarchical Dirichlet Process (HDP) Delving Deep into Vector Representations The Geometry of Language: Introduction to Vectors in NLP Text Manipulation: Generation and Summarization Playing the creator: Generating Text with Markov Chains Distilling knowledge: Understanding Text Summarization and Key Input Parameters for TextRank Peering into the future: Recent Developments in Text Generation and Summarization Solving real-world problems: Addressing Challenges in Extractive Summarization Riding the Wave of Sentiment Analysis Unveiling emotions: Introduction to Sentiment Analysis Tools Demystifying the Textblob library Preparing the canvas: Understanding Data for Sentiment Analysis Training your own emotion detectors: Building Sentiment Models Optional: Capstone Project Apply the skills learned throughout the course. Define the problem and gather the data. Conduct exploratory data analysis for text data. Carry out preprocessing and feature extraction. Select and train a model. ? Evaluate the model and interpret the results. Bonus Chapter: Generative AI and NLP Introduction to Generative AI and its role in NLP. Overview of Generative Pretrained Transformer (GPT) models. Using GPT models for text generation and completion. Applying GPT models for improving autocomplete features. Use cases of GPT in question answering systems and chatbots. Bonus Chapter: Advanced Applications of NLP with GPT Fine-tuning GPT models for specific NLP tasks. Using GPT for sentiment analysis and text classification. Role of GPT in Named Entity Recognition (NER). Application of GPT in developing advanced chatbots. Ethics and limitations of GPT and generative AI technologies.

Register on the SQL NoSQL Big Data and Hadoop today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a digital certificate as a proof of your course completion. The SQL NoSQL Big Data and Hadoop is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The SQL NoSQL Big Data and Hadoop Receive a e-certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Who Is This Course For: The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study the SQL NoSQL Big Data and Hadoop, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. Course Content Section 01: Introduction Introduction 00:07:00 Building a Data-driven Organization - Introduction 00:04:00 Data Engineering 00:06:00 Learning Environment & Course Material 00:04:00 Movielens Dataset 00:03:00 Section 02: Relational Database Systems Introduction to Relational Databases 00:09:00 SQL 00:05:00 Movielens Relational Model 00:15:00 Movielens Relational Model: Normalization vs Denormalization 00:16:00 MySQL 00:05:00 Movielens in MySQL: Database import 00:06:00 OLTP in RDBMS: CRUD Applications 00:17:00 Indexes 00:16:00 Data Warehousing 00:15:00 Analytical Processing 00:17:00 Transaction Logs 00:06:00 Relational Databases - Wrap Up 00:03:00 Section 03: Database Classification Distributed Databases 00:07:00 CAP Theorem 00:10:00 BASE 00:07:00 Other Classifications 00:07:00 Section 04: Key-Value Store Introduction to KV Stores 00:02:00 Redis 00:04:00 Install Redis 00:07:00 Time Complexity of Algorithm 00:05:00 Data Structures in Redis : Key & String 00:20:00 Data Structures in Redis II : Hash & List 00:18:00 Data structures in Redis III : Set & Sorted Set 00:21:00 Data structures in Redis IV : Geo & HyperLogLog 00:11:00 Data structures in Redis V : Pubsub & Transaction 00:08:00 Modelling Movielens in Redis 00:11:00 Redis Example in Application 00:29:00 KV Stores: Wrap Up 00:02:00 Section 05: Document-Oriented Databases Introduction to Document-Oriented Databases 00:05:00 MongoDB 00:04:00 MongoDB Installation 00:02:00 Movielens in MongoDB 00:13:00 Movielens in MongoDB: Normalization vs Denormalization 00:11:00 Movielens in MongoDB: Implementation 00:10:00 CRUD Operations in MongoDB 00:13:00 Indexes 00:16:00 MongoDB Aggregation Query - MapReduce