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Physiotherapy in ICU Guidelines Aims to  Acute Care and ICU Physical Therapy is a growing area of practice. This course is geared toward both the new/entry-level and advanced practice therapist to integrate the complexity of lines, tubes, and monitoring devices and optimize them to advance treatment options with patients. Learning Objectives At the end of this course, the participant will be able to: 1.Integrate information on invasive lines, tubes, and monitoring devices with patient presentation 2.Consider acute care and ICU safety guidelines for physical and occupational therapy intervention and exercise on the impact of patient care and outcomes 3.Explain physiological responses to exercise in order to safely monitor patients during ”high-intensity” treatment 4.Demonstrate integration and application of acute care competencies: safety, sound clinical decision-making, communication, and discharge planning  5.Discuss treatment approaches to creatively optimize patient physical functioning in the acute and ICU setting Who Should Enroll Physiotherapist Allied Healthcare professionals ICU nurses Course Agenda Introduction- 10 minutes Acute Care and ICU Safety and Feasibility- 15 minutes Lines, Tubes, and Monitors- 15 minutes Early Mobility and Physiological Response to Exercise in Critically Ill Patients- 20 minutes Case Presentation- 25 minutes Creative Treatment Approaches for the Acute/ICU Patient- 25 minutes Conclusion/Questions- 10 minutes Total: 120 minutes  CPD Credit Hours 2.0 Hours Resources 1-Month Access to Learning Resources Downloadable Course Material  CPD Certificate Presenter Speaker Bio: Katelyn Whitlock, PT, DPT Dr. Katelyn Whitlock is a practicing cardiovascular and pulmonary acute care and ICU physical therapist in Atlanta, GA. She graduated from Emory University’s Doctor of Physical Therapy Program in May of 2018. Following her DPT she completed the Emory Acute Care Residency in 2019. Prior to her DPT, she earned her bachelor's and master's degrees in Exercise Physiology from the University of Virginia. Currently, she is a primary therapist on the Heart Transplant, Lung Transplant, LVAD and ECMO team at EUH, is a course instructor in the DPT program at Philadelphia College of Osteopathic Medicine for Cardiovascular and Pulmonary Clinical Management and Pharmacology courses, and has ongoing research in the areas of ICU Physical Therapy and COVID-19. She sat for her Cardiovascular and Pulmonary Specialist Exam in February of 2022. Course Instructor About Physiotherapy Online Physiotherapy Online is a physiotherapist-owned educational company with a vision to create an ensemble of international educators to cater to undergraduate, postgraduate physiotherapy students as well as post professionals who are keen to advance or refesh their existing knowledge in varied specialities. As every student has a unique approach to learning, we have therefore created a library of bite sized chapters which may be accessed as an individual module or a course as a whole; self study webinars; live workshops for those who would like to get an in-person hands on immersive experience and audio books for those on the go.

Overview This comprehensive course on Master JavaScript with Data Visualization will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Master JavaScript with Data Visualization comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Master JavaScript with Data Visualization. It is available to all students, of all academic backgrounds. Requirements Our Master JavaScript with Data Visualization is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 11 sections • 76 lectures • 06:21:00 total length •Introduction to Getting Started: 00:02:00 •Course Curriculum: 00:05:00 •How to Get Pre-Requisites: 00:02:00 •Getting Started on Windows, Linux or Mac: 00:01:00 •How to ask a Great Questions: 00:02:00 •FAQ's: 00:01:00 •What is JavaScript: 00:09:00 •Choosing Code Editor: 00:03:00 •Installing Code Editor (Sublime Text): 00:04:00 •Installing Code Editor(Visual Studio Code): 00:07:00 •Hello World Program: 00:14:00 •Getting Output: 00:11:00 •Summary: 00:02:00 •Introduction: 00:02:00 •Internal JavaScript: 00:13:00 •External JavaScript: 00:09:00 •Inline JavaScript: 00:04:00 •Async and defer: 00:06:00 •Variables: 00:13:00 •Data Types: 00:10:00 •Numbers: 00:06:00 •Boolean: 00:04:00 •Arrays(): 00:12:00 •Objects: 00:06:00 •Comments: 00:05:00 •Summary: 00:01:00 •Introduction: 00:02:00 •Strings: 00:06:00 •String Formatting: 00:05:00 •String Methods: 00:12:00 •Summary: 00:02:00 •Introduction: 