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Duration 3 Days 18 CPD hours This course is intended for This course is designed for professionals in a variety of job roles who are currently using desktop or web-based data management tools such as Microsoft Excel or SQL Server reporting services to perform numerical or general data analysis. They are responsible for connecting to cloud-based data sources, as well as shaping and combining data for the purpose of analysis. They are also looking for alternative ways to analyze business data, visualize insights, and share those insights with peers across the enterprise. This includes capturing and reporting on data to peers, executives, and clients. This course is also designed for professionals who want to pursue the Microsoft Power BI Data Analyst (Exam PL-300) certification. Overview In this course, you will analyze data with Microsoft Power BI. You will: Analyze data with self-service BI. Connect to data sources. Perform data cleaning, profiling, and shaping. Visualize data with Power BI. Enhance data analysis by adding and customizing visual elements. Model data with calculations. Create interactive visualizations. Use advanced analysis techniques. Enhance reports and dashboards. Publish and share reports and dashboards. Extend Power BI beyond the desktop. As technology progresses and becomes more interwoven with our businesses and lives, more data is collected about business and personal activities. This era of 'big data' is a direct result of the popularity and growth of cloud computing, which provides an abundance of computational power and storage, allowing organizations of all sorts to capture and store data. Leveraging that data effectively can provide timely insights and competitive advantages. Creating data-backed visualizations is key for data scientists, or any professional, to explore, analyze, and report insights and trends from data. Microsoft© Power BI© software is designed for this purpose. Power BI was built to connect to a wide range of data sources, and it enables users to quickly create visualizations of connected data to gain insights, show trends, and create reports. Power BI's data connection capabilities and visualization features go far beyond those that can be found in spreadsheets, enabling users to create compelling and interactive worksheets, dashboards, and stories that bring data to life and turn data into thoughtful action. Analyzing Data with Self-Service BI Topic A: Data Analysis and Visualization for Business Intelligence Topic B: Self-Service BI with Microsoft Power BI Connecting to Data Sources Topic A: Create Data Connections Topic B: Configure and Manage Data Relationships Topic C: Save Files in Power BI Performing Data Cleaning, Profiling, and Shaping Topic A: Clean, Transform, and Load Data with the Query Editor Topic B: Profile Data with the Query Editor Topic C: Shape Data with the Query Editor Topic D: Combine and Manage Data Rows Visualizing Data with Power BI Topic A: Create Visualizations in Power BI Topic B: Chart Data in Power BI Enhancing Data Analysis Topic A: Customize Visuals and Pages Topic B: Incorporate Tooltips Modeling Data with Calculations Topic A: Create Calculations with Data Analysis Expressions (DAX) Topic B: Create Calculated Measures and Conditional Columns Creating Interactive Visualizations Topic A: Create and Manage Data Hierarchies Topic B: Filter and Slice Reports Topic C: Create Dashboards Using Advanced Analysis Techniques Topic A: Create Calculated Tables, Variables, and Parameters Topic B: Enhance Visuals with Statistical Analysis Topic C: Perform Advanced Analysis Enhancing Reports and Dashboards Topic A: Enhance Reports Topic B: Enhance Dashboards Publishing and Sharing Reports and Dashboards Topic A: Publish Reports Topic B: Create and Manage Workspaces Topic C: Share Reports and Dashboards Extending Power BI Beyond the Desktop Topic A: Use Power BI Mobile Topic B: Extend Access with the Power BI API Additional course details: Nexus Humans Microsoft Power BI: Data Analysis Professional (Second Edition) (v1.3) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Microsoft Power BI: Data Analysis Professional (Second Edition) (v1.3) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Overview This Power Electronics for Electrical Engineering course will unlock your full potential and will show you how to excel in a career in Power Electronics for Electrical Engineering. So upskill now and reach your full potential. Everything you need to get started in Power Electronics for Electrical Engineering is available in this course. Learning and progressing are the hallmarks of personal development. This Power Electronics for Electrical Engineering will quickly teach you the must-have skills needed to start in the relevant industry. In This Power Electronics for Electrical Engineering Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Power Electronics for Electrical Engineering skills to help you advance your career. Acquire a comprehensive understanding of various Power Electronics for Electrical Engineering topics and tips from industry experts. Learn in-demand Power Electronics for Electrical Engineering skills that are in high demand among UK employers, which will help you to kickstart your career. This Power Electronics for Electrical Engineering course covers everything you must know to stand against the tough competition in the Power Electronics for Electrical Engineering field.  