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Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Data Science & Machine Learning with Python is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand. On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level. 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 You don't need any educational qualification or experience to enrol in the Data Science & Machine Learning with Python 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 course. Career Path The certification and skills you get from this Data Science & Machine Learning with Python Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Course Overview & Table of Contents Course Overview & Table of Contents 00:09:00 Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types 00:05:00 Introduction to Machine Learning - Part 2 - Classifications and Applications Introduction to Machine Learning - Part 2 - Classifications and Applications 00:06:00 System and Environment preparation - Part 1 System and Environment preparation - Part 1 00:04:00 System and Environment preparation - Part 2 System and Environment preparation - Part 2 00:06:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 1 00:10:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 2 00:09:00 Learn Basics of python - Functions Learn Basics of python - Functions 00:04:00 Learn Basics of python - Data Structures Learn Basics of python - Data Structures 00:12:00 Learn Basics of NumPy - NumPy Array Learn Basics of NumPy - NumPy Array 00:06:00 Learn Basics of NumPy - NumPy Data Learn Basics of NumPy - NumPy Data 00:08:00 Learn Basics of NumPy - NumPy Arithmetic Learn Basics of NumPy - NumPy Arithmetic 00:04:00 Learn Basics of Matplotlib Learn Basics of Matplotlib 00:07:00 Learn Basics of Pandas - Part 1 Learn Basics of Pandas - Part 1 00:06:00 Learn Basics of Pandas - Part 2 Learn Basics of Pandas - Part 2 00:07:00 Understanding the CSV data file Understanding the CSV data file 00:09:00 Load and Read CSV data file using Python Standard Library Load and Read CSV data file using Python Standard Library 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using NumPy 00:04:00 Load and Read CSV data file using Pandas Load and Read CSV data file using Pandas 00:05:00 Dataset Summary - Peek, Dimensions and Data Types Dataset Summary - Peek, Dimensions and Data Types 00:09:00 Dataset Summary - Class Distribution and Data Summary Dataset Summary - Class Distribution and Data Summary 00:09:00 Dataset Summary - Explaining Correlation Dataset Summary - Explaining Correlation 00:11:00 Dataset Summary - Explaining Skewness - Gaussian and Normal Curve Dataset Summary - Explaining Skewness - Gaussian and Normal Curve 00:07:00 Dataset Visualization - Using Histograms Dataset Visualization - Using Histograms 00:07:00 Dataset Visualization - Using Density Plots Dataset Visualization - Using Density Plots 00:06:00 Dataset Visualization - Box and Whisker Plots Dataset Visualization - Box and Whisker Plots 00:05:00 Multivariate Dataset Visualization - Correlation Plots Multivariate Dataset Visualization - Correlation Plots 00:08:00 Multivariate Dataset Visualization - Scatter Plots Multivariate Dataset Visualization - Scatter Plots 00:05:00 Data Preparation (Pre-Processing) - Introduction Data Preparation (Pre-Processing) - Introduction 00:09:00 Data Preparation - Re-scaling Data - Part 1 Data Preparation - Re-scaling Data - Part 1 00:09:00 Data Preparation - Re-scaling Data - Part 2 Data Preparation - Re-scaling Data - Part 2 00:09:00 Data Preparation - Standardizing Data - Part 1 Data Preparation - Standardizing Data - Part 1 00:07:00 Data Preparation - Standardizing Data - Part 2 Data Preparation - Standardizing Data - Part 2 00:04:00 Data Preparation - Normalizing Data Data Preparation - Normalizing Data 00:08:00 Data Preparation - Binarizing Data Data Preparation - Binarizing Data 00:06:00 Feature Selection - Introduction Feature Selection - Introduction 00:07:00 Feature Selection - Uni-variate Part 1 - Chi-Squared Test Feature Selection - Uni-variate Part 1 - Chi-Squared Test 00:09:00 Feature Selection - Uni-variate Part 2 - Chi-Squared Test Feature Selection - Uni-variate Part 2 - Chi-Squared Test 00:10:00 Feature Selection - Recursive Feature Elimination Feature Selection - Recursive Feature Elimination 00:11:00 Feature Selection - Principal Component Analysis (PCA) Feature Selection - Principal Component Analysis (PCA) 00:09:00 Feature Selection - Feature Importance Feature Selection - Feature Importance 00:06:00 Refresher Session - The Mechanism of Re-sampling, Training and Testing Refresher Session - The Mechanism of Re-sampling, Training and Testing 00:12:00 Algorithm Evaluation Techniques - Introduction Algorithm Evaluation Techniques - Introduction 00:07:00 Algorithm Evaluation Techniques - Train and Test Set Algorithm Evaluation Techniques - Train and Test Set 00:11:00 Algorithm Evaluation Techniques - K-Fold Cross Validation Algorithm Evaluation Techniques - K-Fold Cross Validation 00:09:00 Algorithm Evaluation Techniques - Leave One Out Cross Validation Algorithm Evaluation Techniques - Leave One Out Cross Validation 00:05:00 Algorithm Evaluation Techniques - Repeated Random Test-Train