2618 Engineering courses in Walton-on-the-Naze delivered On Demand

Construction and bricklaying are age-old professions that have literally built the world around us. Every building, home, and structure is a testament to the skills and craftsmanship of dedicated workers in this industry. In the UK job market, there's a soaring demand for versatile construction workers and handypersons as infrastructure projects continue to burgeon. With job demand rising by a considerable percentage annually and salary ranges spanning between £22,000 to £40,000 per annum, there's never been a better time to embark on this career. Our Construction: Handyperson and Bricklaying bundle course will teach you the essential skills and knowledge you need to succeed in these roles. You will learn about bricklaying techniques, construction safety, and a variety of handyman skills, including electrical work, plumbing, carpentry, and basic maintenance. This course is perfect for anyone looking to start a new career in construction or who wants to improve their skills and knowledge in this field. It is also ideal for those interested in starting their own handyman business. Join us and lay the first brick to your success! This Construction: Handyperson and Bricklaying Bundle Includes Course 01: Bricklaying Course Course 02: Handyperson/Handyman Course Course 03: Construction Safety Course Course 04: Lone Worker Safety Course Construction: Handyperson and Bricklaying Bundle Learning Outcomes: Understand core principles of bricklaying and construction. Grasp key construction safety regulations and practices. Comprehend the intricacies of lone worker safety. Learn tools and techniques specific to handyperson roles. Master basics of electrical work, plumbing, and carpentry. Acquire insights into starting a handyperson business. Evaluate risks and control measures in construction scenarios. So, enrol in our Construction: Handyperson and Bricklaying bundle now! Elevate your construction career with our comprehensive course bundle. Gain expertise in Bricklaying and Handyperson skills while mastering essential Construction and Lone Worker Safety protocols. Equip yourself with the knowledge to excel and stay safe on the job. Start your journey to becoming a top construction professional today Course Curriculum Course 01: Bricklaying Course Introduction to Bricklaying Tools of Bricklaying Bonding of Bricklaying Basic Techniques of Bricklaying Constructing Walls Basic Joint Finishes Building Curved Arches Building Curved Brickwork and Defects and Maintenance of Bricklaying Course 02: Handyperson/Handyman Course Introduction to Handyperson Basic Tools and Equipment Electrical Work Plumbing Skills Appliances General Carpentry Basic Maintenance Skills Walls and Floors Painting and Decorating Drilling, Tiling and Welding Construction Projects Health and Safety at Work Starting Own Business for Handyperson Course 03: Construction Safety Course Health and Safety at Work and the Laws Site Management Risk and Value Management Communications, Information and Documentation of Construction Health and Safety in Construction Management Managing for Health and Safety Introduction and Basics Safety Precautions Electrical Incidents Reducing and Controlling Risks Introduction, Regulations and Duties Assessment and Prevention of the Risks Work at Height Equipment Working in Confined Spaces and the Laws Risk Assessment Control Measures Emergency Procedures Course 04: Lone Worker Safety Course Basics of Lone Working Lone Worker's Safety Laws Risk Assessment Safe Working System for Lone Working Conflict Avoidance and Resolution Reporting and Recording Incidents Physical and Mental Well-being First Aid and Workplace Safety for Lone Workers CPD 30 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Construction and bricklaying course is beneficial for: Aspiring construction workers Experienced professionals seeking skill expansion Career changers entering construction Construction supervisors improving safety practices DIY enthusiasts wanting professional skills Lone workers need safety training Requirements Enrolling in this Construction: Handyperson and Bricklaying course requires a basic understanding of the English Language and an internet connection. Career path The Construction: Handyperson and Bricklaying course will enhance your knowledge and confidence in exploring opportunities in various sectors. Bricklayer: £30,000 to £40,000 per year. Construction Manager: £40,000 to £70,000 per year. Quantity Surveyor: £30,000 to £60,000 per year. Building Inspector: £25,000 to £45,000 per year. Certificates 4 CPD Accredited PDF Certificate Digital certificate - Included 4 CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 Delivery Charge: Inside the UK: Free Outside the UK: £9.99 each