The future is truly yours to seize with this Power Electronics for Electrical Engineering. Enrol today and complete the course to achieve a Power Electronics for Electrical Engineering certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Power Electronics for Electrical Engineering course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Power Electronics for Electrical Engineering course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Power Electronics for Electrical Engineering course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Power Electronics for Electrical Engineering is suitable for anyone aspiring to start a career in Power Electronics for Electrical Engineering; even if you are new to this and have no prior knowledge on Power Electronics for Electrical Engineering, this course is going to be very easy for you to understand.  And if you are already working in the Power Electronics for Electrical Engineering field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Power Electronics for Electrical Engineering course is a win-win for you in all aspects.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Power Electronics for Electrical Engineering course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Power Electronics for Electrical Engineering course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online Power Electronics for Electrical Engineering course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Unit 1- Introduction to Power Electronics Components Module 1- Introduction to Power Electronics 00:13:00 Module 2- Uncontrolled Switches 00:17:00 Module 3- What is the Benefit of Diode 00:06:00 Module 4- Semi-Controlled Switches Part 1 00:09:00 Module 5- Semi-Controlled Switches Part 2 00:14:00 Module 6- Semi-Controlled Switches Part 3 00:05:00 Module 7- What is the Benefit of Thyristor 00:05:00 Module 8- Fully Controlled Switches Part 1 00:17:00 Module 9- Fully Controlled Switches Part 2 00:10:00 Module 10- Fully Controlled Switches Part 3 00:12:00 Unit 2- Fundamentals of Rectifier Circuits Module 1- Overview on Rectifiers 00:02:00 Module 2- Rectifier Definition 00:01:00 Module 3- Half Wave Uncontrolled Rectifier with R Load 00:21:00 Module 4- Example on Half Wave Uncontrolled Rectifier with R Load Part 1 00:06:00 Module 5- Example on Half Wave Uncontrolled Rectifier with R Load Part 2 00:07:00 Module 6- Half Wave Uncontrolled Rectifier with RL Load 00:10:00 Module 7- Derivation of the Discontinuous Current in R-L Load 00:08:00 Module 8- Freewheeling Diode (Commutation Diode) 00:03:00 Module 9- Half Wave R-L Load with FWD 00:09:00 Module 10- Difference Between Continuous and Discontinuous Mode in RL Load 00:07:00 Module 11- Half Wave RL Load with FWD Continuous Mode 00:06:00 Module 12- Example on Half Wave Rectifier with FWD 00:07:00 Module 13- Bridge Full Wave Uncontrolled Rectifier Part 1 00:07:00 Module 14- Bridge Full Wave Uncontrolled Rectifier Part 2 00:05:00 Module 15- Quick Revision on Bridge Full Wave Uncontrolled Rectifier 00:06:00 Module 16- Firing Angle 00:02:00 Module 17- Half Wave Controlled Rectifier R Load 00:05:00 Module 18- Half Wave Controlled Rectifier R-L Load 00:04:00 Module 19- Half Controlled R-L Load with FWD 00:06:00 Module 20- Example 1 00:07:00 Module 21- Example 2 00:08:00 Module 22- Example 3 00:13:00 Module 23- Example 4 00:09:00 Module 24- Example 5 00:05:00 Module 25- Fully Controlled Bridge Rectifier Part 1 00:06:00 Module 26- Fully Controlled Bridge Rectifier Part 2 00:06:00 Module 27- Quick Revision on Bridge Full Wave Controlled Rectifier 00:02:00 Module 28- Example 6 00:08:00 Module 29- Half Controlled Bridge Rectifier 00:08:00 Module 30- Half Controlled Bridge Rectifier with FWD 00:05:00 Module 31- Example 7 00:06:00 Module 32- Example 8 00:07:00 Module 33- Performance Parameters 00:04:00 Module 34- Power Factor 00:04:00 Unit 3- Fundamentals of AC Choppers Module 1- Introduction to AC Choppers 00:02:00 Module 2- Definition of AC Choppers 00:05:00 Module 3- Switching Techniques in AC Choppers 00:06:00 Module 4- Applications on AC Choppers 00:03:00 Module 5- Types of AC Choppers 00:02:00 Module 6- AC Chopper with R Load 00:14:00 Module 7- Example 1 on AC Chopper with R Load 00:06:00 Module 8- Example 2 on AC Chopper with R Load 00:04:00 Module 9- AC Chopper with L Load Part 1 00:13:00 Module 10- AC Chopper with L Load Part 2 00:06:00 Module 11- Example on AC Chopper with L Load 00:08:00 Module 12- AC Chopper with RL Series Load 00:20:00 Module 13- Example on AC Chopper with RL Series Load 00:07:00 Module 14- AC Chopper with RL Parallel Load 00:25:00 Module 15- Example on AC Chopper with RL Parallel Load 00:06:00 Module 16- AC Chopper with Pure Capacitive Load 00:14:00 Module 17- Example on AC Chopper with Pure Capacitive Load 00:04:00 Module 18- AC Chopper Loaded by Heavy Rectifier 00:06:00 Module 19- AC Chopper Loaded by an AC Motor with Sinusoidal Back Emf 00:12:00 Module 20- Example on AC Chopper Loaded by an AC Motor with Sinusoidal Back Emf 00:08:00 Module 21- Integral Cycle Control 00:11:00 Module 22- Example on Integral Cycle Control 00:04:00 Unit 4- Fundamentals of DC Choppers Module 1- Introduction to DC Choppers 00:02:00 Module 2- Definition and Application of DC Choppers 00:05:00 Module 3- Step down DC Chopper with R Load 00:12:00 Module 4- Example on Step Dwon DC Chopper with R Load 00:08:00 Module 5- Generation of Duty Cycle 00:09:00 Module 6- Switching Techniques 00:03:00 Module 7- Step Down DC Chopper with RLE Load Part 1 00:19:00 Module 8- Step Down DC Chopper with RLE Load Part 2 00:15:00 Module 9- Example 1 on Step Down DC Chopper with RLE Load 00:13:00 Module 10- Example 2 on Step Down DC Chopper with RLE Load 00:02:00 Module 11- Step Up DC Chopper with R or RL Load 00:09:00 Module 12- Step Up DC Chopper with RE Load 00:15:00 Module 13- Example on Step Up DC Chopper with RE Load 00:20:00 Module 14- Buck Regulator Part 1 00:16:00 Module 15- Buck Regulator Part 2 00:17:00 Module 16- Example on Buck Regulator 00:03:00 Module 17- Boost Regulator 00:23:00 Module 18- Example on Boost