function 00:09:00 MongoDB Aggregation Query - Aggregation Framework 00:16:00 Demo: MySQL vs MongoDB. Modeling with Spark 00:02:00 Document Stores: Wrap Up 00:03:00 Section 06: Search Engines Introduction to Search Engine Stores 00:05:00 Elasticsearch 00:09:00 Basic Terms Concepts and Description 00:13:00 Movielens in Elastisearch 00:12:00 CRUD in Elasticsearch 00:15:00 Search Queries in Elasticsearch 00:23:00 Aggregation Queries in Elasticsearch 00:23:00 The Elastic Stack (ELK) 00:12:00 Use case: UFO Sighting in ElasticSearch 00:29:00 Search Engines: Wrap Up 00:04:00 Section 07: Wide Column Store Introduction to Columnar databases 00:06:00 HBase 00:07:00 HBase Architecture 00:09:00 HBase Installation 00:09:00 Apache Zookeeper 00:06:00 Movielens Data in HBase 00:17:00 Performing CRUD in HBase 00:24:00 SQL on HBase - Apache Phoenix 00:14:00 SQL on HBase - Apache Phoenix - Movielens 00:10:00 Demo : GeoLife GPS Trajectories 00:02:00 Wide Column Store: Wrap Up 00:04:00 Section 08: Time Series Databases Introduction to Time Series 00:09:00 InfluxDB 00:03:00 InfluxDB Installation 00:07:00 InfluxDB Data Model 00:07:00 Data manipulation in InfluxDB 00:17:00 TICK Stack I 00:12:00 TICK Stack II 00:23:00 Time Series Databases: Wrap Up 00:04:00 Section 09: Graph Databases Introduction to Graph Databases 00:05:00 Modelling in Graph 00:14:00 Modelling Movielens as a Graph 00:10:00 Neo4J 00:04:00 Neo4J installation 00:08:00 Cypher 00:12:00 Cypher II 00:19:00 Movielens in Neo4J: Data Import 00:17:00 Movielens in Neo4J: Spring Application 00:12:00 Data Analysis in Graph Databases 00:05:00 Examples of Graph Algorithms in Neo4J 00:18:00 Graph Databases: Wrap Up 00:07:00 Section 10: Hadoop Platform Introduction to Big Data With Apache Hadoop 00:06:00 Big Data Storage in Hadoop (HDFS) 00:16:00 Big Data Processing : YARN 00:11:00 Installation 00:13:00 Data Processing in Hadoop (MapReduce) 00:14:00 Examples in MapReduce 00:25:00 Data Processing in Hadoop (Pig) 00:12:00 Examples in Pig 00:21:00 Data Processing in Hadoop (Spark) 00:23:00 Examples in Spark 00:23:00 Data Analytics with Apache Spark 00:09:00 Data Compression 00:06:00 Data serialization and storage formats 00:20:00 Hadoop: Wrap Up 00:07:00 Section 11: Big Data SQL Engines Introduction Big Data SQL Engines 00:03:00 Apache Hive 00:10:00 Apache Hive : Demonstration 00:20:00 MPP SQL-on-Hadoop: Introduction 00:03:00 Impala 00:06:00 Impala : Demonstration 00:18:00 PrestoDB 00:13:00 PrestoDB : Demonstration 00:14:00 SQL-on-Hadoop: Wrap Up 00:02:00 Section 12: Distributed Commit Log Data Architectures 00:05:00 Introduction to Distributed Commit Logs 00:07:00 Apache Kafka 00:03:00 Confluent Platform Installation 00:10:00 Data Modeling in Kafka I 00:13:00 Data Modeling in Kafka II 00:15:00 Data Generation for Testing 00:09:00 Use case: Toll fee Collection 00:04:00 Stream processing 00:11:00 Stream Processing II with Stream + Connect APIs 00:19:00 Example: Kafka Streams 00:15:00 KSQL : Streaming Processing in SQL 00:04:00 KSQL: Example 00:14:00 Demonstration: NYC Taxi and Fares 00:01:00 Streaming: Wrap Up 00:02:00 Section 13: Summary Database Polyglot 00:04:00 Extending your knowledge 00:08:00 Data Visualization 00:11:00 Building a Data-driven Organization - Conclusion 00:07:00 Conclusion 00:03:00 Resources Resources - SQL NoSQL Big Data And Hadoop 00:00:00