Rail Training: Rail Training Are you willing for preparing a rewarding career in rail transportation? If so, then join our exciting rail training course to improve your career opportunities. The rail training course offers comprehensive instruction for individuals pursuing careers in the railway industry. The rail training course covers essential topics such as safety protocols, track maintenance, signaling systems, and customer service. Moreover, this rail training course equips participants with the knowledge and skills needed for success in various railway roles. The rail training course students will gain proficiency in operating equipment, troubleshooting issues, and adhering to industry regulations. Enrol in our Rail Training: Rail Training course for a combination of theoretical learning and hands-on training to unlock your fascination in this sector. With the Rail Training: Rail Training course, you may unlock your potential by joining us on this fascinating educational adventure! Courses including with Rail Training Course 01: Rail Training Course 02: Level 4 Logistics Management Course 03: Facilities Management Course 04: Supply Chain Management Course 05: Manual Handling Training [ Note: Free PDF certificate as soon as completing Rail Training: Rail Training Course] Rail Training: Rail Training Course Curriculum of Rail Training Course Module 01: Introduction to Rail Operations Module 02: Rail Safety and Regulations Module 03: Basics of Rail Infrastructure Module 04: Train Operations and Control Module 05: Customer Service in Rail Module 06: Passenger Safety and Emergency Response Module 07: Environmental Sustainability in Rail Module 08: Career Development in Rail Assessment Method of Rail Training: Rail Training After completing Rail Training: Rail Training Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Rail Training: Rail Training After completing the Rail Training: Rail Training course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99 Who is this course for? Rail Training: Rail Training The purpose of this Rail Training: Rail Training course is to help those who are interested in improving their knowledge and proficiency in Rail Training: Rail Training essentials. Requirements Rail Training: Rail Training There are no particular requirements for this Rail Training: Rail TrainingCourse because it doesn't call for any specialized training. Career path Rail Training: Rail Training Enrolling in and successfully completing the Rail Training: Rail Training course can lead to a variety of rewarding employment options.

Course overview Learn the skills you need to establish a career as an HVAC technician from the online Online Heating, Ventilation & Air Conditioning (HVAC) Technician course. This course will teach you all the basic techniques of installation and maintenance of HVAC equipment and get you ready to take your first step to be an HVAC technician. The small and understandable lessons of the Online Heating, Ventilation & Air Conditioning (HVAC) Technician course will help you to grasp any difficult procedure easily. You will learn how to install HVAC equipment from the course. This Online Heating, Ventilation & Air Conditioning (HVAC) Technician course will also teach you how you can maintain your equipment and machines and make your life smoother. You will get the theoretical knowledge to fix your ventilation and air conditioning devices, understand their functions and repair them. Course Preview Learning outcomes Learn about the steps of HVAC installation Understand the fundamentals of heating and ventilation system Be able to perform the basic maintenance of the HVAC system Learn about the air conditioning system and its functions Be able to fix the problems in piping, duct and compressors Familiarize with safety procedures of HVAC system Understand the legal obligations and regulations for maintenance of HVAC system Who Is This Course For? Anyone interested in learning HVAC techniques most efficiently can take this Online Heating, Ventilation & Air Conditioning (HVAC) Technician course. The skills gained from this training will provide excellent opportunities for career advancement.  Entry Requirement This course is available to all learners of all academic backgrounds. Learners should be aged 16 or over. Good understanding of English language, numeracy and ICT skills are required to take this course. Why Choose Us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos and materials from the industry-leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; United Kingdom & internationally recognized accredited qualification; Access to course content on mobile, tablet and desktop from anywhere, anytime; Substantial career advancement opportunities; 24/7 student support via email. Certificate of Achievement After completing this course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates & Transcripts can be obtained either in Hardcopy at £14.99 or in PDF format at £11.99. Career Path The Online Heating, Ventilation & Air Conditioning (HVAC) Technician course provides essential skills that will make you more effective in your role. It would be beneficial for any related profession in the industry, such as: Electricians Engineers Fabricators HVAC Technicians HVAC Installers HVAC Mechanics HVAC Installation Helpers Maintenance Technicians Residential Managers Online Heating, Ventilation & Air Conditioning (HVAC) Technician Module 01: Introduction to Heating, Ventilation & Air Conditioning (HVAC) 00:15:00 Module 02: Heating Fundamentals and Psychrometrics 00:35:00 Module 03: HVAC Systems 00:17:00 Module 04: Heating and Ventilation 00:24:00 Module 05: Air Conditioning Systems for HVAC Technicians 00:24:00 Module 06: Compressors, Water Chillers, and Fans 00:27:00 Module 07: Piping for HVAC Technician 00:22:00 Module 08: Duct System in HVAC 00:30:00 Module 09: Refrigeration and Refrigerants 00:22:00 Module 10: Special Applications 00:26:00 Module 11: HVAC System Selection 00:20:00 Module 12: Safety in the HVAC Industry 00:29:00 Order Your Certificates and Transcripts Order Your Certificates and Transcripts 00:00:00

CPD Accredited | Career Oriented Learning Modules | 24x7 Tutor Support | Lifetime Access