Regulator 00:06:00 Module 19- Buck Boost Converter 00:17:00 Module 20- Example on Buck-Boost Converter 00:05:00 Unit 5- Fundamentals of Inverters Module 1- Introduction to Inverters 00:02:00 Module 2- Definition of Inverters 00:04:00 Module 3- Importance and Applications of Inverters 00:08:00 Module 4- Single Phase Half Bridge R-Load 00:15:00 Module 5- Single Phase Half Bridge RL- Load 00:08:00 Module 6- Performance Parameters of an Inverter 00:05:00 Module 7- Example on Single Phase Half Bridge 00:10:00 Module 8- Single Phase Bridge Inverter R- Load 00:06:00 Module 9- Single Phase Bridge Inverter RL- Load 00:07:00 Module 10- Example on Single Phase Bridge Inverter 00:06:00 Module 11- Three Phase Inverters and Obtaining the Line Voltages 00:15:00 Module 12- Threee Phase Inverters and Obtaining The Phase Voltages 00:17:00 Module 13- Example on Three Phase Inverters 00:16:00 Module 14- Single Pulse Width Modulation 00:13:00 Module 15- Multiple Pulse Width Modulation 00:13:00 Module 16- Example on Multiple Pulse Width Modulation 00:04:00 Module 17- Sinusoidal Pulse Width Modulation 00:16:00 Module 18- Industrial Inverter 00:03:00

Overview Immerse yourself in the dynamic world of public relations with our meticulously designed PR: Public Relations course. This course unlocks the doors to understanding the transformative power of effective communication within an organisation. PR: Public Relation is an essential element of any successful business, with over 55,000 PR specialists in the UK working tirelessly to manage the image and reputation of their respective organisations. Our course prepares you for a rewarding career in PR: Public Relations, equipping you with the knowledge and skills to navigate this bustling industry. Discover the art of maintaining corporate relationships, explore PR tactics, delve into crisis management, and much more. Your journey to becoming a PR: Public Relations expert starts here. This PR: Public Relations course covers the following topics: Comprehend the fundamental principles and role of public relations. Understand diverse concepts and theories in public relations. Organise and manage public relations activities effectively. Apply research techniques and strategies for public relations. Gain insights into various fields of PR practices. Evaluate ethical considerations and maintain professionalism in public relations. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the PR : Public Relation course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the PR : Public Relation course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the PR : Public Relation course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This PR : Public Relation is suitable for anyone aspiring to start a career in PR : Public Relation; even if you are new to this and have no prior knowledge on PR : Public Relation, this course is going to be very easy for you to understand.  And if you are already working in the PR : Public Relation field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this PR : Public Relation course is a win-win for you in all aspects.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This PR : Public Relation course has no prerequisite.  You don't need any educational qualification or experience to enrol in the PR : Public Relation course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online PR : Public Relation course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum PR : Public Relation Introduction to Public Relations 00:19:00 Concepts of Public Relations 00:20:00 Management and Organisation of Public Relations 00:19:00 Public Relations Tactics and Research 00:28:00 Major Fields of Public Relations Practice Part I 00:22:00 Major Fields of Public Relations Practice Part II 00:22:00 Social Media and PR 00:20:00 Crisis management 00:28:00 Ethics & Professionalism in Public Relations 00:14:00

In this competitive job market, you need to have some specific skills and knowledge to start your career and establish your position. This Property Development and Management Bundle will help you understand the current demands, trends and skills in the sector. The course will provide you with the essential skills you need to boost your career growth in no time. The Property Development and Management Bundle will give you clear insight and understanding about your roles and responsibilities, job perspective and future opportunities in this field. You will be familiarised with various actionable techniques, career mindset, regulations and how to work efficiently. This course is designed to provide an introduction to Property Development and Management Bundle and offers an excellent way to gain the vital skills and confidence to work toward a successful career. It also provides access to proven educational knowledge about the subject and will support those wanting to attain personal goals in this area. Learning Objectives Learn the fundamental skills you require to be an expert Explore different techniques used by professionals Find out the relevant job skills & knowledge to excel in this profession Get a clear understanding of the job market and current demand Update your skills and fill any knowledge gap to compete in the relevant industry CPD accreditation for proof of acquired skills and knowledge Who is this Course for? Whether you are a beginner or an existing practitioner, our CPD accredited Property Development and Management Bundle is perfect for you to gain extensive knowledge about different aspects of the relevant industry to hone your skill further. It is also great for working professionals who have acquired practical experience but require theoretical knowledge with a credential to support their skill, as we offer CPD accredited certification to boost up your resume and promotion prospects. Entry Requirement Anyone interested in learning more about this subject should take this Property Development and Management Bundle. This course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. The course is open to students from any academic background, as there is no prerequisites to enrol on this course. The course materials are accessible from an internet enabled device at anytime of the day. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path The Property Development and Management Bundle will help you to enhance your knowledge and skill in this sector. After accomplishing this course, you will enrich and improve yourself and brighten up your career in the relevant job market. Course Curriculum Course 01: Property Management Introduction to Property Management 00:13:00 The Role and Responsibilities of a Property Manager 00:12:00 Listing Properties and Marketing 00:25:00 The Letting Process and Tenancy Agreement 00:31:00 The Property Management Process 00:33:00 Keeping Tenants Long Term 00:12:00 Regulations of Property Management 00:13:00 Changes in the UK Property Market: An Opportunity 00:13:00 Course 02: Estate Agent Diploma Module 1 - Estate Agent: An Introduction 00:21:00 Module 2 - Different Types of Estate Agents 00:16:00 Module 3 - Getting Started on the Job 00:16:00 Module 4 - Listing Property: Finding the Sellers 00:24:00 Module 5 - Valuation Process 00:21:00 Module 6 - Negotiating As an Estate Agent 00:13:00 Module 7 - Selling Property: Finding the Buyers 00:23:00 Module 8 - Letting Property 00:31:00 Module 9 - Technology for Estate Agents 00:22:00 Module 10 - Regulation of Estate Agents 00:14:00 Course 03: Real Estate Investment Training Introduction Introduction Super Real Estate Investing 00:11:00 Why Real Estate Continues to Be the Best Investment for Most People 00:13:00 Getting Amazing Deals On Properties How to buy houses for super cheap 00:21:00 How to use direct marketing to reach motivated sellers 00:16:00 How To Finance Real Estate Deals Secrets to financing all kinds of deals 00:17:00 Understanding Hard Money 00:07:00 More Hard Money Examples 00:11:00 How To Execute Effective Exit Strategies The best exit strategies in real estate 00:14:00 Secrets to wholesaling properties to other investors 00:14:00 Secrets to rehabbing the property and maximizing profit 00:07:00 Making Money With Tax Lien Certificates And Deeds Secrets to buying tax lien certificates and tax deeds 00:09:00 Building Wealth And Passive Income Through Rental Properties Buying and renting for maximum passive income 00:16:00 REI Secrets, Tips, and Tricks 00:13:00 More REI Secrets, Tips, and Tricks 00:11:00 Even more REI Secrets, Tips, and Tricks 00:09:00 Conclusion Conclusion Super Real Estate 00:06:00 Course 04: Property Developer Course Property Developer Background 00:30:00 The Basics 00:30:00 Housebuilders 00:30:00 Commercial Developers 00:30:00 The Development Process 00:30:00 Doing the Sums Introduction 00:30:00 Doing the Sums Residual Land Value Analysis 00:30:00 Conclusion 00:15:00 Property Development What is Property Development? 00:05:00 The Players in the Property Market 00:05:00 The Risks of Property Development 00:05:00 The Stages of a Property Development 00:05:00 Site Identification and Acquisition 00:05:00 Property Management 00:05:00 Property Management Selecting The Best Properties 00:05:00 Leasing Instead Of Selling 00:05:00 Buyers Interest 00:05:00 Be Zone Conscious 00:05:00 Home Loans 00:15:00 Knowing When You're Ready To Buy 00:15:00 Is Your Lake Home For Sale? 01:00:00 Living The Waterfront Lifestyle Every Day 00:05:00 How To Locate Waterfront Property Rentals 00:05:00 Real Estate Front 00:05:00 How To Maintain Waterfront Property 00:05:00 All About Real Estate Clients 00:05:00 Real Estate Evaluation 00:05:00 Are You Ready To Buy Your First Property? 00:05:00 Finding The Actual Real Estate For Sale 00:05:00 Home Shopping: The Smart Way 00:05:00 How Much Land Do You Need? 00:05:00 Real Estate Investments 00:05:00 Manufacturing Real Estate Numbers 00:05:00 Waterfront Real Estate 00:05:00 Purchasing A Home Beside A Lake 00:05:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

Duration 2 Days 12 CPD hours This course is intended for Audience: Data Scientists, Software Developers, IT Architects, and Technical Managers. Participants should have the general knowledge of statistics and programming Also familiar with Python Overview ? NumPy, pandas, Matplotlib, scikit-learn ? Python REPLs ? Jupyter Notebooks ? Data analytics life-cycle phases ? Data repairing and normalizing ? Data aggregation and grouping ? Data visualization ? Data science algorithms for supervised and unsupervised machine learning Covers theoretical and technical aspects of using Python in Applied Data Science projects and Data Logistics use cases. Python for Data Science ? Using Modules ? Listing Methods in a Module ? Creating Your Own Modules ? List Comprehension ? Dictionary Comprehension ? String Comprehension ? Python 2 vs Python 3 ? Sets (Python 3+) ? Python Idioms ? Python Data Science ?Ecosystem? ? NumPy ? NumPy Arrays ? NumPy Idioms ? pandas ? Data Wrangling with pandas' DataFrame ? SciPy ? Scikit-learn ? SciPy or scikit-learn? ? Matplotlib ? Python vs R ? Python on Apache Spark ? Python Dev Tools and REPLs ? Anaconda ? IPython ? Visual Studio Code ? Jupyter ? Jupyter Basic Commands ? Summary Applied Data Science ? What is Data Science? ? Data Science Ecosystem ? Data Mining vs. Data Science ? Business Analytics vs. Data Science ? Data Science, Machine Learning, AI? ? Who is a Data Scientist? ? Data Science Skill Sets Venn Diagram ? Data Scientists at Work ? Examples of Data Science Projects ? An Example of a Data Product ? Applied Data Science at