Are you ready to embark on an enlightening journey of wisdom with the Business Analyst bundle, and pave your way to an enriched personal and professional future? If so, then Step into a world of knowledge with our course bundle - Business Analyst. Delve into eight immersive CPD Accredited courses, each a standalone course: Business Analysis Course Level 5 Data Analytics Strategic Business Management - Online Diploma Course Business Plan Business Intelligence Analyst Course Business Law 2021 Learn to Identify and Solve Business Problems Learn to Create Growth Projections for Your Business Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Business Analyst bundle illuminate your path to wisdom. The Business Analyst bundle offers a comprehensive exploration into a rich tapestry of vast knowledge across five carefully curated courses. The journey is designed to enhance your understanding and critical thinking skills. Each course within the bundle provides a deep-dive into complex theories, principles, and frameworks, allowing you to delve into the nuances of the subject matter at your own pace. In the framework of the Business Analyst package, you are bestowed with complimentary PDF certificates for all the courses included in this bundle, all without any additional charge. Adorn yourself with the Business Analyst bundle, empowering you to traverse your career trajectory or personal growth journey with self-assurance. Register today and ignite the spark of your professional advancement! So, don't wait further and join the Business Analyst community today and let your voyage of discovery begin! Learning Outcomes: Attain a holistic understanding in the designated areas of study with the Business Analyst bundle. Establish robust bases across each course nestled within the Business Analyst bundle. Decipher intricate concepts through the articulate content of the Business Analyst bundle. Amplify your prowess in interpreting, scrutinising, and implementing theories. Procure the capacity to engage with the course material on an intellectual and profound level. Become proficient in the art of problem-solving across various disciplines. Stepping into the Business Analyst bundle is akin to entering a world overflowing with deep theoretical wisdom. Each course within this distinctive bundle is an individual journey, meticulously crafted to untangle the complex web of theories, principles, and frameworks. Learners are inspired to explore, question, and absorb, thus enhancing their understanding and honing their critical thinking skills. Each course invites a personal and profoundly enlightening interaction with knowledge. The Business Analyst bundle shines in its capacity to cater to a wide range of learning needs and lifestyles. It gives learners the freedom to learn at their own pace, forging a unique path of discovery. More than just an educational journey, the Business Analyst bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Business Analyst bundle also illuminates the route to a rewarding career. The theoretical insight acquired through this bundle forms a strong foundation for various career opportunities, from academia and research to consultancy and programme management. The profound understanding fostered by the Business Analyst bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Business Analyst journey and let knowledge guide you towards a brighter future. CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals keen on deepening their firm understanding in the respective fields. Students pursuing higher education looking for comprehensive theory modules. Professionals seeking to refresh or enhance their knowledge. Anyone with a thirst for knowledge and a passion for continuous learning. Career path Armed with the Business Analyst bundle, your professional journey can reach new heights. The comprehensive theoretical knowledge from this bundle can unlock diverse career opportunities across several fields. Whether it's academic research, consultancy, or programme management, the Business Analyst bundle lays a solid groundwork. Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript - £9.99

This course will show you why Hadoop is one of the best tools to work with big data. With the help of some real-world data sets, you will learn how to use Hadoop and its distributed technologies, such as Spark, Flink, Pig, and Flume, to store, analyze, and scale big data.