00:02:00 •Arithmetic operators: 00:07:00 •Assignment operators: 00:03:00 •Comparison operators: 00:06:00 •Logical operators: 00:08:00 •Summary: 00:02:00 •Introduction: 00:02:00 •If statement: 00:04:00 •If-else statement: 00:05:00 •If-else-if statement: 00:04:00 •Switch-case statement: 00:09:00 •Summary: 00:01:00 •Introduction: 00:02:00 •While loop: 00:09:00 •Do-while loop: 00:03:00 •For loop: 00:08:00 •Break: 00:02:00 •Continue: 00:03:00 •Coding Exercise: 00:02:00 •Solution for Coding Exercise: 00:02:00 •Summary: 00:02:00 •Introduction: 00:02:00 •Creating a Function: 00:07:00 •Function Call(): 00:07:00 •Function with parameters: 00:05:00 •Function Bind(): 00:06:00 •Summary: 00:01:00 •Introduction: 00:01:00 •How to Use Google chart script: 00:04:00 •Line Graph chart: 00:14:00 •Scatter plots chart: 00:02:00 •Bar chart: 00:04:00 •Pie chart: 00:02:00 •3D Pie chart: 00:02:00 •Summary: 00:01:00 •Introduction: 00:01:00 •Try-catch: 00:05:00 •Try-catch-finally: 00:17:00 •Summary: 00:01:00 •Introduction: 00:01:00 •On Submit Validation: 00:09:00 •Input Numeric Validation: 00:12:00 •Login Form Validation: 00:05:00 •Password Strength Check Validation: 00:04:00 •Summary: 00:01:00

Overview This Microsoft Excel Course for Everyone - Complete Excel Course is your passport to spreadsheet mastery.Explore Excel in detail and improve your abilities with practical activities that go beyond boring lectures. Take on spreadsheets like an expert, from data entry to difficult formulas and eye-catching graphics. But the magic doesn't end there! After finishing successfully, you'll not only impress with your proficiency with Excel, but you'll also obtain a respected CPD certification to enhance your CV and make a statement in the job market. Consider it your golden ticket to go up in your job!Enrol right away to see how your confidence and chances rise! Don't wait! 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 Microsoft Excel Course for Everyone - Complete Excel Course. It is available to all students, of all academic backgrounds. Requirements Compatible with a wide range of gadgets, including smartphones, tablets, laptops, Macs, and PCs. Particularly designed to be easily accessed with an internet connection on tablets and smartphones. No strict deadlines; learn whenever it's convenient for you. Individuals with basic English proficiency. Career Path After completing this course, it will increase the value of your CV and open you up to multiple sectors, such as : Data Analyst: £25,000 - £50,000 per year Financial Analyst: £30,000 - £60,000 per year Operations Manager: £35,000 - £70,000 per year Accountant: £25,000 - £50,000 per year Business Intelligence Analyst: £35,000 - £65,000 per year These salary ranges can vary based on factors such as experience, location, and the specific industry of the business. Course Curriculum 15 sections • 80 lectures • 06:51:00 total length •Introduction: 00:03:00 •Course Curriculum: 00:04:00 •Getting started on Windows, macOS, Android, and IOS: 00:01:00 •How to ask great questions: 00:02:00 •FAQ's: 00:01:00 •Starting Excel: 00:04:00 •Introduction: 00:02:00 •Worksheet basics: 00:22:00 •Entering values and formulas: 00:12:00 •Data formats: 00:10:00 •Data handling basics - cut copy and paste: 00:07:00 •Save and print in excel: 00:10:00 •Excel Ranges: 00:05:00 •Introduction: 00:01:00 •Basic formula operations: 00:06:00 •Mathematical functions level 1: 00:20:00 •Mathematical functions level 2: 00:12:00 •Text functions level 1: 00:09:00 •Text functions level 2: 00:13:00 •Logical functions: 00:11:00 •Date time functions: 00:06:00 •V Lookup formula: 00:12:00 •HLookup formula: 00:04:00 •HLookup + Match formula: 00:09:00 •Match + Index formula: 00:05:00 •Introduction: 00:02:00 •XLookup: 00:08:00 •Handling #NA and Approximates match in XLookup: 00:11:00 •Wildcard matching in XLookup: 00:06:00 •Introduction: 00:02:00 •Split text into columns: 00:07:00 •Flash Fill: 00:07:00 •Remove Duplicates: 00:08:00 •Data Validation: 00:07:00 •Get- import Data from Text: 00:06:00 •Get - import Data from CSV: 00:03:00 •Introduction: 00:01:00 •Formatting Font: 00:04:00 •Formatting Alignment: 00:06:00 •Formatting Number: 00:05:00 •Formatting Date: 00:03:00 •Formatting tables: 00:05:00 •Introduction: 00:01:00 •Creating Pivot Table: 00:07:00 •Value field settings: 00:04:00 •Number format: 00:02:00 •Pivot Table Design: 00:03:00 •Excel Exercise: 00:01:00 •Solution for Excel Exercise: 00:02:00 •Introduction: 00:01:00 •Excel Charts - Categories: 00:03:00 •Elements of a chart: 00:04:00 •Easy way to create charts: 00:02:00 •Column or Bar charts: 00:04:00 •Formatting charts: 00:04:00 •Line charts: 00:02:00 •Area charts: 00:02:00 •Pie and Doughnut charts: 00:04:00 •Format AreaPlot or XY chart: 00:08:00 •Scatter or bubble charts: 00:02:00 •Introduction: 00:01:00 •Frequency Distribution and Histograms: 00:04:00 •Waterfall charts: 00:02:00 •Hierarchy charts: sunburst and tree map: 00:03:00 •Combination charts: 00:02:00 •Sparklines: 00:05:00 •Pivot charts: 00:02:00 •Maps chart: 00:04:00 •3D Maps chart: 00:03:00 •Introduction: 00:01:00 •Stock charts: 00:02:00 •Radar charts: 00:02:00 •Surface charts: 00:02:00 •Heat maps: 00:04:00 •Named ranges: 00:05:00 •Indirect Name range Function: 00:06:00 •Import Data table from PDF file - Excel 2021: 00:04:00 •Import Data from Website - Excel 2019 above: 00:09:00 •Project: Sales forecast tracker: 00:07:00 •Product Sale Tax invoice: Tax Calculations: 00:05:00

Overview This comprehensive course on Personal Trainer: Healthy Fitness will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Personal Trainer: Healthy Fitness comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Personal Trainer: Healthy Fitness. It is available to all students, of all academic backgrounds. Requirements Our Personal Trainer: Healthy Fitness is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 7 sections • 99 lectures • 05:31:00 total length •Day 01 -Leg Blast: 00:10:00 •Day 02 -Upper Body: 00:11:00 •Day 03 -Cardio Blast: 00:10:00 •Day 04 -Dynamic Upper Body: 00:10:00 •Day 05 -Dynamic Lower Body: 00:12:00 •Day 06 -Core: 00:09:00 •Day 07 -Stretching and Isometrics: 00:16:00 •Science of Body building: 00:04:00 •Debunking Myths Of Lifting: 00:04:00 •The Most Important Thing In Training: 00:04:00 •Beginning High Intensity Training: 00:04:00 •Foundations of HIT: 00:03:00 •HIT Recovery: 00:04:00 •HIT Workout Day One: 00:04:00 •HIT Diet: 00:04:00 •HIT Workout Day Two: 00:04:00 •Not All Strength is Created Equal: 00:06:00 •Body Weight Training: 00:04:00 •Gym Based Training: 00:07:00 •A Simple Workout You Can Do Anywhere: 00:07:00 •Crossfit: is it for you?: 00:05:00 •Stretching: Why It's So Important: 00:07:00 •HIIT and TABATA Explained: 00:05:00 •How to Hire A Personal Trainer: 00:10:00 •Paleo Diet Explained: 00:05:00 •Creating Your Own Training Program: 00:06:00 •Introduction: 00:01:00 •The Importance Of Joint Health: 00:07:00 •A Look At Common Joint Problems: 00:07:00 •Exercise Your Joints: 00:08:00 •Balance Your Diet: 00:08:00 •Watch Your Weight: 00:06:00 •Home Remedies For Easing Joint Pains: 00:07:00 •Best Supplements For Joint Health: 00:10:00 •Other Options To Treat Joint Pains: 00:07:00 •Conclusion: 00:01:00 •Clips Home Fitness Man: 00:02:00 •Workout Aid your Recovery: 00:01:00 •Workout Aim past your goal: 00:01:00 •Workout Air Your Dirty Laundry: 00:01:00 •Workout Avoid Tendinitis: 00:01:00 •Workout Back Flys: 00:01:00 •Workout Back to Comfort: 00:01:00 •Workout Be a Lightweight: 00:01:00 •Workout Be an Early Bird: 00:01:00 •Workout Be an Energizer Bunny: 00:01:00 •Workout Become a Better Runner: 00:01:00 •Workout Bike more Efficiently: 00:01:00 •Workout Bike Uphill Better: 00:01:00 •Workout Biking: 00:01:00 •Workout Break out the Cash: 00:01:00 •Workout Breathe as You Rise: 00:01:00 •Workout Build Your Back: 00:01:00 •Workout Catch Baseballs Better: 00:01:00 •Workout Catch the Spiral: 00:01:00 •Workout Chin-Ups: 00:01:00 •Workout Close Grip Bench: 00:01:00 •Workout Close Grip Lat Pull-Down: 00:01:00 •Workout Count Backwards from 100: 00:01:00 •Workout Create Constructive Sleep Habits: 00:01:00 •Workout Crumple and Crush: 00:01:00 •Workout Crunches: 00:01:00 •Workout Deadlift: 00:01:00 •Workout Dips: 00:01:00 •Workout Diversify for Ultimate Success: 00:01:00 •Workout Do it in Parts: 00:01:00 •Workout Elliptical: 00:00:00 •Workout Exercise Bike: 00:01:00 •Workout Incline Dumbbell Press: 00:01:00 •Workout Incline Reverse Flys: 00:01:00 •Workout Jump Rope: 00:01:00 •Workout Jumping Jacks: 00:01:00 •Workout Knee Push-Ups: 00:01:00 •Workout Leg Curls: 00:01:00 •Workout Leg Extensions: 00:33:00 •Workout Leg Press: 00:01:00 •Workout Leg Raises: 00:01:00 •Workout Lower Back Raises: 00:01:00 •Workout Lunges: 00:01:00 •Workout Military Press: 00:01:00 •Workout Oblique Crunches: 00:01:00 •Workout Oblique Sit-Ups: 00:01:00 •Workout Overhead Triceps Extension: 00:01:00 •Workout Preacher Curl: 00:01:00 •Workout Pull-Ups: 00:01:00 •Workout Push-Ups: 00:01:00 •Workout Runner: 00:01:00 •Workout Running Treadmill: 00:01:00 •Workout Seated Row: 00:01:00 •Workout Shoulder Press: 00:01:00 •Workout Side Dumbbell Raise: 00:01:00 •Workout Single Arm Curl: 00:01:00 •Workout Sit-ups: 00:01:00 •Workout Squats: 00:01:00 •Workout Triceps Kickback: 00:01:00 •Workout Upright Barbell Rows: 00:01:00 •Workout Walking: 00:01:00 •Workout Wide Grip Pull-Down: 00:01:00 •Assignment - Personal Trainer: Healthy Fitness: 00:00:00