Google ? Data Science Gotchas ? Summary Data Analytics Life-cycle Phases ? Big Data Analytics Pipeline ? Data Discovery Phase ? Data Harvesting Phase ? Data Priming Phase ? Data Logistics and Data Governance ? Exploratory Data Analysis ? Model Planning Phase ? Model Building Phase ? Communicating the Results ? Production Roll-out ? Summary Repairing and Normalizing Data ? Repairing and Normalizing Data ? Dealing with the Missing Data ? Sample Data Set ? Getting Info on Null Data ? Dropping a Column ? Interpolating Missing Data in pandas ? Replacing the Missing Values with the Mean Value ? Scaling (Normalizing) the Data ? Data Preprocessing with scikit-learn ? Scaling with the scale() Function ? The MinMaxScaler Object ? Summary Descriptive Statistics Computing Features in Python ? Descriptive Statistics ? Non-uniformity of a Probability Distribution ? Using NumPy for Calculating Descriptive Statistics Measures ? Finding Min and Max in NumPy ? Using pandas for Calculating Descriptive Statistics Measures ? Correlation ? Regression and Correlation ? Covariance ? Getting Pairwise Correlation and Covariance Measures ? Finding Min and Max in pandas DataFrame ? Summary Data Aggregation and Grouping ? Data Aggregation and Grouping ? Sample Data Set ? The pandas.core.groupby.SeriesGroupBy Object ? Grouping by Two or More Columns ? Emulating the SQL's WHERE Clause ? The Pivot Tables ? Cross-Tabulation ? Summary Data Visualization with matplotlib ? Data Visualization ? What is matplotlib? ? Getting Started with matplotlib ? The Plotting Window ? The Figure Options ? The matplotlib.pyplot.plot() Function ? The matplotlib.pyplot.bar() Function ? The matplotlib.pyplot.pie () Function ? Subplots ? Using the matplotlib.gridspec.GridSpec Object ? The matplotlib.pyplot.subplot() Function ? Hands-on Exercise ? Figures ? Saving Figures to File ? Visualization with pandas ? Working with matplotlib in Jupyter Notebooks ? Summary Data Science and ML Algorithms in scikit-learn ? Data Science, Machine Learning, AI? ? Types of Machine Learning ? Terminology: Features and Observations ? Continuous and Categorical Features (Variables) ? Terminology: Axis ? The scikit-learn Package ? scikit-learn Estimators ? Models, Estimators, and Predictors ? Common Distance Metrics ? The Euclidean Metric ? The LIBSVM format ? Scaling of the Features ? The Curse of Dimensionality ? Supervised vs Unsupervised Machine Learning ? Supervised Machine Learning Algorithms ? Unsupervised Machine Learning Algorithms ? Choose the Right Algorithm ? Life-cycles of Machine Learning Development ? Data Split for Training and Test Data Sets ? Data Splitting in scikit-learn ? Hands-on Exercise ? Classification Examples ? Classifying with k-Nearest Neighbors (SL) ? k-Nearest Neighbors Algorithm ? k-Nearest Neighbors Algorithm ? The Error Rate ? Hands-on Exercise ? Dimensionality Reduction ? The Advantages of Dimensionality Reduction ? Principal component analysis (PCA) ? Hands-on Exercise ? Data Blending ? Decision Trees (SL) ? Decision Tree Terminology ? Decision Tree Classification in Context of Information Theory ? Information Entropy Defined ? The Shannon Entropy Formula ? The Simplified Decision Tree Algorithm ? Using Decision Trees ? Random Forests ? SVM ? Naive Bayes Classifier (SL) ? Naive Bayesian Probabilistic Model in a Nutshell ? Bayes Formula ? Classification of Documents with Naive Bayes ? Unsupervised Learning Type: Clustering ? Clustering Examples ? k-Means Clustering (UL) ? k-Means Clustering in a Nutshell ? k-Means Characteristics ? Regression Analysis ? Simple Linear Regression Model ? Linear vs Non-Linear Regression ? Linear Regression Illustration ? Major Underlying Assumptions for Regression Analysis ? Least-Squares Method (LSM) ? Locally Weighted Linear Regression ? Regression Models in Excel ? Multiple Regression Analysis ? Logistic Regression ? Regression vs Classification ? Time-Series Analysis ? Decomposing Time-Series ? Summary Lab Exercises Lab 1 - Learning the Lab Environment Lab 2 - Using Jupyter Notebook Lab 3 - Repairing and Normalizing Data Lab 4 - Computing Descriptive Statistics Lab 5 - Data Grouping and Aggregation Lab 6 - Data Visualization with matplotlib Lab 7 - Data Splitting Lab 8 - k-Nearest Neighbors Algorithm Lab 9 - The k-means Algorithm Lab 10 - The Random Forest Algorithm

Beauty therapy has been proven to improve a person's mood since it can help them relax and feel more confident. Learning to provide makeup and nail services such as manicure, pedicure, threading, and even eyelash extension services need proper training. Anyone who is interested to become a nail technician, makeup artist, or beauty experience will learn a lot through this Professional Diploma in Makeup and Nail Technician. You will be equipped with various skills useful for the profession you want to pursue after taking this course. Course Highlights The price is for the whole course including final exam - no hidden fees Accredited Certificate upon successful completion at an additional cost Efficient exam system with instant results Track progress within own personal learning portal 24/7 customer support via live chat Professional Diploma in Makeup and Nail Technician has been given CPD accreditation and is one of the best-selling courses available to students worldwide. This valuable course is suitable for anyone interested in working in this sector or who simply wants to learn more about the topic. If you're an individual looking to excel within this field then Professional Diploma in Makeup and Nail Technician is for you. We've taken this comprehensive course and broken it down into several manageable modules which we believe will assist you to easily grasp each concept - from the fundamental to the most advanced aspects of the course. It