6299 Compliance courses in Devizes delivered Online

Noise and Hearing Protection Training Course Overview: The Noise and Hearing Protection Training course is designed to provide learners with essential knowledge and skills to understand and manage noise exposure in the workplace. With a focus on the importance of hearing protection, the course covers topics such as noise identification, assessment, and control, as well as the health implications of loud noise. By completing this course, learners will be equipped to implement effective hearing protection strategies and contribute to maintaining a safe working environment. The course is ideal for professionals across various sectors who wish to enhance their understanding of noise control and hearing conservation practices. Course Description: This course delves into the key aspects of noise and hearing protection, addressing both theoretical and regulatory components. Learners will explore the concept of noise, how to assess and control noise levels, and the various health risks associated with prolonged exposure to loud sounds. Additionally, the course covers noise control legislation, as well as strategies for maintaining safe hearing practices in the workplace. Learners will gain an understanding of how to implement hearing conservation programs and comply with health and safety regulations, ensuring that they can effectively manage noise-related risks. This course provides a comprehensive learning experience, combining critical knowledge with actionable insights. Noise and Hearing Protection Training Curriculum Module 01: The Concept of Noise and Hearing Protection Module 02: Identify, Assess and Control Noise at Workplace Module 03: Health Effects of Loud Noise Module 04: Safe Hearing Module 05: Noise Control Laws and Legislation Module 06: Hearing Conservation at Workplace (See full curriculum) Who is this course for? Individuals seeking to protect their hearing in noisy environments. Professionals aiming to enhance workplace safety in industries with high noise levels. Beginners with an interest in occupational health and safety. Workers in noisy industries looking to learn about hearing conservation. Career Path: Health and Safety Manager Environmental Health Officer Occupational Health Specialist Noise Control Consultant Safety Compliance Officer Industrial Hygienist

Medical Gases Course Overview: The "Medical Gases" course provides essential knowledge on the safe and effective use of medical gases in healthcare settings. This course is designed to offer learners a comprehensive understanding of medical gases, including their types, applications, and safety protocols. It emphasises safe handling and storage procedures, with a focus on correct administration techniques and monitoring. Upon completion, learners will be well-equipped with the skills to manage medical gases within various healthcare environments, ensuring patient safety and regulatory compliance. Course Description: This course covers a broad range of topics, starting with an introduction to medical gases and their significance in healthcare. Learners will explore essential safety and handling guidelines, focusing on regulations and best practices for safe usage. The course delves into the different types of medical gases used in clinical settings, such as oxygen, nitrous oxide, and medical air. It also includes detailed instruction on the proper storage, transportation, and documentation of these gases, as well as techniques for their administration and monitoring in patient care. By the end of the course, learners will have gained the necessary skills to manage medical gases competently and safely in various healthcare settings. Medical Gases Curriculum Module 01: Introduction to Medical Gases Module 02: Safety and Handling Guidelines Module 03: Common Medical Gases Module 04: Storage, Transportation, and Documentation Module 05: Administration Techniques and Monitoring Module 06: Practical Skills and Simulation (See full curriculum) Who is this course for? Individuals seeking to gain knowledge in the use of medical gases. Professionals aiming to advance their healthcare skills. Beginners with an interest in the medical field or healthcare roles. Healthcare workers seeking to improve their knowledge of safety and regulatory requirements in gas management. Career Path: Medical gas technician Healthcare assistant in respiratory care Clinical support roles in hospitals and healthcare settings Medical equipment management Occupational health and safety in healthcare environments

Start an IT Asset Department Course Overview This course provides a comprehensive introduction to starting and managing an IT Asset Department. Designed to equip learners with the knowledge required to establish and streamline IT asset management (ITAM) processes, it covers the key components and strategies for setting up the department, from understanding the department's purpose to maintaining accurate asset records. Learners will gain a solid understanding of the essential skills required to effectively manage IT assets, ensuring proper tracking, reporting, and operations. By the end of the course, learners will have a clear blueprint for setting up their own IT asset department, ready to implement best practices and improve operational efficiency. Course Description The course delves into the fundamental aspects of starting an IT Asset Department, starting with an overview of the department’s critical role within an organisation. Learners will explore the various functions and responsibilities of the IT Asset Management (ITAM) team, the tools needed to track assets, and how to populate and manage a central database. The course will also cover daily operations, including generating reports and ensuring compliance