Overview This comprehensive course on Corporate & Strategic Communication Skills for Managers will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Corporate & Strategic Communication Skills for Managers comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Corporate & Strategic Communication Skills for Managers. It is available to all students, of all academic backgrounds. Requirements Our Corporate & Strategic Communication Skills for Managers is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 6 sections • 87 lectures • 08:58:00 total length •Definition of Communication: 00:03:00 •Elements of Communication: 00:04:00 •Communication Styles: 00:03:00 •Steps in Communication Process: 00:01:00 •Step 1 of Communication Process: 00:02:00 •Step 1 Explained - Goal and preparation: 00:05:00 •Step 1 Explained - Practicing Positive Intent: 00:02:00 •Step 1 Explained - Understanding Assumptions: 00:06:00 •Step 2 of Communication Process: 00:04:00 •Characteristics of Clear Message: 00:04:00 •Three Different Communication Styles: 00:06:00 •Assertive Communication Style: 00:02:00 •Body Language and Signals: 00:03:00 •Third Step in Communication - Seeing Feedback: 00:04:00 •Listening Skills - Listen with Compassion: 00:04:00 •Listening Skills - Meaning of Paraphrasing: 00:02:00 •Ways to Improve Communication and Knowledge Check: 00:05:00 •Increase Effectiveness of Communication: 00:08:00 •8 Guidelines for Giving Praise and Feedback: 00:05:00 •Additional Tips for Effective Communications: 00:09:00 •Communication Requirements in Business: 00:08:00 •Skills required in corporate communication: 00:06:00 •Interactive Communications: 00:08:00 •Reason why Communication Fails: 00:03:00 •Communication Channels and Their Problems: 00:06:00 •Indications of Incompetent Communication: 00:06:00 •Other reasons for Communication failure: 00:04:00 •Strategic Communication Liner Model: 00:05:00 •Strategic Communication Adaptive Model: 00:04:00 •Strategic Communication Interpretive Model: 00:04:00 •Strategic Communication in Public Communication: 00:09:00 •Resources and Audience for Strategic Public Communication: 00:07:00 •Source of Strategic Communication: 00:05:00 •Strategic Communication - Summary of three models: 00:12:00 •Strategic Communication - Guidelines for Interpretative Models: 00:05:00 •Strategic Communication - Public Communications: 00:11:00 •Internal Communication - Orientation: 00:09:00 •Internal Communication - Moral Compansation and Benefits: 00:07:00 •Internal Communication - Organisation Change: 00:07:00 •External Communication - Issues Management: 00:06:00 •External Communication and PR: 00:05:00 •External Communication - Issue Management - Organisation Response: 00:13:00 •External Communication - Image Management and Issue Advocacy: 00:06:00 •External Communication - Risk and Crisis Communication: 00:10:00 •Case Study on Corporate Strategic Communication: 00:09:00 •What is Strategy?: 00:06:00 •What is Communication Strategy?: 00:05:00 •When Communication Strategy is required: 00:04:00 •Why Communication Strategy is required: 00:03:00 •Information we need before making strategy: 00:08:00 •Setting Goals and Identify Audience: 00:08:00 •Catagorise your Audience to help draft right message: 00:04:00 •Drafting Message to cater your audience: 00:04:00 •Channels and Timing of Communication: 00:05:00 •Resources risk and Evaluation of communication strategy: 00:04:00 •Summary of Communication Strategy: 00:03:00 •Strategic Communication Plan Template: 00:04:00 •Strategic Communication Plan: 00:04:00 •Difference between Strategic and Tactical Communication: 00:03:00 •Traditional Planning and why Refreshed Approached: 00:05:00 •Change Management - What are concerns?: 00:03:00 •Refreshed Approach to Communication Planning: 00:07:00 •Possible Problems in Communication Plan, Success measurement: 00:06:00 •Measure, Feedback and Manage Cynics: 00:03:00 •Social Aspects of Communication Strategy: 00:12:00 •Additional Planning on Social Aspects of Communication Strategy: 00:04:00 •Strategic Communication - American Airlines Case Study: 00:33:00 •How to Succeed in Group Communication: 00:10:00 •Defining Group Communication: 00:08:00 •Elements of Group Communication and Types of Group: 00:08:00 •Advantages and Disadvantages of Group Discussion: 00:08:00 •How to prepare for group Discussion: 00:07:00 •Practice for group Discussion and other aspects: 