really is a sure pathway to success. All our courses offer 12 months access and are designed to be studied at your own pace so you can take as much or as little time as you need to complete and gain the full CPD accredited qualification. And, there are no hidden fees or exam charges. We pride ourselves on having friendly and experienced instructors who provide full weekday support and are ready to help with any of your queries. So, if you need help, just drop them an email and await a speedy response. Furthermore, you can check the validity of your qualification and verify your certification on our website at anytime. So, why not improve your chances of gaining professional skills and better earning potential. Assessment and Certification At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. After you have successfully passed the final exam, you will be able to order an Accredited Certificate of Achievement at an additional cost of £19 for a PDF copy and £29 for an original print copy sent to you by post or for both £39. Career Path Not only does our CPD and CiQ accredited course look good on your CV, setting you apart from the competition, it can be used as a stepping stone to greater things. Further advance your learning, launch a new career or reinvigorate an existing one. On successful completion of this course, you have the potential to achieve an estimated salary of £20,000. The sky really is the limit. Course Curriculum Cosmetics and Makeup What is a Cosmetic? 00:15:00 Cosmetics - From Tradition to Modernity 00:15:00 Equipment - Makeup Kits 00:15:00 Skin 00:30:00 Face 00:30:00 Lips 00:30:00 Eyes 00:30:00 Ten-Step Guide to Perfect Makeup 00:30:00 Special Makeup Applications 00:30:00 Essential Equipment for the Professional 00:15:00 Advanced Makeup Applications 00:15:00 Acne Treatment Acne Treatment 01:00:00 Myths About Acne 01:00:00 The Acne Diet 01:00:00 Vitamins and Natural Ingested Acne Cures 01:00:00 Aromatherapy For Acne Treatment 01:00:00 Acne Treatments In Your Refrigerator 01:00:00 Acne Cures In Your Medicine Cabinet 01:00:00 Store Bought Topical Solutions 01:00:00 Acne Skin Care Regimen 01:00:00 Make up with Acne 01:00:00 Tetracycline 00:30:00 Light Therapy 01:00:00 Dermabrasion and Laser Therapy 00:30:00 Things Not To Do About Acne 00:30:00 Things To Do About Acne 01:00:00 Nail Designing & Manicure Introduction to Nail Technology 00:30:00 The Nail Salon Basics 00:30:00 The Anatomy of the Skin 00:15:00 The Anatomy of the Nail 00:15:00 Nail Diseases & Disorders 00:15:00 The Manicuring Process 00:30:00 Manicure Tools and Equipment 01:00:00 How to Do Nail Art 01:00:00 Create a Marble Nail Effect Using Water 00:30:00 Galaxy Nail Art 00:15:00 Ombre Nails 00:30:00 The Process of Performing a Pedicure 00:30:00 Scrub Pedicure 00:15:00 Hydration Pedicure 00:15:00 Aromatherapy Pedicure 00:30:00 Gel Manicures and Pedicures 01:00:00 Acrylic Nail/Tip Application Process 00:30:00 Acrylic Powders 00:15:00 Professional Nail Tips 00:15:00 Nail Care Products 00:30:00 Trouble shooting acrylic nails 00:15:00 Your Skills 00:30:00 Client Consultation and Aftercare 00:15:00 Infection Control and Hygiene 00:15:00 Health, Hygiene & Safety 01:00:00 Salon Safety 00:15:00 How to Create a Successful Nail Technician Business 01:00:00 Business Plan 00:30:00 Clients 01:00:00 Marketing 01:00:00 How to Start a Nail Salon Business 00:30:00 Nail Salon Professionalism 00:30:00 Ways to Increase Your Profit 00:30:00 Mock Exam Mock Exam - Professional Diploma in Makeup and Nail Technician 00:30:00 Final Exam Final Exam- Professional Diploma in Makeup and Nail Technician 00:30:00

Designing a garden requires a professional garden designer who can provide good design and know how to maintain these aesthetics. This course can assure that you will be skilled in knowing gardening design methods after taking it. If you want to become a professional garden designer or landscape artist then this Level 3 Diploma in Garden Design and Maintenance is perfect for you. You will learn to improve your skills in design and organizing the landscape of your client's garden to reach their high expectations. Course Highlights The price is for the whole course including final exam - no hidden fees Accredited Certificate upon successful completion at an additional cost Efficient exam system with instant results Track progress within own personal learning portal 24/7 customer support via live chat Level 3 Diploma in Garden Design and Maintenance has been given CPD accreditation and is one of the best-selling courses available to students worldwide. This valuable course is suitable for anyone interested in working in this sector or who simply wants to learn more about the topic. If you're an individual looking to excel within this field then Level 3 Diploma in Garden Design and Maintenance is for you. We've taken this comprehensive course and broken it down into several manageable modules which we believe will assist you to easily grasp each concept - from the fundamental to the most advanced aspects of the course. It really is a sure pathway to success. All our courses offer 12 months access and are designed to be studied at your own pace so you can take as much or as little time as you need to complete and gain the full CPD accredited qualification. And, there are no hidden fees or exam charges. We pride ourselves on having friendly and experienced instructors who provide full weekday support and are ready to help with any of your queries. So, if you need help, just drop them an email and await a speedy response. Furthermore, you can check the validity of your qualification and verify your certification on our website at anytime. So, why not improve your chances of gaining professional skills and better earning potential. Assessment