with industry standards. Learners will leave with the skills necessary to build a structured IT asset management department that can oversee asset tracking, database management, and reporting, ensuring better decision-making and efficiency in the management of IT resources. Start an IT Asset Department Curriculum Module 01: Introduction to the Course Module 02: The Missing Department Module 03: ITAM Team and Activities Module 04: Asset Tracking Tool Module 05: Populating the Database Module 06: Daily Operations and Reports Module 07: Was it a Boring Job? (See full curriculum) Who is this course for? Individuals seeking to develop skills in IT asset management. Professionals aiming to establish or optimise an IT asset management department. Beginners with an interest in IT operations and resource management. Managers looking to improve efficiency in IT asset tracking. Career Path IT Asset Manager IT Operations Specialist IT Procurement Manager Asset Tracking Coordinator IT Project Manager

Asbestos Awareness & Safety Course Overview This Asbestos Awareness & Safety course is designed to provide essential knowledge on asbestos identification, risks, and safe handling practices. It covers the basics of asbestos, its potential health hazards, and guidelines for managing asbestos-related risks in compliance with UK regulations. The course is aimed at improving awareness among professionals, helping them understand how to recognise asbestos-containing materials (ACMs) and respond appropriately to ensure workplace safety. By completing this course, learners will gain valuable insights into how to mitigate the dangers posed by asbestos, providing them with the confidence to manage asbestos risks safely and responsibly. Course Description This comprehensive course covers the identification of asbestos, its risks, and how to handle potential exposure in the workplace. Learners will explore key topics such as the various types of asbestos, its common locations, and how it affects health. The course also dives into the procedures for conducting surveys and risk assessments and teaches the principles of safe management of asbestos. The course emphasises the importance of risk assessment and safety practices to prevent exposure and protect both workers and the public. By the end of the course, learners will have a clear understanding of asbestos awareness, safety protocols, and the appropriate actions to take in the event of accidental disturbance of ACMs. Asbestos Awareness & Safety Curriculum Module 01: Asbestos Explained Module 02: Asbestos Identified Module 03: Risk Factors of Asbestos Module 04: Surveys and Risk Assessment Module 05: Asbestos Awareness & Safety Module 06: Accidental Disturbance of ACMs and Dealing with Emergencies (See full curriculum) Who is this course for? Individuals seeking to understand asbestos risks in the workplace Professionals aiming to enhance their safety qualifications Beginners with an interest in occupational health and safety Anyone involved in construction, building maintenance, or demolition Career Path Health and Safety Officer Site Manager Risk Assessor Asbestos Removal Operative Environmental Health Officer

Warehouse Safety Course Overview: This Warehouse Safety course is designed to equip learners with essential knowledge and skills for ensuring safety in warehouse environments. The course covers critical safety practices, identifying hazards, managing risks, and applying appropriate health and safety measures to maintain a safe workplace. Learners will gain a comprehensive understanding of warehouse safety protocols, including safe handling of materials, equipment usage, and site safety. By the end of the course, learners will be well-prepared to implement safety standards and reduce risks, ensuring compliance with industry regulations and creating safer working conditions in warehouses. Course Description: The course delves into the key aspects of warehouse safety, focusing on managing health and safety risks, identifying hazards, and complying with regulatory standards. Topics include an introduction to warehouse safety, health and safety management systems, common warehouse hazards, manual and mechanical handling, and site-specific safety requirements. Learners will explore best practices for creating a safe warehouse environment, from proper handling techniques to ensuring equipment is used safely. The course is structured to foster a deep understanding of warehouse safety protocols, with content delivered through clear, accessible modules designed to support learners in applying these practices effectively. Upon completion, learners will be equipped to contribute to safer, more efficient warehouse operations. Warehouse Safety Curriculum: Module 01: The Role of Warehouse Module 02: Introduction to Warehouse Safety Module 03: Health and Safety Management in Warehouses Module 04: General Warehouse Hazards Module 05: Manual and Mechanical Handling Module 06: Site Safety (See full curriculum) Who is this course for? Individuals seeking to enhance their warehouse safety knowledge. Professionals aiming to improve safety practices in warehouse operations. Beginners with an interest in warehouse safety and risk management. Warehouse staff and supervisors looking to update their safety skills. Career Path: Warehouse Safety Officer Health and Safety Manager Warehouse Supervisor Logistics Coordinator Risk Management Consultant Warehouse Operations Manager

Supercharge your career with our comprehensive RPA UiPath developer course and dive into real projects to master UiPath, gain unwavering confidence, and pave your way to success. Elevate your career prospects with access to an extensive resource of 100+ RPA UiPath interview questions and become a highly proficient RPA expert today.

