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Do you want to prepare for your dream job but strive hard to find the right courses? Then, stop worrying, for our strategically modified Construction Safety Management bundle will keep you up to date with the relevant knowledge and most recent matters of this emerging field. So, invest your money and effort in our 30 course mega bundle that will exceed your expectations within your budget. The Construction Safety Management related fields are thriving across the UK, and recruiters are hiring the most knowledgeable and proficient candidates. It's a demanding field with magnitudes of lucrative choices. If you need more guidance to specialise in this area and need help knowing where to start, then StudyHub proposes a preparatory bundle. This comprehensive Construction Safety Management bundle will help you build a solid foundation to become a proficient worker in the sector. This Construction Safety Management Bundle consists of the following 25 CPD Accredited Premium courses - Course 1: Site Management Safety Training Scheme Course 2: CDM Regulations Course 3: Site Safety Plus Course 4: CSCS Health and Safety in a Construction Environment (Leading to CSCS Green Card) Course 5: Construction Project Management Course 6: Asbestos Surveying Course 7: COSHH Awareness Course 8: Noise and Hearing Protection Course 9: Working in Confined Spaces Course 10: Working at Height Training Course 11: Construction Management Level 3 Course 12: Environmental Engineering Course 13: Emergency First Aid at Work (EFAW) Course 14: Construction Project Management Course 15: Purchasing and Procurement Diploma Course 16: Operations and Supply Chain Management Course 17: Gas Safety Course 18: Environmental Health Course 19: Abrasive Wheels Course 20: Construction Risk Assessment Course 21: LOLER Regulations and LOLER Inspection Training Course 22: Manual Handling Interactive Training Course 23: Fire Safety Course 24: Quality Assurance (QA) Management Course 25: Quantity Surveying 5 Extraordinary Career Oriented courses that will assist you in reimagining your thriving techniques- Course 1:Career Development Plan Fundamentals Course 2:CV Writing and Job Searching Course 3:Interview Skills: Ace the Interview Course 4:Video Job Interview for Job Seekers Course 5:Create a Professional LinkedIn Profile Learning Outcome This tailor-made Construction Safety Management 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 Construction Safety Management 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 300 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 Construction Safety Management bundle! This bundle is also ideal for professionals looking for career advancement. Requirements To participate in this course, all you need is - A smart device A secure internet connection And a keen interest in Construction Safety Management Career path Upon completing this essential Bundle, you will discover a new world of endless possibilities. These courses will help you to get a cut above the rest and allow you to be more efficient in the relevant fields.

Do you want to prepare for your dream job but strive hard to find the right courses? Then, stop worrying, for our strategically modified Surveying Basics for Construction bundle will keep you up to date with the relevant knowledge and most recent matters of this emerging field. So, invest your money and effort in our 30 course mega bundle that will exceed your expectations within your budget. The Surveying Basics for Construction related fields are thriving across the UK, and recruiters are hiring the most knowledgeable and proficient candidates. It's a demanding field with magnitudes of lucrative choices. If you need more guidance to specialise in this area and need help knowing where to start, then StudyHub proposes a preparatory bundle. This comprehensive Surveying Basics for Construction bundle will help you build a solid foundation to become a proficient worker in the sector. This Surveying Basics for Construction Bundle consists of the following 25 CPD Accredited Premium courses - Course 01 :Quantity Surveying Course 02 :Surveying Basics Course 03 :Building Surveying Course 04 :Land Surveying and Cost Estimation Course 05 :Residential Surveyor Course 06 :Construction Industry Scheme (CIS) Course 07 :Site Safety Plus Course 08 :CSCS Health and Safety in a Construction Environment (Leading to CSCS Green Card) Course 09 :Construction Risk Assessment Course 10 :Operations and Supply Chain Management Course 11 :Construction Management Level 3 Course 12 :Construction Project Management Course 13 :Site Management Safety Training Scheme Course 14 :CDM Regulations Course 15 :Environmental Health Course 16 :Abrasive Wheels Course 17 :Purchasing and Procurement Diploma Course 18 :LOLER Regulations and LOLER Inspection Training Course 19 :Manual Handling Interactive Training Course 20 :Environmental Engineering Course 21 :Advanced Electrical Safety Course 22 :Emergency First Aid at Work (EFAW) Course 23 :Asbestos Surveying Course 24 :COSHH Awareness Course 25 :Gas Safety 5 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 Learning Outcome This tailor-made Surveying Basics for Construction 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 Surveying Basics for Construction 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 MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim all courses pdf certificates and 1 hardcopy certificate for the Title Course for free. Other Hard Copy certificates need to be ordered at an additional cost of •8. CPD 300 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 Surveying Basics for Construction bundle! This bundle is also ideal for professionals looking for career advancement. Requirements To participate in this course, all you need is - A smart device A secure internet connection And a keen interest in Surveying Basics for Construction Career path Upon completing this essential Bundle, you will discover a new world of endless possibilities. These courses will help you to get a cut above the rest and allow you to be more efficient in the relevant fields.