and Certification At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. After you have successfully passed the final exam, you will be able to order an Accredited Certificate of Achievement at an additional cost of £19 for a PDF copy and £29 for an original print copy sent to you by post or for both £39. Career Path Not only does our CPD and CiQ accredited course look good on your CV, setting you apart from the competition, it can be used as a stepping stone to greater things. Further advance your learning, launch a new career or reinvigorate an existing one. On successful completion of this course, you have the potential to achieve an estimated salary of £20,000. The sky really is the limit. Course Curriculum Module 1: Gardening Basics Organic Gardening Basics 00:30:00 Having a Plan 00:30:00 Having the Right Tools 01:00:00 Making your Own Mulch 01:00:00 Natural Pest Control 00:30:00 Organic Fertilizer 01:00:00 Planting 01:00:00 Harvesting 01:00:00 What To Avoid 00:30:00 Benefits of Organic Gardening 01:00:00 Module 2: Organic Gardening Why Garden Organically? 01:00:00 Planning Your Organic Vegetable Garden 00:30:00 Growing Your Organic Vegetable Garden 00:30:00 Why Grow an Organic Herb Garden? 00:30:00 Growing an Organic Herb Garden 00:30:00 You Have Organically Grown Herbs, Now What? 01:00:00 Organic Garden Fertilizers 00:30:00 Organic Gardening Compost 00:30:00 Why Use Organic Pest Control? 01:00:00 How to Control Garden Pests Organically 00:30:00 How to Bring Your Organic Plants Indoors; for Easy Year Round Growth 00:30:00 Organic Container Gardening 01:00:00 Organic Hydroponic Gardening 00:30:00 Module 3: Attracting Butterflies WHY SHOULD YOU ATTRACT BUTTERFLIES? 01:00:00 A BUTTERFLY'S LIFE 01:00:00 PLANNING YOUR BUTTERFLY GARDEN 01:00:00 PLANTS TO ATTRACT BUTTERFLIES 01:00:00 Module 4: Garden Maintenance How to Take Care of your Garden 00:15:00 Beginning Garden Care for the New Homeowner 00:30:00 At Home Remedies for Garden Care 00:30:00 Common Garden Problems And Easy Garden Care Solutions 00:15:00 Dogs Beware: Garden Care for the Dog Friendly Home 00:30:00 Garden Care for all Flower and Vegetable Life 00:30:00 Garden Care for the New Neighbor 00:15:00 Garden Care in All Seasons 00:30:00 What to Look for in Plant Selection 00:15:00 Herb Garden Care: Types, Tricks and Tips for Success 00:30:00 How Not to Care for your Garden: Common Garden Care Mistakes to Avoid 00:15:00 How to Choose and Maintain Annuals 00:30:00 How to Make your Seedlings Grow 00:30:00 How to Make Garden Care a Fun Filled Family Activity 00:15:00 Winter Garden Care 00:30:00 Garden Care for All Corners of Your Yard 00:15:00 Must Have Garden Tools for the Proper Garden Care Year Round 01:00:00 Preparing for a Garden 00:30:00 Proper Care to Garden 00:15:00 So, You Want to Start a Garden? Garden Care 00:30:00 The Best Conditions and Home Remedy Secrets to Rose Garden Care 00:30:00 The Different Kinds of Plant Gardens and How to Care for Each Type 00:15:00 What Type of Garden are you Destined to Have? 00:30:00 Top Nine Garden Care Tips from the Experts 00:15:00 Mock Exam Mock Exam - Level 3 Diploma in Garden Design and Maintenance 00:30:00 Final Exam Final Exam - Level 3 Diploma in Garden Design and Maintenance 00:30:00

CeMAP: CeMAP Mortgage Advice Training Are you aiming to gain professional mortgage advice and services? This Certificate in CeMAP: Mortgage Advisor Course is a leading qualification for aspiring mortgage advisors in the UK. This CeMAP: Mortgage Advisor Course provides comprehensive training on mortgage law, practice, and regulation. Also, this CeMAP: Mortgage Advisor Course covers essential topics like mortgage products, repayment methods, and client advising. Through this CeMAP: Mortgage Advisor Course, you will also learn real wold scenario and application process. Additionally, this CeMAP: Mortgage Advisor Course includes market analysis, interest ratesand planning consent. This CeMAP: Mortgage Advisor Course is perfect for preparing for exams and gaining confidence in this field. Without further delay, join our CeMAP: Mortgage Advisor Course for all the updated information about the overall mortgage market and its dynamics. Learning outcome of CeMAP: CeMAP Mortgage Advice Course This CeMAP: CeMAP Mortgage Advice Course will provide knowledge on: Overview of financial services and CeMAP. This CeMAP: CeMAP Mortgage Advice Course provides foundations of financial regulation and mortgage advice. Also, this CeMAP: CeMAP Mortgage Advice Course explains real-world scenarios and the mortgage application process. Services, products, and market analysis for mortgages are involved in this CeMAP: CeMAP Mortgage Advice Course. Planning consent, legal frameworks, and ethical behaviour are lessons of this CeMAP: CeMAP Mortgage Advice Course. This CeMAP: CeMAP Mortgage Advice Course teaches financing options, interest rates, and optimal procedures. This CeMAP: CeMAP Mortgage Advice Course gives you the chance to utilise financial information in specific situations. Market dynamics, policy, and mortgage law are also included in this CeMAP: CeMAP Mortgage Advice Course. Main Course: CeMAP Mortgage Advice Training Free Courses are including with this CeMAP: CeMAP Mortgage Advice Training Along with The CeMAP: CeMAP Mortgage Advice Training Course, We Offer a free Sage 50 Accounting Course Along with The CeMAP: CeMAP Mortgage Advice Training Course, We Offer a free Residential Letting, Property Management With Estate Agent - CPD Certified Course Special Offers of this CeMAP: CeMAP Mortgage Advice Training Course This CeMAP: CeMAP Mortgage Advice Training Course includes a FREE PDF Certificate. Lifetime access to this CeMAP: CeMAP Mortgage Advice Training Course Instant access to this CeMAP: CeMAP Mortgage Advice