From identifying risks to record keeping, safeguarding is a compilation of various tasks and duties. Only a skilled individual can carry them out with proficiency and accuracy. So, if you are already working or wish to work in the safeguarding sector, it's high time to build your skills. Don't know where to start? We have the perfect solution for you. The Safeguarding Officer Training Level 3 course is the perfect place to start your training. It will give you the opportunity to get quality training from the comfort of your home. The course will provide you with a detailed overview of safeguarding. Here, you will learn the law and guidance related to safeguarding. The course contains valuable information on child abuse and sexual exploitation. In addition, the course will provide you with the skills required for risk assessment. You will develop a clear understanding of the reporting and record-keeping process. After completing the course, you will receive a certificate of achievement. This certificate will add significant value to your resume. Join now! At the end of this course, you will be able to: Learn the law and regulations regarding safeguarding Deepen your understanding of child abuse and child sexual exploitation Build the expertise required for risk assessment Know the process of reporting to disclosure Understand the principles of record keeping Why Choose Safeguarding Officer Training Level 3? Student ID card with amazing discounts - completely for FREE! (Postal charges will be applicable for international delivery) Instant results upon completion of each assessment Certificates are available in both PDF and hard copy format Interactive, high-quality course content with 24/7 online access Full tutor support and learning assistance are included. ***Course Curriculum*** **Safeguarding Officer Training Level 3** Module 01: Introduction to Safeguarding Module 02: Laws and Guidance Module 03: Child Abuse Module 04: Child Sexual Exploitation Module 05: Responding to Disclosure and Reporting Module 06: Risks and Risk Assessment Module 07: Things to Do after Referral Module 08: Record Keeping Assessment Process Once you have finished the learning stages in the course, your abilities will be assessed by an automated multiple-choice question session, after which you will receive the results immediately. Showcase Your Accomplishment of New Skills: Get a Certification of Completion Upon passing the assessment, you will receive proper certification that is accredited by CPD. You can order your certificate at a cost of £10 for PDF and £29 for hardcopy certificate or both for £34. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Social workers, teachers, and other professionals who work directly with children and vulnerable adults. Managers and supervisors in organisations that deal with children and vulnerable adults. Volunteer coordinators and volunteers in organisations that work with children and vulnerable adults. Health and safety officers in organisations. Individuals who want to understand their responsibilities and obligations in safeguarding children and vulnerable adults. Anyone who wants to improve their knowledge and skills in safeguarding and child protection. Requirements You will not need any prior background or expertise to enrol in this course. Career path This Safeguarding Officer Training Level 3 course will provide detailed lessons on child safeguarding. Upon successful compilation of the course, you will be able to explore careers such as: Safeguarding Officer (Annual salary range £26,000- £37,000) Social Worker (Annual salary range £34,000- £67,000) Teacher (Annual salary range £31,000- £41,000)

Housekeeping: Housekeeping Online Training Have you ever dreamt of launching a new company in the UK or advancing your career as a housekeeper? With our housekeeping: housekeeping training, you may improve your abilities in this crucial field. The key subjects of our special housekeeping: housekeeping course include health and safety regulations and housekeeping: housekeeping laws. You'll learn the principles of housekeeping: housekeeping. In addition to teaching how to organise and structure a housekeeping: housekeeping department, this course also covers staff management. Budgeting and inventory control are also included in this housekeeping: housekeeping training. You will also learn how to operate the laundry and maintain the carpet during this housekeeping: housekeeping training. Take this housekeeping: housekeeping course to learn best practices and have a thorough understanding of housekeeping! Main Course: Housekeeping Course Others benefit Included with Housekeeping: Housekeeping Course. Free 01 PDF Certificate Access to Content - Lifetime Exam Fee - Totally Free Free Retake Exam Special Offers of this Housekeeping: Housekeeping Course: This Housekeeping: Housekeeping Course includes a FREE PDF Certificate. Lifetime access to this Housekeeping: Housekeeping Course Instant access to this Housekeeping: Housekeeping Course 24/7 Support Available to this Housekeeping: Housekeeping Course [ Note: Free PDF certificate as soon as completing the Housekeeping: Housekeeping Course] Housekeeping: Housekeeping Course Online This housekeeping Course consists of 05 modules. Course Curriculum of Housekeeping: Housekeeping Course Module 01: Introduction to Housekeeping Module 02: Housekeeping Operations Module 03: Specialized Housekeeping Areas Module 04: Sustainability Practices in Housekeeping Module 05: Housekeeping Career in the UK Assessment Method of Housekeeping: Housekeeping Course After completing housekeeping: housekeeping 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 Housekeeping: Housekeeping Course After completing the housekeeping: housekeeping 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? Housekeeping: Housekeeping Course Online This housekeeping: housekeeping course is open to anybody, regardless of expertise level. Requirements Housekeeping: Housekeeping Course Online To enroll in this housekeeping: housekeeping Course, students must fulfil the following requirements: Good Command over English language is mandatory to enroll in our housekeeping: housekeeping Course. Be energetic and self-motivated to complete our housekeeping: housekeeping Course. Basic computer Skill is required to complete our housekeeping: housekeeping Course. If you want to enrol in our housekeeping: housekeeping Course, you must be at least 15 years old. Career path Housekeeping: Housekeeping Course Online Your job options in this profession may become more apparent if you take this housekeeping: housekeeping course.

Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate Suppose you want to start a cleaning: cleaning business. In that case, this Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate course is full of tips and strategies for training employees, growing your client list, marketing your business online, and creating the perfect business plan. Learn the skills you need to advance your career and earn a Certificate of Achievement to impress clients and prospective employers. This Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate course will teach you how to use cleaning: cleaning chemicals safely and correctly, as well as key procedures and guidelines for cleaning: cleaning offices, new-build homes, pubs, leisure premises, hospitals, hotels, and commercial kitchens. You will also learn about cleaning: cleaning contracts, job opportunities, and key topics such as working hours, business insurance, taxation, and service quality. Why choose this course from the School of Health Care? Self-paced course, access available from anywhere in the world. High-quality study materials that are easy to understand. 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 course. Special Offers of this Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate Course This Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate Course includes a FREE PDF Certificate. Lifetime access to this Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate Course Instant access to this Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate Course 24/7 Support Available to this Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate Course Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate Learning Objectives After completing this Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate course, the learner will be able to: Understand the fundamentals of the cleaning: cleaning job. Set a business budget and create a solid cleaning: cleaning service business plan. Use a variety of commercial cleaning: cleaning products, personal protective equipment, and cleaning: cleaning equipment. Clean offices, pubs, new-build homes, leisure premises and commercial premises. Clean windows, dust surfaces, maintain carpets and hardwood floors. Understand the cleaning: cleaning standards and regulations for commercial kitchens. Unclog drains, repair showerheads, remove mould, and create a bathroom cleaning: cleaning routine. Satisfy the customer in the cleaning: cleaning industry. Run the business with quality service. Certificate of Completion You will receive a course completion certificate for free as soon as you complete the Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate course. Who is this course for? Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate This Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate course is ideal for anyone looking to start a career in the cleaning: cleaning sector. This includes the following: Domestic Cleaner Cleaning Supervisor Hotel Cleaner Office Cleaner School Cleaner Hospital Cleaner Cleaning Business Owner Requirements Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate To enrol in this Level 5 British Cleaning Certificate Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Level 5 British Cleaning Certificate Course. Be energetic and self-motivated to complete our Level 5 British Cleaning Certificate Course. Basic computer Skill is required to complete our Level 5 British Cleaning Certificate Course. If you want to enrol in our Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate Course, you must be at least 15 years old. Career path Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate This Level 5 British Cleaning Certificate: Level 5 British Cleaning Certificate Course will lead to a variety of career opportunities, some of which are listed below: Cleaner: £9.00 per hour Custodian: £12.00 per hour Housekeeper: £12.00 per hour Janitor: £10.00 per hour