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

Do you want to prepare for your dream job but strive hard to find the right courses? Then, stop worrying, for our strategically modified Solar Energy and Environmental Management bundle will keep you up to date with the relevant knowledge and most recent matters of this emerging field. So, invest your money and effort in our 33 course mega bundle that will exceed your expectations within your budget. The Solar Energy and Environmental Management related fields are thriving across the UK, and recruiters are hiring the most knowledgeable and proficient candidates. It's a demanding field with magnitudes of lucrative choices. If you need more guidance to specialise in this area and need help knowing where to start, then StudyHub proposes a preparatory bundle. This comprehensive Solar Energy and Environmental Management bundle will help you build a solid foundation to become a proficient worker in the sector. This Solar Energy and Environmental Management Bundle consists of the following 30 CPD Accredited Premium courses - Course 1: Solar Energy Course 2: Sustainable Energy, Development and Environmental Impacts Course 3: Oil and Gas Industry Course 4: Petroleum Refining Demystified Course 5: Online Course in Conservation Course 6: Homesteading Diploma Course 7: Floristry Academy Diploma Course 8: Arboriculture Course 9: Marine Biology Course - Online Diploma Course 10: Garden Design Course 11: Reproduction in Flowering Plants Course 12: Kitchen Gardening Course 13: Mushroom Growing Course Course 14: Carbon Literacy Knowledge Course 15: Animal Science Course 16: Environment Management Course 17: Environmental Health Course 18: Environmental Law 2021 Course 19: Meteorology Course 20: Land Management Course 21: Diploma in Water Treatment Course 22: Forestry Course 23: Agricultural Science Course 24: Botany Course 25: Wildlife Rescue and Rehabilitation Course 26: Architectural Studies Course 27: Cleaning: Disinfection, Waste Management and Chemical Safety Course 28: COSHH (Control of Substances Hazardous to Health) - Awareness Course 29: Spill Management Training Course 30: Horticulture & Organic Gardening 3 Extraordinary Career Oriented courses that will assist you in reimagining your thriving techniques- Course 1:Career Development Plan Fundamentals Course 2:CV Writing and Job Searching Course 3:Interview Skills: Ace the Interview Learning Outcome This tailor-made Solar Energy and Environmental Management 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 Solar Energy and Environmental Management 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 330 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 Solar Energy and Environmental Management bundle! This bundle is also ideal for professionals looking for career advancement. Requirements To participate in this course, all you need is - A smart device A secure internet connection And a keen interest in Solar Energy and Environmental Management Career path Upon completing this essential Bundle, you will discover a new world of endless possibilities. These courses will help you to get a cut above the rest and allow you to be more efficient in the relevant fields.

Do you want to prepare for your dream job but strive hard to find the right courses? Then, stop worrying, for our strategically modified Educational Psychology and Management bundle will keep you up to date with the relevant knowledge and most recent matters of this emerging field. So, invest your money and effort in our 33 course mega bundle that will exceed your expectations within your budget. The Educational Psychology and Management related fields are thriving across the UK, and recruiters are hiring the most knowledgeable and proficient candidates. It's a demanding field with magnitudes of lucrative choices. If you need more guidance to specialise in this area and need help knowing where to start, then StudyHub proposes a preparatory bundle. This comprehensive Educational Psychology and Management bundle will help you build a solid foundation to become a proficient worker in the sector. This Educational Psychology and Management Bundle consists of the following 30 CPD Accredited Premium courses - Course 01 :Teaching Assistant Diploma Course 02 :SEND Teaching Assistant Course 03 :EYFS Teaching Assistant Course 04 :Phonics Teaching Certificate Course 05 :Remote Teaching Course 06 :Lesson Planning for Teaching Course 07 :Child Language Disorder (CLD) Course 08 :Child Playwork Course 09 :Child Neglect Awareness & Protection Course 10 :Communication Skills Course 11 :Team Management Course 12 :Problem Solving Skills Course 13 :Blended Learning Course for Teachers Course 14 :Understanding Autism Level 3 Course 15 :Health and Safety Training for School Administrators Course 16 :Education Management Course 17 :Education and Pedagogy Course 18 :Learning Disability Nursing Course 19 :Nursery Nurse Course 20 :Mental Health Teaching Assistant Course 21 :ADHD Awareness Course 22 :The Complete Guide To Getting A Teaching Job Course 23 :Leadership in Teaching Course 24 :Positive Handling in Schools Course 25: Learning to Learn - Super Learning Course 26: Educational Psychology Course 27: Leadership Skills Course 28: Presentation Skills Course 29: Microsoft Office Course 30: Cross-Cultural Awareness Training 3 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 Learning Outcome This tailor-made Educational Psychology and Management 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 Educational Psychology and Management 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 330 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 Educational Psychology and Management bundle! This bundle is also ideal for professionals looking for career advancement. Requirements To participate in this course, all you need is - A smart device A secure internet connection And a keen interest in Educational Psychology and Management Career path Upon completing this essential Bundle, you will discover a new world of endless possibilities. These courses will help you to get a cut above the rest and allow you to be more efficient in the relevant fields.

