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Managing Anxiety and Stress Psychology Course This course is designed to support people who want to better understand and work through the effects of PTSD, shock, and trauma. You will learn simple and clear ways to notice how trauma shows up in your life and how to take calm, confident steps toward healing. The course is based on practical, step-by-step methods that focus on safety, self-awareness, and growth. Each unit builds on the last, helping you prepare, take action, and reflect. It is gentle, human-focused, and made to guide you at your own pace. By the end, you’ll feel more confident in your ability to shift from surviving to truly thriving. Course Curriculum Unit 01: Introduction to the Course Unit 02: Understanding the Cost of Surviving vs. Thriving Unit 03: Process of Change: Preparation Unit 04: The Action Steps Unit 05: Final Thoughts (Learn more about this online course)

Overview The Child Safeguarding Level 2 and Risk Assessment Professional Certification course provides comprehensive training on child safeguarding and risk assessment techniques. Participants will gain knowledge about laws and guidance related to child protection, learn to recognize and respond to child abuse and sexual exploitation, understand the process of disclosing and reporting incidents, conduct effective risk assessments, and gain insights into post-referral actions and the importance of record keeping. Learning Outcomes: Develop a thorough understanding of the principles and practices of child safeguarding and risk assessment. Identify and assess the laws, policies, and guidelines relevant to child protection. Recognize signs and indicators of child abuse and sexual exploitation and respond appropriately. Acquire skills in conducting comprehensive risk assessments to mitigate potential dangers to children. Learn the necessary steps to follow after making a referral and understand the importance of post-referral actions. Appreciate the significance of accurate and organized record keeping in the context of child safeguarding and risk assessment. Why buy this Child Safeguarding Level 2 and Risk Assessment Professional Certification? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Child Safeguarding Level 2 and Risk Assessment Professional Certification 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 the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Child Safeguarding Level 2 and Risk Assessment Professional Certification does not require you to have any prior qualifications or experience. You can just enrol and start learning.  Prerequisites This Child Safeguarding Level 2 and Risk Assessment Professional Certification 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. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Child Safeguarding Level 2 and Risk Assessment Professional Certification is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Child Safeguarding Level 2 and Risk Assessment Professional Certification Module 01: Introduction to Safeguarding 00:21:00 Module 02: Laws and Guidance 00:43:00 Module 03: Child Abuse 00:49:00 Module 04: Child Sexual Exploitation 00:38:00 Module 05: Responding to Disclosure and Reporting 00:25:00 Module 06: Risks and Risk Assessment 00:16:00 Module 07: Things to Do after Referral 00:24:00 Module 08: Record Keeping 00:18:00 Mock Exam Mock Exam - Child Safeguarding Level 2 and Risk Assessment Professional Certification 00:20:00 Final Exam Final Exam - Child Safeguarding Level 2 and Risk Assessment Professional Certification 00:20:00