Are you ready to be at the helm, steering the ship into a realm where data is the new gold? In the infinite world of data, where information spirals at breakneck speed, lies a universe rich in potential and discovery: the domain of Data Science and Visualisation. This 'Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3' course unravels the wonders of extracting meaningful insights using Python, the worldwide leading language of data experts. Harnessing the strength of Python, you'll delve deep into data analysis, experience the finesse of visualisation tools, and master the art of Machine Learning. The need to understand, interpret, and act on this data has become paramount, with vast amounts of data increasing the digital sphere. Envision a canvas where raw numbers are transformed into visually compelling stories, and machine learning models foretell future trends. This course provides a meticulous pathway for anyone eager to learn the data representation paradigms backed by Python's robust libraries. Dive into a curriculum rich with analytical explorations, visual artistry, and machine learning predictions. Learning Outcomes Understanding the foundations and functionalities of Python, focusing on its application in data science. Applying various Python libraries like NumPy and Pandas for effective data analysis. Demonstrating proficiency in creating detailed visual narratives using tools like matplotlib, Seaborn, and Plotly. Implementing Machine Learning algorithms in Python using scikit-learn, ranging from regression models to clustering techniques. Designing and executing a holistic data analysis and visualisation project, encapsulating all learned techniques. Exploring advanced topics, encompassing recommender systems and natural language processing with Python. Attaining the confidence to independently analyse complex data sets and translate them into actionable insights.   Video Playerhttps://studyhub.org.uk/wp-content/uploads/2021/03/Data-Science-and-Visualisation-with-Machine-Learning.mp400:0000:0000:00Use Up/Down Arrow keys to increase or decrease volume. Why buy this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 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. Who is this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 course for? Aspiring data scientists aiming to harness the power of Python. Researchers keen to enrich their analytical and visualisation skills. Analysts aiming to add machine learning to their toolkit. Developers striving to integrate data analytics into applications. Business professionals desiring data-driven decision-making capabilities. Career path Data Scientist: £55,000 - £85,000 Per Annum Machine Learning Engineer: £60,000 - £90,000 Per Annum Data Analyst: £30,000 - £50,000 Per Annum Data Visualisation Specialist: £45,000 - £70,000 Per Annum Natural Language Processing Specialist: £65,000 - £95,000 Per Annum Business Intelligence Developer: £40,000 - £65,000 Per Annum Prerequisites This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 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. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £85 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview 00:07:00 Set-up the Environment for the Course (lecture 1) 00:09:00 Set-up the Environment for the Course (lecture 2) 00:25:00 Two other options to setup environment 00:04:00 Python Essentials Python data types Part 1 00:21:00 Python Data Types Part 2 00:15:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) 00:16:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) 00:20:00 Python Essentials Exercises Overview 00:02:00 Python Essentials Exercises Solutions 00:22:00 Python for Data Analysis using NumPy What is Numpy? A brief introduction and installation instructions. 00:03:00 NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes. 00:28:00 NumPy Essentials - Indexing, slicing, broadcasting & boolean masking 00:26:00 NumPy Essentials - Arithmetic Operations & Universal Functions 00:07:00 NumPy Essentials Exercises Overview 00:02:00 NumPy Essentials Exercises Solutions 00:25:00 Python for Data Analysis using Pandas What is pandas? A brief introduction and installation instructions. 