Do you want to prepare for your dream job but strive hard to find the right courses? Then, stop worrying, for our strategically modified Sustainable Energy and Solar Energy bundle will keep you up to date with the relevant knowledge and most recent matters of this emerging field. So, invest your money and effort in our 33 course mega bundle that will exceed your expectations within your budget. The Sustainable Energy and Solar Energy related fields are thriving across the UK, and recruiters are hiring the most knowledgeable and proficient candidates. It's a demanding field with magnitudes of lucrative choices. If you need more guidance to specialise in this area and need help knowing where to start, then StudyHub proposes a preparatory bundle. This comprehensive Sustainable Energy and Solar Energy bundle will help you build a solid foundation to become a proficient worker in the sector. This Sustainable Energy and Solar Energy Bundle consists of the following 30 CPD Accredited Premium courses - Course 01:Sustainable Energy, Development and Environmental Impacts Course 02:Oil and Gas Industry Course 03:Solar Energy Course 04:Petroleum Refining Demystified Course 05:Online Course in Conservation Course 06:Environment Management Course 07:Garden Design Course 08:Reproduction in Flowering Plants Course 09:Kitchen Gardening Course 10:Mushroom Growing Course Course 11:Carbon Literacy Knowledge Course 12:Animal Science Course 13:Spill Management Training Course 14:Horticulture & Organic Gardening Course 15:Homesteading Diploma Course 16:Floristry Academy Diploma Course 17:Arboriculture Course 18:Marine Biology Course - Online Diploma Course 19:Agricultural Science Course 20:Botany Course 21:Wildlife Rescue and Rehabilitation Course 22:Architectural Studies Course 23:Cleaning: Disinfection, Waste Management and Chemical Safety Course 24:COSHH (Control of Substances Hazardous to Health) - Awareness Course 25:Environmental Health Course 26:Environmental Law 2021 Course 27:Meteorology Course 28:Land Management Course 29:Diploma in Water Treatment Course 30:Forestry 3 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 Learning Outcome This tailor-made Sustainable Energy and Solar Energy 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 Sustainable Energy and Solar Energy 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 330 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 Sustainable Energy and Solar Energy bundle! This bundle is also ideal for professionals looking for career advancement. Requirements To participate in this course, all you need is - A smart device A secure internet connection And a keen interest in Sustainable Energy and Solar Energy Career path Upon completing this essential Bundle, you will discover a new world of endless possibilities. These courses will help you to get a cut above the rest and allow you to be more efficient in the relevant fields.

Overview This comprehensive course on Environment Management will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Environment Management comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Environment Management. It is available to all students, of all academic backgrounds. Requirements Our Environment Management is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 1 sections • 10 lectures • 04:13:00 total length •Module 01: Environment and Ecology: 00:20:00 •Module 02: Environmental Issues: 00:26:00 •Module 03: Environmental Planning: 00:21:00 •Module 04: Environmental Management System: 00:31:00 •Module 05: Ecosystem Management: 00:28:00 •Module 06: Environmental Law and Policy: 00:23:00 •Module 07: Improving Environmental Performance: 00:24:00 •Module 08: Environmental Management Audit: 00:37:00 •Module 09: Situational Environmental Management: 00:26:00 •Module 10: Review and Performance: 00:17:00

Overview This comprehensive course on Corporate Social Responsibility (CSR) will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Corporate Social Responsibility (CSR) comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Corporate Social Responsibility (CSR). It is available to all students, of all academic backgrounds. Requirements Our Corporate Social Responsibility (CSR) is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 6 sections • 6 lectures • 01:31:00 total length •Introduction to Corporate Social Responsibility: 00:24:00 •Stakeholders & the social contract: 00:15:00 •A Sustainable Perspective: 00:15:00 •Implementing CSR: 00:20:00 •Performance Evaluation and Performance Reporting: 00:17:00 •Optional Assignment - Corporate Social Responsibility (CSR): 00:00:00

Overview This comprehensive course on Data Science & Machine Learning with Python will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Data Science & Machine Learning with Python comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Data Science & Machine Learning with Python. It is available to all students, of all academic backgrounds. Requirements Our Data Science & Machine Learning with Python is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 2 sections • 90 lectures • 10:24:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:08:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:07:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00