🚀 Introducing Safety Awareness 101 for New Employee: Your Passport to Workplace Safety! 🛡️ Are you ready to embark on a journey towards workplace safety excellence? Say hello to Safety Awareness 101 for New Employee, your comprehensive guide to navigating the hazards of the modern workplace with confidence and competence. Packed with essential knowledge, practical tips, and real-world insights, this course is your key to creating a safer, healthier, and more productive work environment for you and your colleagues.   🔍 Why Safety Awareness Matters: In today's fast-paced work environment, safety awareness is more critical than ever. From preventing accidents and injuries to promoting well-being and productivity, a solid understanding of safety protocols is the foundation of a thriving workplace culture. By equipping yourself with the knowledge and skills offered in Safety Awareness 101 for New Employee, you'll not only protect yourself but also contribute to a safer and more secure workplace for everyone.   🌟 Benefits of Taking This Course: ✅ Enhanced Safety Knowledge: Gain a deep understanding of workplace hazards, safety protocols, and emergency procedures, empowering you to identify risks and take proactive measures to mitigate them. ✅ Increased Confidence: Build confidence in your ability to navigate potentially hazardous situations, knowing that you have the knowledge and skills to respond effectively and responsibly. ✅ Improved Workplace Culture: Foster a culture of safety and accountability within your organization, promoting teamwork, communication, and a shared commitment to workplace well-being. ✅ Career Advancement: Stand out as a safety-conscious professional, enhancing your employability and opening doors to new opportunities within your organization and beyond. ✅ Personal Well-Being: Protect yourself from workplace injuries and illnesses, ensuring that you can perform your duties safely and sustainably, now and in the future.   👨‍🔧 Who is this for? Safety Awareness 101 for New Employee is designed for anyone entering the workforce, whether you're a recent graduate, transitioning to a new role, or rejoining the workforce after a break. It's also ideal for employers looking to onboard new employees with essential safety knowledge and skills, ensuring a smooth and safe integration into the workplace.   🚀 Career Path: 🔧 Entry-Level Positions: Kickstart your career on the right foot by demonstrating your commitment to workplace safety and responsibility. 🔧 Mid-Level Positions: Take your career to the next level by honing your safety skills and becoming a role model for your peers and colleagues. 🔧 Leadership Roles: As you progress in your career, your safety awareness and expertise will set you apart as a trusted leader and advocate for workplace well-being.   📚 FAQs: 🔹 Q: Is this course suitable for experienced professionals? A: While Safety Awareness 101 for New Employee is primarily designed for new employees, experienced professionals can also benefit from refreshing their safety knowledge and staying up-to-date with the latest industry standards and best practices. 🔹 Q: How long does it take to complete the course? A: The duration of the course may vary depending on individual learning styles and pace. However, most participants can expect to complete the course within a few hours, making it convenient for busy professionals to fit into their schedules. 🔹 Q: Will I receive a certificate upon completion? A: Yes! Upon successful completion of Safety Awareness 101 for New Employee, you will receive a certificate of achievement, validating your commitment to workplace safety and professionalism. 🔹 Q: Is this course recognized by employers? A: Absolutely! Safety Awareness 101 for New Employee covers essential safety principles and practices that are universally applicable across industries. Employers value employees who prioritize safety and are proactive in maintaining a safe work environment. 🔹 Q: Can I access the course on my mobile device? A: Yes! Our platform is fully mobile-responsive, allowing you to access the course materials anytime, anywhere, from your smartphone or tablet. Whether you're at home, in the office, or on the go, learning has never been more convenient.   🌐 Unlock Your Potential: Enroll in Safety Awareness 101 for New Employee Today! Don't leave your safety to chance. Take control of your workplace well-being and embark on a journey towards safety excellence with Safety Awareness 101 for New Employee. Enroll now and equip yourself with the knowledge, skills, and confidence needed to thrive in today's dynamic work environment. Your safety journey starts here! 🚀🛠️🔒 Course Curriculum Module 1_ Introduction to Workplace Safety.docx.pdf Introduction to Workplace Safety.docx.pdf 00:00 Module 2_ Hazard Communication. Hazard Communication. 00:00 Module 3_ Waste Treatment and Disposal Waste Treatment and Disposal 00:00 Module 4_ Fire Safety Fire Safety 00:00 Module 5_ Electrical Safety Electrical Safety 00:00 Module 6_ Personal Protective Equipment (PPE) Personal Protective Equipment (PPE) 00:00