Duration 5 Days 30 CPD hours This course is intended for The audience includes implementers, developers, system administrators, project teams, database administrators and engine project technical teams. The audience also includes consultants that are looking to gain an understanding of Maximo Asset Management 7.6.0.x and the engine. Overview After completing this course, you should be able to perform the following tasks: List the components of Tivoli's process automation engine Understand Maximo modules and applications Understand Tivoli's Process Automation Engine Create the foundation data necessary for Maximo Asset Management Customize the engine database and applications Automate IBM Service Management applications using workflows Use the Maximo Work Centers Use the Integration Framework to import and export data This course is designed for anyone planning to use Maximo Asset Management and Tivoli?s process automation engine with one of the IBM System Management (ISM) products. It is a course that introduces you to the features and functions of both products. IBM Maximo Asset Management Overview This unit focuses on Maximo as an overall product and how Maximo assists companies with their asset management lifecycle. Tivoli Process Automation Engine This unit describes the functions of Tivoli?s process automation engine and introduces the products that are based on the engine. This unit also introduces Start Centers and basic navigation. Architecture and components This unit covers the architecture of Tivoli?s process automation engine. The various components that make up the system are described. The unit will address Java EE servers and the basic use of WebSphere© as it relates to the engine. The unit then covers the organization of the administrative workstation and system properties. The unit briefly describes the setup of the system for using attachments. Foundation Data This unit covers the creation of foundation data for Tivoli?s process automation engine. The foundation data is the software constructs that are necessary in the basic configuration of the product. These constructs include organizations, sites, locations, classifications, and various engine financial configurations. Security Security addresses the need to protect system resources from unauthorized access by unauthenticated users. Resources in the system are protected by Authentication and Authorization. Database architecture This unit illustrates the possible database configurations using the Database Configuration application. It also presents specific command lines that you can run to configure the changes made on the attributes of business objects using the Database Configuration application. Work Management Work Management is a collection of components and products that work together to form a powerful process and work management system. This unit provides a look at work management and focuses on using Work Management to generate, process, and complete work orders. Customizing an application This unit provides an overview of the Application Designer and Migration Manager. You will learn how to change, duplicate and create applications. You will learn the process to move from development, integration testing, user acceptance testing and moving to production. Automation This unit provides a high-level overview of key automation application programs and their functionality. It describes cron tasks, which are used to automate jobs in the system. The unit then discusses various communication tools in the system such as Communication Templates and the E mail Listener application. Finally, automated means of notification using escalations and actions are covered. Workflow This unit focuses on workflow. You learn about the Workflow Designer and its tools. You also learn how to modify an existing workflow and how to manage the included workflows. Reporting This unit provides an overview of the data analysis and reporting options that you can use in the system to analyze data. You create query by example (QBE) reports, result sets, key performance indicators (KPI), and query-based reports (QBRs). Students can optionally review Appendix A to learn how to create a simple enterprise report using Business Intelligence Reporting Tools (BIRT) designer. This report provides an example of how developers create more complex, widely used reports for users. Integration Framework In this unit, a high-level overview of the Integration Framework is provided. The Integration Framework architecture and components are described and basic configuration steps are described. The configuration and steps for loading and exporting data to and from the system are covered. You have the opportunity to practice them also. Budget Monitoring This unit provides information on a new feature introduced in Maximo 7.6.0.8, the Budget Monitoring application. In this application, you can create budget records to monitor transactions in a financial period. Inspection Tools and Tasks This unit introduces the new Inspection application. You can use the Inspections tools to create online inspection forms by using your desktop computer or laptop, and you can use the forms to complete an inspection by using your desktop computer, laptop, or tablet. Troubleshooting This unit focuses on troubleshooting as a systematic approach to solving a problem. The goal is to determine why something does not work as expected and to resolve the problem. It discusses the configuration of logging in the application. It also covers basic troubleshooting techniques, some important component logs, and information about obtaining help from Tivoli Support. Additional course details: Nexus Humans U5TR712 - IBM Maximo Asset Management - System Administration and Development v7.6x 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 U5TR712 - IBM Maximo Asset Management - System Administration and Development v7.6x 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.