Splits Algorithm Evaluation Techniques - Repeated Random Test-Train Splits 00:07:00 Algorithm Evaluation Metrics - Introduction Algorithm Evaluation Metrics - Introduction 00:09:00 Algorithm Evaluation Metrics - Classification Accuracy Algorithm Evaluation Metrics - Classification Accuracy 00:08:00 Algorithm Evaluation Metrics - Log Loss Algorithm Evaluation Metrics - Log Loss 00:03:00 Algorithm Evaluation Metrics - Area Under ROC Curve Algorithm Evaluation Metrics - Area Under ROC Curve 00:06:00 Algorithm Evaluation Metrics - Confusion Matrix Algorithm Evaluation Metrics - Confusion Matrix 00:10:00 Algorithm Evaluation Metrics - Classification Report Algorithm Evaluation Metrics - Classification Report 00:04:00 Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction 00:06:00 Algorithm Evaluation Metrics - Mean Absolute Error Algorithm Evaluation Metrics - Mean Absolute Error 00:07:00 Algorithm Evaluation Metrics - Mean Square Error Algorithm Evaluation Metrics - Mean Square Error 00:03:00 Algorithm Evaluation Metrics - R Squared Algorithm Evaluation Metrics - R Squared 00:04:00 Classification Algorithm Spot Check - Logistic Regression Classification Algorithm Spot Check - Logistic Regression 00:12:00 Classification Algorithm Spot Check - Linear Discriminant Analysis Classification Algorithm Spot Check - Linear Discriminant Analysis 00:04:00 Classification Algorithm Spot Check - K-Nearest Neighbors Classification Algorithm Spot Check - K-Nearest Neighbors 00:05:00 Classification Algorithm Spot Check - Naive Bayes Classification Algorithm Spot Check - Naive Bayes 00:04:00 Classification Algorithm Spot Check - CART Classification Algorithm Spot Check - CART 00:04:00 Classification Algorithm Spot Check - Support Vector Machines Classification Algorithm Spot Check - Support Vector Machines 00:05:00 Regression Algorithm Spot Check - Linear Regression Regression Algorithm Spot Check - Linear Regression 00:08:00 Regression Algorithm Spot Check - Ridge Regression Regression Algorithm Spot Check - Ridge Regression 00:03:00 Regression Algorithm Spot Check - Lasso Linear Regression Regression Algorithm Spot Check - Lasso Linear Regression 00:03:00 Regression Algorithm Spot Check - Elastic Net Regression Regression Algorithm Spot Check - Elastic Net Regression 00:02:00 Regression Algorithm Spot Check - K-Nearest Neighbors Regression Algorithm Spot Check - K-Nearest Neighbors 00:06:00 Regression Algorithm Spot Check - CART Regression Algorithm Spot Check - CART 00:04:00 Regression Algorithm Spot Check - Support Vector Machines (SVM) Regression Algorithm Spot Check - Support Vector Machines (SVM) 00:04:00 Compare Algorithms - Part 1 : Choosing the best Machine Learning Model Compare Algorithms - Part 1 : Choosing the best Machine Learning Model 00:09:00 Compare Algorithms - Part 2 : Choosing the best Machine Learning Model Compare Algorithms - Part 2 : Choosing the best Machine Learning Model 00:05:00 Pipelines : Data Preparation and Data Modelling Pipelines : Data Preparation and Data Modelling 00:11:00 Pipelines : Feature Selection and Data Modelling Pipelines : Feature Selection and Data Modelling 00:10:00 Performance Improvement: Ensembles - Voting Performance Improvement: Ensembles - Voting 00:07:00 Performance Improvement: Ensembles - Bagging Performance Improvement: Ensembles - Bagging 00:08:00 Performance Improvement: Ensembles - Boosting Performance Improvement: Ensembles - Boosting 00:05:00 Performance Improvement: Parameter Tuning using Grid Search Performance Improvement: Parameter Tuning using Grid Search 00:08:00 Performance Improvement: Parameter Tuning using Random Search Performance Improvement: Parameter Tuning using Random Search 00:06:00 Export, Save and Load Machine Learning Models : Pickle Export, Save and Load Machine Learning Models : Pickle 00:10:00 Export, Save and Load Machine Learning Models : Joblib Export, Save and Load Machine Learning Models : Joblib 00:06:00 Finalizing a Model - Introduction and Steps Finalizing a Model - Introduction and Steps 00:07:00 Finalizing a Classification Model - The Pima Indian Diabetes Dataset Finalizing a Classification Model - The Pima Indian Diabetes Dataset 00:07:00 Quick Session: Imbalanced Data Set - Issue Overview and Steps Quick Session: Imbalanced Data Set - Issue Overview and Steps 00:09:00 Iris Dataset : Finalizing Multi-Class Dataset Iris Dataset : Finalizing Multi-Class Dataset 00:09:00 Finalizing a Regression Model - The Boston Housing Price Dataset Finalizing a Regression Model - The Boston Housing Price Dataset 00:08:00 Real-time Predictions: Using the Pima Indian Diabetes Classification Model Real-time Predictions: Using the Pima Indian Diabetes Classification Model 00:07:00 Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset 00:03:00 Real-time Predictions: Using the Boston Housing Regression Model Real-time Predictions: Using the Boston Housing Regression Model 00:08:00 Resources Resources - Data Science & Machine Learning with Python 00:00:00