Training Course Get FREE Tutor Support to this CeMAP: CeMAP Mortgage Advice Training Course CeMAP: CeMAP Mortgage Advice Training Unlock your potential with our CeMAP: CeMAP Mortgage Advice Training Course, the premier qualification for UK mortgage advisors. This comprehensive training covers mortgage law, practice, and regulation, ensuring you're well-versed in all aspects of mortgage advising. Learn about mortgage products, repayment methods, and effective client advising, with real-world scenarios and application processes included. Our CeMAP: CeMAP Mortgage Advice Training Course also delves into market analysis, interest rates, and planning consent, equipping you with the knowledge needed to excel. Perfect for exam preparation and building confidence, join our CCeMAP: CeMAP Mortgage Advice Training Course today and stay ahead in the dynamic mortgage market. Who is this course for? CeMAP: CeMAP Mortgage Advice Training This CeMAP: CeMAP Mortgage Advice Training Course is for aspiring mortgage advisors, financial consultants, and brokers seeking FCA-recognised certification to offer regulated advice. Requirements CeMAP: CeMAP Mortgage Advice Training To enrol in this CeMAP: CeMAP Mortgage Advice Training Course, students must fulfil the following requirements. To join in our CeMAP: CeMAP Mortgage Advice Training Course you must have a strong command of the English language. To successfully complete our CeMAP: CeMAP Mortgage Advice Training Course, you must be vivacious and self driven. To complete our CeMAP: CeMAP Mortgage Advice Training Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this CeMAP: CeMAP Mortgage Advice Training Course. Career path CeMAP: CeMAP Mortgage Advice Training CeMAP: CeMAP Mortgage Advice Training Course certification opens career paths as mortgage advisors, financial consultants, and brokers, enhancing opportunities in banking and financial services.

Social Worker: Social Work Diploma Help others to live a better life! - enrol our Social Worker: Social Work Diploma course to work with all types of vulnerable people, groups, and communities. Do you want to advance your career or do you want to enhance your present skills as a Social Worker? You might be able to do so by taking our special Social Worker: Social Work Diploma course. Increase your knowledge with top-notch training; take the Social Worker: Social Work Diploma course for an excellent training opportunity. With the help of the Social Worker: Social Work Diploma course, you may learn from professionals in the field and swiftly arm yourself with the precise knowledge and abilities you need to succeed in your chosen profession. A Social Worker: Social Work Diploma can help you comprehend how to address significant social challenges and their regional effects on particular people, families, and communities. Social Worker: Social Work Diploma helps you to develop In order to help others attain their full potential. You will swiftly acquire the information required to promote change with this Social Worker: Social Work Diploma course. The foundations of social work, sociological ideas, and the value of collaboration and teamwork will all be covered in this Social Worker: Social Work Diploma course. Also, students in this Social Worker: Social Work Diploma course learn how to tackle a situation according to the ages of persons involved. Your goals can be achieved with the support of this Social Worker: Social Work Diploma course, which will also get you ready for a rewarding profession. Join our Social Worker: Social Work Diploma course today and get ready to excel! Main Course: Social Worker: Social Work Diploma Free Courses are including with this Social Worker: Social Worker Diploma Course Along with The Social Worker: Social Worker Diploma Course, We Offer a free Youth Work Diploma Course Along with The Social Worker: Social Worker Diploma Course, We Offer a free Level 3 Health and Social Care Course Special Offers of this Social Worker: Social Worker Diploma Course This Social Worker: Social Worker Diploma Course includes a FREE PDF Certificate. Lifetime access to this Social Worker: Social Worker Diploma Course Instant access to this Social Worker: Social Worker Diploma Course Get FREE Tutor Support to this Social Worker: Social Worker Diploma Course Social Worker: Social Work Diploma Social Worker: Social workers work to raise the standard of living for people they serve. They address broad social issues and how they affect people locally—as individuals, as families, and as communities. Social workers find ways to help others realize their full potential and act as change agents in society as well as in the lives of the people, families, and communities they serve. You will gain the knowledge necessary to promote change quickly with this Social Worker: Social Worker course. Who is this course for? Social Worker: Social Work Diploma This Social Worker: Social Work Diploma course is appropriate for everyone from students to job seekers. Requirements Social Worker: Social Work Diploma To enrol in this Social Worker: Social Worker Diploma Course, students must fulfil the following requirements. To join in our Social Worker: Social Worker Diploma Course, you must have a strong command of the English language. To successfully complete our Social Worker: Social Worker Diploma Course, you must be vivacious and self driven. To complete our Social Worker: Social Worker Diploma Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Social Worker: Social Worker Diploma Course. Career path Social Worker: Social Work Diploma You can advance in your career and get employment in the relevant industry with the help of this Social Worker: Social Work Diploma course.

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