🌐 Safety's Top 10 Causes of Workplace Injury Online Training   Welcome to a comprehensive online training program designed to empower individuals and organizations with the knowledge and skills necessary to create a safer work environment. Our course, 'Safety's Top 10 Causes of Workplace Injury,' addresses key aspects of workplace safety through a series of engaging and informative modules.   🛑 Module 1: Introduction to Workplace Safety and Risk Assessment Gain a foundational understanding of workplace safety principles. Learn effective risk assessment techniques to identify potential hazards. Develop skills to proactively mitigate risks and create a safer work environment.   🔒 Module 2: Safety Training and Hazard Controls Explore the importance of ongoing safety training for employees. Learn effective hazard control measures to prevent accidents. Develop strategies to implement and maintain a robust safety training program.   🛠️ Module 3: Safe Work Practices and Hazard Communication Understand the significance of safe work practices in preventing injuries. Learn how to communicate hazards effectively within the workplace. Implement best practices for hazard communication to foster a culture of safety.   ️ Module 4: Machine and Equipment Safety Ergonomics Explore the fundamentals of machine and equipment safety. Understand ergonomic principles to enhance workplace comfort and safety. Implement practical measures to ensure the safe use of machinery and equipment.   Module 5: Electrical Safety and Incident Investigation Gain insights into electrical safety protocols and guidelines. Learn effective incident investigation techniques. Develop skills to prevent and respond to electrical incidents in the workplace.   👷 Module 6: Personal Protective Equipment and Emergency Preparedness Understand the importance of personal protective equipment (PPE). Learn how to select, use, and maintain PPE for different scenarios. Develop emergency preparedness plans to ensure a swift and effective response.   🌟 Why Choose Our Course: Expertly curated content by industry professionals. Interactive and engaging learning experience. Practical insights and real-world examples. Flexibility with self-paced learning.   💼 Who Should Enroll: Safety officers and managers HR professionals Workers and employees Anyone committed to creating a safer workplace   🎓 Invest in Safety Today! Equip yourself and your team with the knowledge and skills needed to prevent workplace injuries. Enroll in 'Safety's Top 10 Causes of Workplace Injury Online Training' and contribute to a safer, more productive work environment. Your commitment to safety starts here! Course Curriculum Module 1- Introduction to Workplace Safety and Risk Assessment Introduction to Workplace Safety and Risk Assessment 00:00 Module 2- Safety Training and Hazard Controls Safety Training and Hazard Controls 00:00 Module 3- Safe Work Practices and Hazard Communication Safe Work Practices and Hazard Communication 00:00 Module 4- Machine and Equipment Safety Ergonomics Machine and Equipment Safety Ergonomics 00:00 Module 5- Electrical Safety and Incident Investigation Electrical Safety and Incident Investigation 00:00 Module 6- Personal Protective Equipment and Emergency Preparedness Personal Protective Equipment and Emergency Preparedness 00:00

Course Overview: Materials Handling Safety Training   In today's industrial and warehouse environments, the efficient and safe handling of materials is paramount. The 'Materials Handling Safety Training' course is designed to equip participants with the knowledge and skills necessary to navigate various hazards and challenges associated with material handling operations. From loading docks to forklift operations, this comprehensive training program focuses on promoting a culture of safety and adherence to best practices.   Module 1: Introduction to Loading Dock Safety Equipment and Maintenance Understanding the importance of loading dock safety Identifying loading dock hazards Proper maintenance and inspection of loading dock equipment Safety protocols for loading and unloading procedures Module 2: Safe Forklift Operations and Hazardous Materials Handling Forklift operation fundamentals Pre-operation inspection and maintenance procedures Techniques for safe maneuvering and load handling Handling hazardous materials safely and responsibly Module 3: Fall Protection and Fire Safety Recognizing fall hazards in the workplace Implementing fall prevention measures and equipment Fire prevention and extinguishing techniques Emergency evacuation procedures Module 4: Material Handling and Traffic Management Efficient material handling techniques Traffic management in busy warehouse environments Pedestrian safety protocols Organizing and optimizing material flow for productivity and safety Module 5: Hazard Communication and Security Awareness Understanding chemical hazards and safety data sheets Proper labeling and storage of hazardous materials Recognizing and reporting security threats Protocols for handling suspicious packages or activities Module 6: Incident Reporting and Safety Culture Importance of incident reporting and investigation Procedures for documenting and reporting accidents or near misses Promoting a culture of safety and accountability in the workplace Continuous improvement and feedback mechanisms for enhancing safety practices   Course Format: Each module consists of interactive presentations, case studies, and practical exercises. Participants will have access to online resources and materials for further learning. Assessments and quizzes will be conducted to ensure understanding and retention of key concepts. Experienced instructors will be available for guidance and clarification throughout the course.   Who Should Attend: Warehouse workers Material handlers Forklift operators Safety officers Supervisors and managers overseeing material handling operations   By completing this course, participants will not only enhance their own safety awareness but also contribute to creating a safer and more efficient work environment for themselves and their colleagues. Course Curriculum Module 1 Introduction to Loading Dock Safety Equipment and Maintenance Introduction to Loading Dock Safety Equipment and Maintenance 00:00 Module 2 Safe Forklift Operations and Hazardous Materials Handling Safe Forklift Operations and Hazardous Materials Handling 00:00 Module 3 Fall Protection and Fire Safety Fall Protection and Fire Safety 00:00 Module 4 Material Handling and Traffic Management Material Handling and Traffic Management 00:00 Module 5 Hazard Communication and Security Awareness Hazard Communication and Security Awareness 00:00 Module 6 Incident Reporting and Safety Culture Incident Reporting and Safety Culture 00:00