Course overview Learn the essential site management and security technique from this Site Management Safety Training course and ensure the best and safest working environment for your team. This course will assist you to maintain all the regulation of site management and boost your productivity in no time. The Site Management Safety Training course is one of the most demanding course about site management. You'll get to know abut the skills you need to have to work in the construction sector. You'll learn the rules and regulations of site management, best practices and safety measures. This course will strengthen your basics and enhance your understanding about site management. The interactive and easily understandable lessons will teach you site management techniques effectively. Please Note: This Site Management Safety Training Course isn't endorsed or related to CITB. Therefore, the certificate issued after the successful completion of the course won't be recognised by CITB. Learning outcomes Learn about the principles of site management Know about the safety procedures and its importance in site management Ensure the safety of the staffs while working in a site Be able to assess risk Familiarise with risk management procedures Be able to mitigate risks when working with electricity and scaffolding Learn about the safety in excavation areas and confined spaces Who Is This Course For? Anyone interested in learning site management most efficiently can take this Site Management Safety Training course. The skills gained from this training will provide excellent opportunities for career advancement.  Entry Requirement This course is available to all learners of all academic backgrounds. Learners should be aged 16 or over. Good understanding of English language, numeracy and ICT skills are required to take this course. Certification After you have successfully completed the course, you will obtain an Accredited Certificate of Achievement. And, you will also receive a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy for £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why Choose Us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos and materials from the industry-leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; United Kingdom & internationally recognised accredited qualification; Access to course content on mobile, tablet and desktop from anywhere, anytime; Substantial career advancement opportunities; 24/7 student support via email. Career Path The Site Management Safety Training course provides essential skills that will make you more effective in your role. It would be beneficial for any related profession in the industry, such as: Site Managers Property Supervisors Project Managers Site Instructors Security Professionals Site Supervisors Site Management Safety Training Module 01: Health and Safety at Work 00:22:00 Module 02: Site Set-Up 00:34:00 Module 03: Construction Design and Management (CDM) Regulations 00:17:00 Module 04: Risk Identification, Assessment and Management 00:31:00 Module 05: Behavioural Safety 00:22:00 Module 06: Management of Occupational Health 00:34:00 Module 07: Electricity 00:31:00 Module 08: Working at Height 00:29:00 Module 09: Scaffolding 00:21:00 Module 10: Excavations and Confined Space 00:37:00 Module 11: Demolition 00:24:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Tiling: Tiling Training Course Online Are you trying to delve yourself into its fundamental concepts, advanced techniques, and real-world applications? Our comprehensive Tiling: Tiling Training Course is ready to enrol. Through the Tiling: Tiling Training Course, you will gain comprehensive guidance on surface preparation and tile arrangements. The Tiling: Tiling Training Course also covers grouting and cutting processes. This Tiling: Tiling Training Course gives students insight into dealing with a variety of tile materials. This Tiling: Tiling Training Course includes materials such as natural stone, porcelain, and ceramic. To explore a practical understanding of both residential and commercial tiling projects, enrol in our Tiling: Tiling Training Course as soon as possible! Main Course: Tiling Course Why choose this Tiling: Tiling Training Course from the School of Health Care? Self-paced Tiling: Tiling Training Course, access available from anywhere in the world. High-quality study materials that are easy to understand. Tiling: Tiling Training Course developed by industry experts. After each module, there will be an MCQ quiz to assess your learning. Assessment results are generated automatically and instantly. 24/7 support is available via live chat, phone call, or email. Free PDF certificate after completing the Tiling: Tiling Training Course. [ Note: Free PDF certificate as soon as completing the Tiling: Tiling Training Course] Tiling: Tiling Training Course Online This Tiling: Tiling Training Course consists of 08 modules. Course Curriculum of Tiling Training Course Module 01: Introduction to Tiling Module 02: Prime Areas to Receive Tiling Module 03: Building Speed and Precision Module 04: Tile Patterns and Layouts Module 05: Estimating Tile Quantities Module 06: Use of Washboys Module 07: Use of Laser Lines/Levels Module 08: How to Prepare a Quote Assessment Method of Tiling: Tiling Training Course After completing Working in Tiling: Tiling Training Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Tiling: Tiling Training Course After completing the Working in Tiling: Tiling Training Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Tiling: Tiling Training Course Online Anyone may enrol in the Tiling: Tiling Training Course, regardless of background expertise, including professionals, students, career changers, and beginners in tiling. Requirements Tiling: Tiling Training Course Online To enrol in this Tiling: Tiling Training Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Tiling: Tiling Training Course. Be energetic and self-motivated to complete our Tiling: Tiling Training Course. Basic computer Skill is required to complete our Tiling: Tiling Training Course. If you want to enrol in our Tiling: Tiling Training Course, you must be at least 15 years old. Career path Tiling: Tiling Training Course Online By finishing this Tiling: Tiling Training Course, you can go along a number of different professional routes.