In order to grow, every organisation must embrace change. Develop the skills and ability to manage the changes in your company with the Change Management course. This course will educate you on the vitals of change management making you a valuable asset to your organisation. The Change Management course is packed with valuable information. In this course, you will learn about the fundamentals of communication and stakeholder management. It will demonstrate the essentials of crisis management. From this training, you will be able to develop the core skills required for HR management, conflict management and performance management. The course will also include valuable lessons on project management and help you grasp the techniques of risk management. After completing the course, you will receive a certificate of achievement. This certificate will help you impress your current or future employers. So, join now and boost your career! Learning Outcomes Grasp the principles and methodologies that underpin effective change management. Understand the psychological and organizational dynamics of change on individuals and entities. Master communication strategies and stakeholder engagement crucial for successful transitions. Apply human resource management techniques to support individuals and teams through change. Navigate crises, conflicts, and attention management with resilience and strategic acumen. Why choose this Change Management course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Change Management course for? Aspiring change management professionals seeking expertise. Business leaders aiming to drive and navigate organizational change. Human resource practitioners involved in change initiatives. Project managers wanting to enhance change implementation skills. Individuals interested in crisis and conflict management in dynamic environments. Career path Change Management Consultant: £40,000 - £60,000 Organizational Development Manager: £45,000 - £70,000 Human Resource Director: £50,000 - £80,000 Project Manager: £40,000 - £65,000 Crisis Management Specialist: £35,000 - £55,000 Communication Strategist: £35,000 - £50,000 Prerequisites This Change Management does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Change Management was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Module 01: Change Management Change Management 00:24:00 Module 02: Change and the Individual Change and the Individual 00:32:00 Module 03: Change and the Organisation Change and the Organisation 00:33:00 Module 04: Communication and Stakeholder Engagement Communication and Stakeholder Engagement 00:17:00 Module 05: Human Resource Management Human Resource Management 00:18:00 Module 06: Crisis Management Crisis Management 00:26:00 Module 07: Conflict Management Conflict Management 00:15:00 Module 08: Attention Management Attention Management 00:33:00 Module 09: Performance Management Performance Management 00:19:00 Module 10: Project Management Project Management 00:20:00 Module 11: Risk Assessment and Management Risk Assessment and Management 00:16:00 Module 12: Stress Management Stress Management 00:17:00
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This The Complete Agile Scrum Fundamentals Course Bundle consists of the following 30 CPD Accredited Premium courses - Course 01: Agile Scrum Master Certification Course 02: Agile Project Management Diploma Course 03: Project Management - Planning, Executing, Maintaining and Controlling Course 04: Practical Project Management Course 05: Lean Six Sigma White Belt course Course 06: Six Sigma Green Belt Diploma Course 07: Lean Leadership, Culture and Management - Online Diploma Course 08: Diploma in Lean Process and Six Sigma at QLS Level 5 Course 09: Process Improvement Course 10: Six Sigma Black Belt - Advance Diploma Course 11: Process Mapping: Toolkit Course 12: Optimizing Workspaces: The 5S Lean Methodology in Action Course 13: Advanced Diploma in Quality Management and Strategic Training - ISO 9001 at QLS Level 7 Course 14: Team Management Course 15: Organizational Behaviour, HR and Leadership Course 16: RCA: Root Cause Analysis Course 17: Change Management Course 18: Lean Six Sigma White Belt course Course 19: Optimizing Workspaces: The 5S Lean Methodology in Action Course 20: CSR Policies & Supply Chain Management Course 21: Stakeholder Management Course 22: Fundamentals of Business Analysis Course 23: Organisation & People Management Course 24: Corporate Relationship Goals for Success Course 25: Strategic Business Management - Online Diploma Course Course 26: Business Strategy Planning Course 27: Enterprise Resource Planning (ERP) Course 28: Mastering the Art of Negotiation and Conflict Resolution Course 29: Financial Modelling for Decision Making and Business plan Course 30: Customer Relationship Management 10 Extraordinary Career Oriented courses that will assist you in reimagining your thriving techniques- Course 01: Career Development Plan Fundamentals Course 02: CV Writing and Job Searching Course 03: Interview Skills: Ace the Interview Course 04: Video Job Interview for Job Seekers Course 05: Create a Professional LinkedIn Profile Course 06: Business English and Communication Skills Course 07: Successful Business Networking Skills Course Course 08: Double Your Assertiveness, Confidence & Communication Skills Course 09: Public Speaking: Presentations like a Boss Course 10: Emotional Intelligence: Become EQ Counsellor Learning Outcome This tailor-made