Overview Psychology: Psychologist Training opens doors to a world where you can understand people better. This course gives you the tools to look at how people think, feel, and act. The UK's mental health field is growing fast, with more than 40,000 psychologists and therapists working in the NHS alone. This means there are many chances for new psychologists to find work and help others. Our course covers all the important parts of psychology.  You'll learn about how children grow up, why people do what they do, and how our brains work. We also teach you about different mental health issues and how to study human behaviour properly. By the end of the course, you'll know how to look at problems from many angles and help people with their mental health. This knowledge is useful in many jobs, not just as a psychologist. You could work in schools, hospitals, or even help businesses understand their workers better. If you like figuring out puzzles about how people tick, this course is for you. It's a chance to learn skills that can change lives and make the world a bit better. Join us to learn about the amazing science of the human mind and how you can use it to help others. In this course, you will: Understand the fundamental principles and approaches of psychology Analyse human behaviour, emotions, and cognitive processes Examine developmental stages from childhood through adulthood Explore various psychological disorders and their characteristics Apply research methods and assessments in psychological studies Evaluate ethical considerations in psychological practice and research Process of Evaluation After studying the Psychology : Psychologist course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Psychology : Psychologist course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Psychology : Psychologist is suitable for anyone aspiring to start a career in Psychology : Psychologist; even if you are new to this and have no prior knowledge on Psychology : Psychologist, this course is going to be very easy for you to understand.  And if you are already working in the Psychology : Psychologist field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Psychology : Psychologist course is a win-win for you in all aspects.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Psychology : Psychologist course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Psychology : Psychologist course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online Psychology : Psychologist course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Perspectives in Psychology Promo Video 00:01:00 What is Psychology 00:10:00 The Biological Approach 00:10:00 Behaviourist and Cognitive Approaches 00:10:00 Person-Centred Approaches 00:08:00 Research Methods in Psychology 00:12:00 Debates in Psychology 00:13:00 Social Psychology Social Influence: Compliance, Obedience and Conformity 00:10:00 Social Cognition 00:09:00 Applied Social Psychology 00:10:00 Cognitive Psychology and Its Applications Perception 00:10:00 Attention 00:07:00 Remembering (Memory) 00:10:00 Forgetting (Memory) 00:07:00 Language 00:10:00 Thinking (Cognition) 00:07:00 Attitudes 00:10:00 Problem-Solving and Artificial Intelligence 00:09:00 Child Development Issues in Child Development 00:05:00 Cognitive Development 00:07:00 The Development of Language and Communication 00:06:00 Social Perception (Interpersonal Perception) 00:06:00 Moral Development 00:09:00 The Psychology of Atypical (Abnormal) Behaviour The definition and Diagnosis of Atypical (Abnormal) Behaviour 00:07:00 Treatments of atypical (abnormal) behaviour 00:07:00 Emotional disorders 00:05:00 Research Methods Research Methods 00:06:00 Research Issues 00:06:00 Data Analysis 00:07:00 Thank You and Good Bye! 00:02:00

Mastering the landscape beneath our feet is more than just marking boundaries—it’s about understanding the maths, methods, and measurements that shape infrastructure from the ground up. This CPD-accredited Land Surveying and Cost Estimation course is tailored for learners keen to gain essential theoretical insights into surveying principles, cost projection techniques, and the broader world of construction-based assessments. Whether you're new to the subject or brushing up your knowledge, the course presents everything in a straightforward, learner-friendly style without any fluff. You’ll explore topics like topographical data analysis, contour mapping, estimation strategies, and survey methodologies—guided through structured modules that keep your progress on track. From basic definitions to applied formulas, each section is designed to ensure clarity and relevance. There’s no jargon to wade through, just focused content with real applicability for those with an eye on roles in planning, design, or project estimation. No need for hard hats or fieldwork—this learning happens entirely online, on your schedule, from wherever you choose to log in. A sound choice for those looking to grow their expertise with confidence and without complication. Furthermore, just to ensure that you are getting what you are paying for and there's no room for disappointment, you get a full 100% money-back guarantee, so there's nothing to worry about. You can enrol in the course with complete confidence. Course Curriculum: Module 01: Introduction to Land Surveying Module 02: Land Surveying Basics Module 03: Land Surveying Instrumentation Module 04: Land Surveying Methods and Techniques Module 05: Topographic Surveying and Mapping Module 06: Boundary Surveying Module 07: Cost Estimation Module 08: Role of Cost Estimator and New Aspects of Cost Estimation Module 09: Elements and Factors influencing Cost Estimation Module 10: Cost Estimation in Construction Industry Module 11: Cost Management Module 12: Surveying Health and Safety Course Assessment You will immediately be given access to a specifically crafted MCQ test upon completing an online module. For each test, the pass mark will be set to 60%. CPD 10 CPD hours / points Accredited by The CPD Certification Service Who is this course for? The Land Surveying and Cost Estimation - CPD Accredited training is ideal for highly motivated individuals or teams who want to enhance their skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Learn the essential skills and knowledge you need to excel in your professional life with the help & guidance from our Land Surveying and Cost Estimation - CPD Accredited training.