Overview This comprehensive course on The Birth of the Railway Age in Glasgow will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This The Birth of the Railway Age in Glasgow 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? After successfully completing the course you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this The Birth of the Railway Age in Glasgow. It is available to all students, of all academic backgrounds. Requirements Our The Birth of the Railway Age in Glasgow 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 • 5 lectures • 01:07:00 total length •Module 01: The Monkland Canal: 00:16:00 •Module 02: The Monklands and Kirkintilloch Railway: 00:12:00 •Module 03: The Garnkirk and Glasgow Railway: 00:12:00 •Module 04: The Story of the Railway Works in Springburn Glasgow: 00:20:00 •Module 05: The Ballachulish Railway: 00:07:00

Overview Sustainable construction and design have become essential in today's rapidly evolving world. This LEED V4: Building Design and Construction course offers comprehensive insights into how sustainable construction can be achieved, keeping in line with global green standards. From introductions to in-depth dives into critical topics, the curriculum will guide participants through the intricate world of sustainable building. Moreover, a study showed that buildings cover over 50% of all global emissions. Ensuring our buildings are efficiently designed and constructed is non-negotiable if we want to move towards a more sustainable future. So, enrol today and pave your way to a brighter tomorrow.  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 LEED V4: Building Design and Construction. It is available to all students, of all academic backgrounds. Requirements Our LEED V4: Building Design and Construction 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 11 sections • 79 lectures • 04:13:00 total length •Introduction: 00:01:00 •Getting Started: 00:04:00 •Minimum Program Requirements: 00:07:00 •Rating System Selection: 00:07:00 •Integrative Process: 00:04:00 •Integrative Project Planning and Design: 00:02:00 •Overview: 00:03:00 •Neigbourhoud Development: 00:03:00 •Sensitive Land: 00:02:00 •Surrounding Density & Diverse Uses: 00:07:00 •High Priority Site: 00:02:00 •Access to Quality Transit: 00:06:00 •Bicycle Facilities: 00:06:00 •Reduced Parking Footprint: 00:04:00 •Green Vehicles: 00:04:00 •Overview: 00:02:00 •Construction Activity Pollution Prevention: 00:03:00 •Environmental Site Assessment: 00:03:00 •Restore or Protect Habitat: 00:04:00 •Open Space: 00:03:00 •Rainwater Management: 00:03:00 •Heat Island Reduction: 00:04:00 •Light Pollution Reduction: 00:05:00 •Site Master Plan: 00:02:00 •Tenant Design and Construction Guidelines: 00:02:00 •Places of Respite: 00:03:00 •Direct Exterior Access: 00:02:00 •Joint Use Facilities: 00:03:00 •Overview: 00:01:00 •Prereq Outdoor Water Use: 00:03:00 •Prereq Indoor Water Use: 00:04:00 •Prereq Building Water Metering: 00:02:00 •Credit Outdoor Water Use: 00:02:00 •Credit Indoor Water Use: 00:03:00 •Cooling Tower Water use: 00:03:00 •Building Water Metering Credit: 00:02:00 •Overview: 00:02:00 •Fundamental Commissioning & Verification: 00:04:00 •Minimum Energy Performance: 00:05:00 •Prereq Building Level Energy Metering: 00:02:00 •Fundamental Refrigerant Management: 00:02:00 •Enhanced Commissioning: 00:05:00 •Minimum Energy Performance: 00:04:00 •Advanced Energy Metering: 00:02:00 •Demand Response: 00:03:00 •Renewable Energy Production: 00:02:00 •Enhanced Refrigerant Management: 00:03:00 •Green Powerand Carbon Offsets: 00:02:00 •Overview: 00:02:00 •Storage and Collection of Recyclables: 00:03:00 •Construction and Demolition Waste Management Planning: 00:02:00 •Preq PBT Source Reduction - Mercury: 00:03:00 •Building Life-Cycle Impact Reduction: 00:05:00 •BPDO-Environmental Product Declaration: 00:04:00 •BPDO-Sourcing of Raw Materials (2020 Update Web): 00:03:00 •BPDO-Material Ingredients: 00:05:00 •PBT Source Reduction - Mercury Credit: 00:02:00 •PBT Source Reduction - Lead Cadmium Copper: 00:03:00 •Furniture and Medical Furnishings: 00:04:00 •Design for Flexibilty: 00:02:00 •Construction and Demolition Waste Management: 00:03:00 •Overview: 00:01:00 •Min Indoor Air Quality Performance: 00:06:00 •Environmental Tobacco Smoke Control: 00:03:00 •Minimum Accoustic Performance: 00:03:00 •Enhanced Indoor Air Quality Strategies: 00:02:00 •Low Emitting Materials: 00:03:00 •Construction Indoor Air Quality Management Plan: 00:04:00 •Indoor Air Quality Assessment: 00:03:00 •Thermal Comfort: 00:04:00 •Interior Lighting: 00:06:00 •Daylight: 00:06:00 •Quality Views: 00:03:00 •Accoustic Performance: 00:03:00 •Innovation Credit: 00:03:00 •Innovation LEED AP: 00:01:00 •Regional Priority Overview: 00:01:00 •Regional Priority Credit: 00:02:00 •Completion: 00:01:00