The Complete Agile Scrum Fundamentals Course bundle will allow you to- Uncover your skills and aptitudes to break new ground in the related fields Deep dive into the fundamental knowledge Acquire some hard and soft skills in this area Gain some transferable skills to elevate your performance Maintain good report with your clients and staff Gain necessary office skills and be tech savvy utilising relevant software Keep records of your work and make a report Know the regulations around this area Reinforce your career with specific knowledge of this field Know your legal and ethical responsibility as a professional in the related field This The Complete Agile Scrum Fundamentals Course Bundle resources were created with the help of industry experts, and all subject-related information is kept updated on a regular basis to avoid learners from falling behind on the latest developments. Certification After studying the complete training you will be able to take the assessment. After successfully passing the assessment you will be able to claim all courses pdf certificates and 1 hardcopy certificate for the Title Course completely free. Other Hard Copy certificates need to be ordered at an additional cost of •8. CPD 400 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Ambitious learners who want to strengthen their CV for their desired job should take advantage of the The Complete Agile Scrum Fundamentals Course bundle! 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Searching for a job can be exciting; it can also be fraught with anxiety and discomfort due to change and the unknown. Whether you are already in the midst of a job search or are considering one, this Interview Skills - Level 2 course will provide you with the skills necessary to identify and apply for suitable jobs, as well as to prepare for and conduct yourself in a job interview. The job market today is not what it was even five years ago. Knowing where to go, who to talk to, and what opportunities are available will help you transition from someone who fantasizes about having a job to someone who has the job they've always wanted. The purpose of this Interview Skills - Level 2 course is to help you determine your skillset, the type of work that is important and realistic to include in your search, and how to get started. Learning Outcomes After completing this Interview Skills - Level 2 course, the learner will be able to: Learn how to identify achievable job goals. Gain a thorough understanding of the key qualities required for employment from an employer's perspective. Know the different types of CVs and cover letters used to apply for jobs. Know how to identify suitable job opportunities and apply for them. Understand how to prepare for an interview. Understand how to conduct yourself in an interview situation. Know how to reflect on your own performance following an interview situation. Why Choose Award in Job Search and Interview Skills Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. This Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the Interview Skills - Level 2 course. ***Courses are included in this Interview Skills - Level 2 Bundle Course Course 01: Interview Skills - Level 2 Course 02: Level 7 Life Coaching Course 03: Level 4 Copywriting Course 04: Anger Management Course 05: Dealing With Difficult People Course 06: Level 4 Time Management Course Course 07: Communication Skills Course Course 08: Level 5 Negotiation Skills Course Course 09: Workplace Stress Management Course 10: Workplace First Aid Training ***Other Benefits of Interview Skills - Level 2 Bundle Course Free 10 PDF Certificate Lifetime Access Free Retake Exam Tutor Support [ Note: Free PDF certificate as soon as completing the Interview Skills - Level 2 course] Detailed course curriculum of the Interview Skills - Level 2 Course: Module 01: Preparing to Achieve Own Job Goals Understand how to identify achievable job goals Understand the key qualities required for employment from an employer perspective Be able to identify own employability skills Module 02: Promoting Yourself and Preparing for a Job Interview Know the different types of CV and cover letter used to apply for jobs Understand where and how to search for jobs Be able to identify suitable job opportunities and apply for them Understand how to prepare for an interview Be able to conduct self in an interview situation Be able to reflect on own performance following an interview situation --------------------- Assessment Method After completing each module of the Interview Skills - Level 2 Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification After completing the MCQ/Assignment assessment for this Interview Skills - Level 2 course, you will be entitled to a Certificate of Completion from Training Tale. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? The Interview Skills - Level 2 course is ideal for anyone who wants to learn how to apply for the job they want. Requirements There are no specific requirements for this Interview Skills - Level 2 course because it does not require any advanced knowledge or skills. Certificates Certificate of completion Digital certificate - Included
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