👟 Walking and Working Surfaces Interactive Training: Safeguarding Your Every Step to Success! Welcome to our comprehensive 'Walking and Working Surfaces Interactive Training' course, designed to empower individuals and organizations with the knowledge and skills necessary to navigate and work safely in a variety of environments. This course is your key to fostering a culture of safety, minimizing workplace incidents, and ensuring the well-being of both employees and employers. Module 1: Introduction to Walking and Hazard Assessment 🚶‍️ Gain a solid foundation in understanding the fundamentals of walking surfaces and conducting hazard assessments. Learn how to identify potential risks and implement proactive measures to create a safer working environment. Module 2: Ladder Safety and Organized Work Surfaces 🪜 Elevate your knowledge on ladder safety and maintaining organized work surfaces. Discover best practices for ladder usage, storage, and how a well-organized workspace contributes to overall safety and efficiency. Module 3: Preventing Slips and Ladder Safety in Different Work Settings 👣 Explore effective strategies to prevent slips and trips, emphasizing the importance of situational awareness. Delve into ladder safety in diverse work settings, ensuring that your team is well-prepared for any environment. Module 4: Fall Protection Systems and Scaffold Safety 🛑 Learn about the latest fall protection systems and scaffold safety measures. Understand the importance of proper equipment usage, inspection, and emergency response to ensure a secure working environment at various heights. Module 5: Stairway Safety and Preventing Falls from Heights 🌐 Navigate the ins and outs of stairway safety and the prevention of falls from elevated locations. Equip yourself with the knowledge to create and maintain safe stairways, reducing the risk of accidents and injuries. Module 6: Safe Material Handling and Hazard Communication 📦 Master the art of safe material handling techniques and effective hazard communication. Understand how proper communication can significantly reduce workplace risks, and learn techniques for safely handling and transporting materials. 🌟 Key Features: Interactive Learning: Engage with immersive content, quizzes, and simulations for a hands-on learning experience. Expert Guidance: Benefit from insights shared by industry experts and seasoned professionals. Practical Application: Apply theoretical knowledge to real-world scenarios through case studies and practical exercises. Certification: Earn a valuable certification upon completion, showcasing your commitment to workplace safety. Invest in your team's safety today with our 'Walking and Working Surfaces Interactive Training' course. Create a workplace where every step is taken with confidence and every task is executed with safety in mind. Start your journey towards a safer and more productive work environment now! 👟🛠️ Course Curriculum Module 1- Introduction to Walking and Hazard Assessment Introduction to Walking and Hazard Assessment 00:00 Module 2- Ladder Safety and Organized Work Surfaces Ladder Safety and Organized Work Surfaces 00:00 Module 3- Preventing Slips and Ladder Safety in Different Work Settings Preventing Slips and Ladder Safety in Different Work Settings 00:00 Module 4- Fall Protection Systems and Scaffold Safety Fall Protection Systems and Scaffold Safety 00:00 Module 5- Stairway Safety and Preventing Falls from Heights Stairway Safety and Preventing Falls from Heights 00:00 Module 6- Safe Material Handling and Hazard Communication Safe Material Handling and Hazard Communication 00:00

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

Are you interested in understanding how to create a safe work environment where all of your employees can achieve their full potential? This course explains how to avoid sexual harassment in order to create a pleasant and professional workplace where everyone thrives! As a manager, you have the opportunity to help your employees understand how to avoid sexual harassment. In addition to learning essential information about sexual harassment, through application exercises and a rich multimedia process, you will learn simple, practical strategies to make sure all of your employees are comfortable and productive at work.

Is she married? Do we have to post externally? These and other potentially loaded questions often appear during discussions regarding hiring. It is vital to understand what is appropriate and what is not when hiring practices is the name of the game. However, more than simply providing information, this course will take you through application exercises and provide a rich multimedia experience so that you can immediately apply what you have learned to your current situation.

Learn how to avoid sexual harassment in order to create a pleasant and professional work environment for you and all of your colleagues! Everyone should make sure that others feel safe at work. This course covers essential information about sexual harassment and through application exercises and a rich multimedia process, you will learn simple, and practical ways to avoid sexual harassment so that you and your colleagues will be comfortable and productive at work.