00:02:00 Pandas Introduction 00:02:00 Pandas Essentials - Pandas Data Structures - Series 00:20:00 Pandas Essentials - Pandas Data Structures - DataFrame 00:30:00 Pandas Essentials - Handling Missing Data 00:12:00 Pandas Essentials - Data Wrangling - Combining, merging, joining 00:20:00 Pandas Essentials - Groupby 00:10:00 Pandas Essentials - Useful Methods and Operations 00:26:00 Pandas Essentials - Project 1 (Overview) Customer Purchases Data 00:08:00 Pandas Essentials - Project 1 (Solutions) Customer Purchases Data 00:31:00 Pandas Essentials - Project 2 (Overview) Chicago Payroll Data 00:04:00 Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data 00:18:00 Python for Data Visualization using matplotlib Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach 00:13:00 Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials - Exercises Overview 00:06:00 Matplotlib Essentials - Exercises Solutions 00:21:00 Python for Data Visualization using Seaborn Seaborn - Introduction & Installation 00:04:00 Seaborn - Distribution Plots 00:25:00 Seaborn - Categorical Plots (Part 1) 00:21:00 Seaborn - Categorical Plots (Part 2) 00:16:00 Seborn-Axis Grids 00:25:00 Seaborn - Matrix Plots 00:13:00 Seaborn - Regression Plots 00:11:00 Seaborn - Controlling Figure Aesthetics 00:10:00 Seaborn - Exercises Overview 00:04:00 Seaborn - Exercise Solutions 00:19:00 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1) 00:19:00 Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2) 00:14:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview) 00:11:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions) 00:37:00 Capstone Project - Python for Data Analysis & Visualization Project 1 - Oil vs Banks Stock Price during recession (Overview) 00:15:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) 00:17:00 Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) 00:03:00 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Introduction to ML - What, Why and Types.. 00:15:00 Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff 00:15:00 scikit-learn - Linear Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Linear Regression Model Hands-on (Part 2) 00:19:00 Good to know! How to save and load your trained Machine Learning Model! 00:01:00 scikit-learn - Linear Regression Model (Insurance Data Project Overview) 00:08:00 scikit-learn - Linear Regression Model (Insurance Data Project Solutions) 00:30:00 Python for Machine Learning - scikit-learn - Logistic Regression Model Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc. 00:10:00 scikit-learn - Logistic Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Logistic Regression Model - Hands-on (Part 2) 00:20:00 scikit-learn - Logistic Regression Model - Hands-on (Part 3) 00:11:00 scikit-learn - Logistic Regression Model - Hands-on (Project Overview) 00:05:00 scikit-learn - Logistic Regression Model - Hands-on (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn - K Nearest Neighbors Theory: K Nearest Neighbors, Curse of dimensionality . 00:08:00 scikit-learn - K Nearest Neighbors - Hands-on 00:25:00 scikt-learn - K Nearest Neighbors (Project Overview) 00:04:00 scikit-learn - K Nearest Neighbors (Project Solutions) 00:14:00 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging. 00:18:00 scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1) 00:19:00 scikit-learn - Decision Tree and Random Forests (Project Overview) 00:05:00 scikit-learn - Decision Tree and Random Forests (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Support Vector Machines (SVMs) - (Theory Lecture) 00:07:00 scikit-learn - Support Vector Machines - Hands-on (SVMs) 00:30:00 scikit-learn - Support Vector Machines (Project 1 Overview) 00:07:00 scikit-learn - Support Vector Machines (Project 1 Solutions) 00:20:00 scikit-learn - Support Vector Machines (Optional Project 2 - Overview) 00:02:00 Python for Machine Learning - scikit-learn - K Means Clustering Theory: K Means Clustering, Elbow method .. 00:11:00 scikit-learn - K Means Clustering - Hands-on 00:23:00 scikit-learn - K Means Clustering (Project Overview) 00:07:00 scikit-learn - K Means Clustering (Project Solutions) 00:22:00 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Theory: Principal Component Analysis (PCA) 00:09:00 scikit-learn - Principal Component Analysis (PCA) - Hands-on 00:22:00 scikit-learn - Principal Component Analysis (PCA) - (Project Overview) 00:02:00 scikit-learn - Principal Component Analysis (PCA) - (Project Solutions) 00:17:00 Recommender Systems with Python - (Additional Topic) Theory: Recommender Systems their Types and Importance 00:06:00 Python for Recommender Systems - Hands-on (Part 1) 00:18:00 Python for Recommender Systems - - Hands-on (Part 2) 00:19:00 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) 00:13:00 NLTK - NLP-Challenges, Data Sources, Data Processing .. 00:13:00 NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing 00:19:00 NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW. 00:19:00 NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes 00:13:00 NLTK - NLP - Pipeline feature to assemble several steps for cross-validation 00:09:00 Resources Resources - Data Science and Visualisation with Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00