00:08:00 •Dos and Don't group Discussion: 00:08:00 •Summary of previous class: 00:05:00 •What is conflict - class discussion?: 00:07:00 •Communication in Conflict: 00:08:00 •Meaning of Positive intent in difficult situations: 00:09:00 •Positive Intent - Example: 00:05:00 •De-escalating Emotions as a method to communicate in Conflicts: 00:06:00 •Detached Responsibility method in resolving conflicts: 00:13:00 •Keys to handle Angry Peoples: 00:06:00 •Keys to deal with denial: 00:04:00 •Uncovering Hidden Agendas: 00:06:00 •Giving Negative Feedback: 00:09:00 •Receiving Negative Feedback and Exercise: 00:08:00 •Assignment - Corporate & Strategic Communication Skills for Managers: 00:00:00

Overview The Diploma in Professional Chef course is specifically designed to prepare students for the demands of this rapidly growing industry. With over 15 hours of content spread across various essential topics, this course provides a comprehensive understanding of the culinary world. It covers various topics such as improving cooking and food preparation skills, catering to unique tastes, and mastering the art of saucier. The Diploma in Professional Chef course delves deep into the intricacies of becoming a successful chef, with modules dedicated to the physical qualities and demands of a chef and the importance of testing recipes.  It also provides insights into the business side of the culinary world, with modules like Food Business Basics and Marketing and Quality Control. The course also offers many recipes and cooking tips, from traditional Italian and Chinese cooking to modern culinary trends. 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 Diploma in Professional Chef. It is available to all students, of all academic backgrounds. Requirements Our Diploma in Professional Chef 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 5 sections • 92 lectures • 14:45:00 total length •Can TV Chefs Teach You To Cook?: 00:30:00 •Improving Cooking And Food Preparation Skills: 00:15:00 •Catering To Unique Tastes: 00:30:00 •Qualities Of A Successful Chef: 00:30:00 •Achieve Perfection As A Saucier: 00:30:00 •Becoming The Perfect Chef: 01:00:00 •Equipment For Perfect Chefs: 00:30:00 •How To Become The Perfect Chef: Attending School: 00:30:00 •The Keys To Getting and Using Feedback: 00:30:00 •What Can You Do With A Culinary Degree: 01:00:00 •Knife Skills For The Perfect Chef: 00:30:00 •Making Meals Easy to Eat Healthy: 00:30:00 •Plating for the At Home Chef: 00:30:00 •Perfect Chefs Choose A Speciality: 00:30:00 •Finding Local Cooking Classes: 00:30:00 •How Can You Become a Professional Chef: 00:30:00 •The Physical Qualities of the Perfect Chef: 00:15:00 •The Importance of Testing Recipes: 00:15:00 •The Chefs Important Baking Tools: 01:00:00 •The Learning Curve To Becoming The Perfect Chef: 00:15:00 •The Job of a Professional Chef: 00:30:00 •The Mix of Sweet, Spicy and Savory: 00:30:00 •The Perfect At Home Chef: 00:30:00 •The Perfect Chef Opens A Restaurant: 00:15:00 •The Physical Demand of Being a Chef: 00:15:00 •Buying Kitchen Equipment: Tips And Tricks To Save Money: 01:00:00 •The Well Equipped Kitchen: 00:15:00 •Take Inventory: 01:00:00 •Be Wary Of The Latest Trends: 01:00:00 •Inexpensive Vs. Cheap: 00:15:00 •Needing Vs. Wanting: 01:00:00 •Comparison Shopping: 01:00:00 •How To Find The Best Deals: 01:00:00 •Secrets Of Outdoor Cooking Recipes: 01:00:00 •Once A Month Cooking Recipes: 00:15:00 •Mother's Day Cooking Made Easy: 01:00:00 •Mardi Gras Cooking Cajun Style: 00:30:00 •Learn To Cook Italian Food On Vacation: 01:00:00 •Cooking With A Dutch Oven: 01:00:00 •Recipes Of Italian Vegetarian Cooking: 01:00:00 •Home Cooking Network: An Array Of Recipes: 00:30:00 •America's Home Cooking: The Television Program: 01:00:00 •A Wonderful Experience With Outdoor Cooking Burners: 00:30:00 •Cooking For Sunday Dinner: 01:00:00 •Healthy Cooking Oils: 01:00:00 •Cooking Cajun Food: 01:00:00 •Paula's Home Cooking Recipes: 00:30:00 •The Importance Of Eating A Healthful Vegetarian Diet: 01:00:00 •Italian Food On A Date: 00:30:00 •The History Of Pasta In Italian Food: 01:00:00 •Review Of Different Vegetarian Cooking Shows: 00:30:00 •Italian Cooking Brochutto: 01:00:00 •Cooking Christmas Cookies: 01:00:00 •Back To Beginning For President's Day Cooking: 00:30:00 •Microwave Bacon Cooking Equipment: 00:30:00 •Cheap Italian Food In Milan: 01:00:00 •Chinese Cooking Wok: 01:00:00 •7 Useful Cooking Tips And Hints: 01:00:00 •Down Home Cooking: 00:30:00 •Italian Cooking School: 00:30:00 •Cooking Games: 00:30:00 •Italian Cooking Recipes: 00:30:00 •French Cooking Holidays: 00:30:00 •Food Business Basics: 01:00:00 •Put Together Your Business Concept: 00:30:00 •Identify your Target Market: 00:30:00 •Identify Your Competition: 00:30:00 •Write A Mission Statement: 00:30:00 •Downline Basics: 00:30:00 •Equipment And Supplies: 00:30:00 •Marketing And Quality Control: 00:30:00 •Wrapping Up: 00:15:00 •Recipe - I: 01:00:00 •Recipe - II: 01:00:00 •Recipe - III: 01:00:00 •Recipe - IV: 01:00:00 •Recipe - V: 01:00:00 •Recipe - VI: 01:00:00 •Recipe - VII: 01:00:00 •Recipe - VIII: 01:00:00 •Recipe - IX: 01:00:00 •Recipe - X: 01:00:00 •Recipe - XI: 00:30:00 •Recipe - XII: 00:30:00 •Recipe - XIII: 00:15:00 •Recipe - XIV: 00:30:00 •Recipe - XV: 00:30:00 •Recipe - XVI: 01:00:00 •Recipe -XVII: 01:00:00 •Recipe -XVIII: 01:00:00 •Recipe -XX: 01:00:00 •Recommended Reading: Diploma in Professional Chef: 00:00:00

Overview This comprehensive course on Healthy Fitness will deepen your understanding on this topic .After successful completion of this course you can acquire the required skills in this sector. This Healthy Fitness comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Healthy Fitness . It is available to all students, of all academic backgrounds. Requirements Our Healthy Fitness is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 7 sections • 108 lectures • 05:35:00 total length •Day 01 -Leg Blast: 00:10:00 •Day 02 -Upper Body: 00:11:00 •Day 03 -Cardio Blast: 00:10:00 •Day 04 -Dynamic Upper Body: 00:10:00 •Day 05 -Dynamic Lower Body: 00:12:00 •Day 06 -Core: 00:09:00 •Day 07 -Stretching and Isometrics: 00:16:00 •Beginning High Intensity Training: 00:04:00 •HIT Recovery: 00:04:00 •Science of Body building: 00:04:00 •Foundations of HIT: 00:03:00 •Debunking Myths of Lifting: 00:04:00 •The Most Important Thing In Training: 00:04:00 •HIT Workout Day One: 00:04:00 •HIT Workout Day Two: 00:04:00 •HIT Diet: 00:04:00 •Beginning High Intensity Training: 00:04:00 •Foundations Of HIT: 00:03:00 •Debunking Myths Of Lifting: 00:04:00 •Science of Bodybuilding: 00:04:00 •The Most Important Thing In Training: 00:04:00 •HIT Recovery: 00:04:00 •HIT Workout Day One: 00:04:00 •HIT Diet: 00:04:00 •HIT Workout Day Two: 00:04:00 •Not All Strength is Created Equal: 00:06:00 •Body Weight Training: 00:04:00 •Gym Based Training: 00:07:00 •A Simple Workout You Can Do Anywhere: 00:07:00 •Crossfit: is it for you?: 00:05:00 •Stretching: Why It's So Important: 00:07:00 •HIIT and TABATA Explained: 00:05:00 •How to Hire A Personal Trainer: 00:10:00 •Paleo Diet Explained: 00:05:00 •Creating Your Own Training Program: 00:06:00 •Introduction: 00:01:00 •The Importance Of Joint Health: 00:07:00 •A Look At Common Joint Problems: 00:07:00 •Exercise Your Joints: 00:08:00 •Balance Your Diet: 00:08:00 •Watch Your Weight: 00:06:00 •Home Remedies For Easing Joint Pains: 00:07:00 •Best Supplements For Joint Health: 00:10:00 •Other Options To Treat Joint Pains: 00:07:00 •Conclusion: 00:01:00 •Clips Home Fitness Man: 00:02:00 •Workout Aid your Recovery: 00:01:00 •Workout Aim past your goal: 00:01:00 •Workout Air Your Dirty Laundry: 00:01:00 •Workout Avoid Tendinitis: 00:01:00 •Workout Back Flys: 00:01:00 •Workout Back to Comfort: 00:01:00 •Workout Be a Lightweight: 00:01:00 •Workout Be an Early Bird: 00:01:00 •Workout Be an Energizer Bunny: 00:01:00 •Workout Become a Better Runner: 00:01:00 •Workout Bike more Efficiently: 00:01:00 •Workout Bike Uphill Better: 00:01:00 •Workout Biking: 00:01:00 •Workout Break out the Cash: 00:01:00 •Workout Breathe as You Rise: 00:01:00 •Workout Build Your Back: 00:01:00 •Workout Catch Baseballs Better: 00:01:00 •Workout Catch the Spiral: 00:01:00 •Workout Chin-Ups: 00:01:00 •Workout Close Grip Bench: 00:01:00 •Workout Close Grip Lat Pull-Down: 00:01:00 •Workout Count Backwards from 100: 00:01:00 •Workout Create Constructive Sleep Habits: 00:01:00 •Workout Crumple and Crush: 00:01:00 •Workout Crunches: 00:01:00 •Workout Deadlift: 00:01:00 •Workout Dips: 00:01:00 •Workout Diversify for Ultimate Success: 00:01:00 •Workout Do it in Parts: 00:01:00 •Workout Elliptical: 00:01:00 •Workout Exercise Bike: 00:01:00 •Workout Incline Dumbbell Press: 00:01:00 •Workout Incline Reverse Flys: 00:01:00 •Workout Jump Rope: 00:01:00 •Workout Jumping Jacks: 00:01:00 •Workout Knee Push-Ups: 00:01:00 •Workout Leg Curls: 00:01:00 •Workout Leg Extensions: 00:01:00 •Workout Leg Press: 00:01:00 •Workout Leg Raises: 00:01:00 •Workout Lower Back Raises: 00:01:00 •Workout Lunges: 00:01:00 •Workout Military Press: 00:01:00 •Workout Oblique Crunches: 00:01:00 •Workout Oblique Sit-Ups: 00:01:00 •Workout Overhead Triceps Extension: 00:01:00 •Workout Preacher Curl: 00:01:00 •Workout Pull-Ups: 00:01:00 •Workout Push-Ups: 00:01:00 •Workout Runner: 00:01:00 •Workout Running Treadmill: 00:01:00 •Workout Seated Row: 00:01:00 •Workout Shoulder Press: 00:01:00 •Workout Side Dumbbell Raise: 00:01:00 •Workout Single Arm Curl: 00:01:00 •Workout Sit-ups: 00:01:00 •Workout Squats: 00:01:00 •Workout Triceps Kickback: 00:01:00 •Workout Upright Barbell Rows: 00:01:00 •Workout Walking: 00:01:00 •Workout Wide Grip Pull-Down: 00:01:00 •Assignment - Healthy Fitness: 00:00:00