Ready to take your building industry career to new heights? Our Implementing BIM for Cost-Efficient Building Projects course is the perfect opportunity to enhance your job life and stand out from the crowd. Building Information Modelling (BIM) is revolutionizing the industry, and the ability to implement BIM technology is now essential for professionals looking to thrive in their careers. With this course, you'll gain the knowledge and skills needed to apply BIM in design and construction projects, improving project efficiency and cost-effectiveness. Don't miss out on this opportunity to boost your career in the building industry with our BIM course. Learning Outcomes: Understand the fundamentals of BIM and its history and nature Learn about BIM processes and how to apply BIM technologies and software Discover the benefits of BIM for owners and facility managers Implement BIM in design and construction to improve project efficiency and cost-effectiveness Gain insights into the future of BIM and its potential impact on the building industry Develop skills to effectively communicate with project stakeholders using BIM technology Module 01: Introduction to BIM - This module provides an overview of Building Information Modelling (BIM), its importance in the building industry, and the key concepts related to BIM. Module 02: BIM History and Nature - In this module, you'll learn about the history and evolution of BIM, including the technology, standards, and regulations that have contributed to its development. Module 03: BIM Processes - This module explores BIM processes, including modeling, data management, and collaboration, and provides an understanding of how to apply these processes in design and construction projects. Module 04: BIM Technologies and Software - In this module, you'll gain a deep understanding of BIM technologies and software, including their functions, capabilities, and limitations, and learn how to select the right BIM software for your projects. Module 05: BIM for Owners and Facility Managers - This module focuses on the benefits of BIM for building owners and facility managers, including how BIM can improve building maintenance, operations, and sustainability. Module 06: BIM in Design and Construction - In this module, you'll learn how to apply BIM technology in design and construction projects, including how to use BIM for clash detection, quantity takeoff, and project scheduling. Module 07: The Future of BIM - This module discusses the future of BIM, including emerging trends and technologies, and explores the potential impact of BIM on the building industry. Certification Upon completion of the course, learners can obtain a certificate as proof of their achievement. You can receive a £4.99 PDF Certificate sent via email, a £9.99 Printed Hardcopy Certificate for delivery in the UK, or a £19.99 Printed Hardcopy Certificate for international delivery. Each option depends on individual preferences and locations. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Building industry professionals who want to deepen their understanding of BIM and its applications Construction managers and engineers who want to implement BIM in their projects Architects and designers who want to use BIM technology in their design processes Building owners and facility managers who want to understand the benefits of BIM technology Students who want to pursue a career in the building industry Career path Construction Manager: £40,000 - £90,000 Building Information Modeler: £25,000 - £55,000 Architect: £25,000 - £80,000 Design Manager: £40,000 - £75,000 Project Manager: £30,000 - £80,000

Overview Mastering data science skills and expertise can open new doors of opportunities for you in a wide range of fields. Learn the fundamentals and develop a solid grasp of Python data science with the comprehensive Data Science with Python course. This course is designed to assist you in securing a valuable skill set and boosting your career. This course will provide you with quality training on the fundamentals of data analysis with Python. From the step-by-step learning process, you will learn the techniques of setting up the system. Then the course will teach you Python data structure and functions. You will receive detailed lessons on NumPy, Matplotlib, and Pandas. Furthermore, you will develop the skills for Algorithm Evaluation Techniques, visualising datasets and much more. After completing the course you will receive a certificate of achievement. This certificate will help you create an impressive resume. So join today! 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? This course Data Science with Python course is ideal for beginners in data science. It will help them develop a solid grasp of Python and help them pursue their dream career in the field of data science. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush. Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst And much more! Course Curriculum 90 sections • 90 lectures • 10:19:00 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: 00:04:00 •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: 00:06:00 •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