Overview This comprehensive course on Python for Data Analysis will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Python for Data Analysis comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Python for Data Analysis. It is available to all students, of all academic backgrounds. Requirements Our Python for Data Analysis 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 19 sections • 99 lectures • 00:08:00 total length •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 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 •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 •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 •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 •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 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •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 •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 •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 •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 •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 •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 •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 •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 •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 •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 •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- Python for Data Analysis: 00:00:00

Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing.  Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol 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? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. 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 Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 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 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 •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 •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 •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 •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 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •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): 00:17:00 •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 •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 •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 •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 •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 •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 •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 •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 •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 •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

Overview This comprehensive course on General Inorganic Chemistry will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This General Inorganic Chemistry comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this General Inorganic Chemistry. It is available to all students, of all academic backgrounds. Requirements Our General Inorganic Chemistry 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 22 sections • 151 lectures • 14:47:00 total length •Learning objectives: 00:10:00 •Example of a solved problem: 00:06:00 •System of measurement: 00:02:00 •International system of units: 00:05:00 •Temperature units and scales: 00:04:00 •Use and misuse of units: 00:03:00 •Dimensional analysis: 00:03:00 •Quantities and units: Solved problems: 00:10:00 •Atoms: 00:02:00 •Nuclei: 00:04:00 •Periodic table: 00:08:00 •Relative atomic masses: 00:04:00 •Moles: 00:05:00 •Symbols, formulas and molar masses: 00:04:00 •Atomic, molecular and molar masses - Problems with solutions: 00:16:00 •Empirical formula from composition: 00:04:00 •Composition from formula: 00:04:00 •Nuclidic molecular masses and chemical formulas: 00:05:00 •Formulas and compositions: Solved problems: 00:24:00 •Introduction to nomenclature: 00:03:00 •Naming binary compounds of nonmetals: 00:05:00 •Naming ionic compounds: 00:01:00 •Naming monoatomic cations: 00:06:00 •Naming polyatomic cations: 00:03:00 •Naming monoatomic anions: 00:02:00 •Naming oxyanions: 00:05:00 •Naming special anions: 00:01:00 •Putting the names of the ions together: 00:02:00 •Writing formulas for ionic compounds: 00:08:00 •Naming inorganic acids: 00:06:00 •Naming acid salts: 00:04:00 •Naming hydrates: 00:01:00 •Introduction to chemical equations: 00:02:00 •Molecular relations from equations: 00:05:00 •Mass relations from equations: 00:06:00 •Limiting reactant: 00:01:00 •Calculations from chemical equations: Solved problems: 00:24:00 •Types of chemical reactions: 00:04:00 •Pressure: 00:07:00 •Gas laws: 00:02:00 •Boyle's law: Constant temperature: 00:01:00 •Charles' law: Constant pressure: 00:01:00 •Gay-Lussac's law: Constant volume: 00:01:00 •Combined gas law: 00:01:00 •Density of an ideal gas: 00:03:00 •Dalton's law for partial pressures: 00:01:00 •Collecting a gas over a liquid: 00:02:00 •Deviation from ideal beahvior: 00:01:00 •Measurement of gases: Solved problems: 00:13:00 •Avogadro's hypothesis: 00:03:00 •Molar volume: 00:01:00 •Ideal gas law: 00:05:00 •Gas volume relations from equations: 00:04:00 •Gas stoichiometry involving mass: 00:05:00 •The ideal gas law: Solved problems: 00:13:00 •Heat: 00:04:00 •Energy and enthalpy: 00:05:00 •Enthalpy changes for various processes: 00:12:00 •Rules of thermochemistry: 00:09:00 •Thermochemistry - Problems with solutions: 00:21:00 •Characters of light: 00:05:00 •Interaction of light with matter: 00:08:00 •Particles and waves: 00:03:00 •Orbitals: 00:17:00 •The Pauli exclusion principle: 00:01:00 •Aufbau principle: 00:03:00 •Electron configuration: 00:11:00 •Atomic radii: 00:04:00 •Ionization energies: 00:03:00 •Electron affinity and magnetic properties: 00:05:00 •Atomic structure - Problems with solutions: 00:16:00 •Introduction to chemical bonding: 00:02:00 •Octet rule: 00:03:00 •Ionic bonding: 00:09:00 •Electron dot notation: 00:05:00 •Covalent bonding: 00:17:00 •Distinction between ionic and covalent bonding: 00:03:00 •Predicting the nature of bonding in compounds: 00:05:00 •Formal charges: 00:08:00 •Dipole moment and electronegativity: 00:04:00 •Hybrid orbitals: 00:10:00 •Crystals: 00:08:00 •Close packing: 00:04:00 •Crystal forces: 00:06:00 •Liquid forces: 00:03:00 •Solids and liquids: Solved problems: 00:22:00 •Introduction to redox reactions: 00:04:00 •Oxidation number: 00:09:00 •Oxidizing and reducing agents: 00:05:00 •Ionic notation for equations: 00:04:00 •Balancing oxidation-reduction equations: 00:11:00 •Oxidation-reduction: Solved problems: 00:14:00 •Composition of solutions: 00:01:00 •Concentrations: 00:02:00 •Molarity: 00:02:00 •Normality: 00:05:00 •Molality: 00:01:00 •Mole fraction: 00:01:00 •Comparison and summary of the concentration units: 00:04:00 •Dilution problems: 00:01:00 •Concentration of solutions: Solved problems: 00:14:00 •Reactions involving standard solutions: 00:04:00 •Reaction involving standard solutions: Solved problems: 00:13:00 •Introduction to chemical solutions: 00:02:00 •Vapor pressure lowering: 00:04:00 •Freezing point lowering: 00:05:00 •Boiling point lowering: 00:03:00 •Osmotic pressure: 00:03:00 •Solution of gases in liquids: 00:02:00 •Law of distribution: 00:01:00 •Properties of solutions: Solved problems: 00:13:00 •The first law: 00:02:00 •The second law: 00:06:00 •Entropy: 00:04:00 •The third law: 00:01:00 •Standard states: 00:06:00 •Chemical equilibrium: 00:03:00 •The equilibrium constant: 00:10:00 •Le Chatelier's principle: 00:14:00 •Thermodynamics - Problems with solutions: 00:18:00 •Arrhenius concept: 00:03:00 •Brönsted-Lowry concept: 00:08:00 •Lewis concept: 00:02:00 •Ionization of water: 00:07:00 •Hydrolysis: 00:06:00 •Buffer solutions: 00:06:00 •Indicators: 00:03:00 •Polytropic acids: 00:05:00 •Titration: 00:08:00 •Acids and bases - Problems with solutions: 00:21:00 •Coordination complexes: 00:08:00 •Solubility product: 00:02:00 •Precipitation: 00:05:00 •Complex ions and precipitates: Solved problems: 00:06:00 •Electrical units: 00:03:00 •Faraday's laws: 00:04:00 •Voltaic cells: 00:06:00 •Standard half-cell potential: 00:07:00 •Combining couples: 00:04:00 •Free energy and Nernst equation: 00:08:00 •Electrolysis: 00:06:00 •Electrochemistry: Solved problems: 00:16:00 •Introduction to rates of reactions: 00:01:00 •Rate constants and order of reactions: 00:11:00 •First order reactions: 00:02:00 •Other rate laws: 00:01:00 •Energy of activation: 00:01:00 •Mechanism of reaction: Molecularity: 00:05:00 •Mechanism of reaction: Energetics: 00:05:00 •Rates of reactions: Solved problems: 00:13:00 •Assignment -General Inorganic Chemistry: 00:00:00