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Free Download Udemy - Time-Series Analysis & Regression Forecasting with Python Published 4/2025 Created by eTech School MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Level: All | Genre: eLearning | Language: English | Duration: 71 Lectures ( 5h 45m ) | Size: 2 GB Transform raw data into powerful forecasts with Python-learn time-series modeling, regression, real-world forecasting. What you'll learn Time-series concepts, notations, and use cases. Data loading, preprocessing, and feature engineering using Python. Visualizing time-series data for insights. Forecasting using AR, MA, ARIMA, and SARIMA models. Handling seasonality and trend components in data. Performing train-test splits and model validation correctly. Applying linear regression (simple and multiple) for forecasting. Interpreting regression outputs and evaluating model accuracy. Requirements Basic knowledge of Python (variables, loops, basic functions). Familiarity with basic statistics (mean, median, correlation). Some exposure to pandas, matplotlib, or NumPy is helpful but not mandatory. No prior experience with time-series or regression needed. Description Course Introduction:Forecasting is at the heart of modern data science, powering decision-making across finance, retail, healthcare, and beyond. This comprehensive course is your step-by-step guide to mastering time-series analysis and regression-based forecasting using Python. Whether you're a budding data scientist or an analyst aiming to add predictive analytics to your skillset, this course covers everything from basic notations to advanced models like ARIMA and SARIMA. You'll also learn how to prepare data for machine learning, visualize trends, and validate models like a pro.Through hands-on coding in Python, real-world use cases, and expert-led instruction, you'll gain the confidence to build and deploy forecasting models that actually drive impact.Section 1: Foundations of Time-Series Analysis in PythonStart your journey by understanding the fundamentals of time-series data-what makes it unique and why it matters in data science. You'll set up your environment with Anaconda and Jupyter, then dive into data loading, preprocessing, and feature engineering. You'll also learn how to visualize time-dependent patterns, apply transformations, and use basic statistical techniques like moving averages and exponential smoothing. By the end of this section, you'll be well-prepared for building time-aware models.Section 2: Time-Series Forecasting ModelsIn this section, you'll move from theory to practice with key time-series forecasting models. Starting with naive models, you'll progress to Auto-Regression (AR), Moving Average (MA), and ARIMA. Learn how to split time-series data properly, validate predictions using walk-forward validation, and interpret autocorrelation using ACF and PACF plots. You'll wrap up with SARIMA, an advanced seasonal model, and apply it all in Python through hands-on coding.Section 3: Data Preprocessing for Linear RegressionBefore building regression models, you need clean and meaningful data. This section teaches you the essential preprocessing steps required for high-quality regression modeling. You'll work through exploratory data analysis, outlier detection, missing value imputation, seasonality handling, and correlation analysis. You'll also transform variables, create dummy variables, and prepare your dataset for modeling. Each concept is reinforced with Python demos to solidify your understanding.Section 4: Building & Evaluating Regression ModelsFinally, bring your data to life by building regression models in Python. You'll understand how to apply the Ordinary Least Squares (OLS) method, interpret coefficients, and evaluate model performance using R-Squared, F-statistics, and more. You'll build both simple and multiple linear regression models, including handling categorical variables. This section ensures you're confident not only in model creation but also in explaining the results effectively.Course Conclusion:Congratulations! You've now developed the core skills required to perform both time-series forecasting and regression modeling using Python. From building clean datasets to visualizing trends and predicting future values, you're ready to tackle real-world forecasting challenges in any domain. 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Free Download Udemy - Time Management And Timeboxing In Business, Projects, Agile Published: 4/2025 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 649.66 MB | Duration: 0h 55m Mastering Timeboxing and Time Management: Boosting Productivity and Efficiency in Business, Agile, Projects, Life. What you'll learn Understanding Time Management Setting Clear Goals Planning and Organizing Your Time Overcoming Procrastination Managing Energy, Not Just Time Evaluating and Adjusting Your Time Management Plan Requirements For a better learning experience, we suggest you to use a laptop / mobile phone / pen and paper for taking notes, highlighting important points, and making summaries to reinforce your learning. Description Welcome to course: Time Management and Timeboxing in Business, Projects, Agile by MTF InstituteCourse provided by MTF Institute of Management, Technology and FinanceMTF is the global educational and research institute with HQ at Lisbon, Portugal, focused on business & professional hybrid (on-campus and online) education at areas: Business & Administration, Science & Technology, Banking & Finance. MTF R&D center focused on research activities at areas: Artificial Intelligence, Machine Learning, Data Science, Big Data, WEB3, Blockchain, Cryptocurrency & Digital Assets, Metaverses, Digital Transformation, Fintech, Electronic Commerce, Internet of Things. MTF is the official partner of: IBM, Intel, Microsoft, member of the Portuguese Chamber of Commerce and Industry.MTF is present in 216 countries and has been chosen by more than 740 000 students.Course Authors:Join our new course from globally recognized experts: Barbara Gutsch (15+ years of international experience in banking and finance, incl. 7+ years in Swiss private banking as risk and compliance manager) and Olga Margolin (17+ years in Swiss private banking industry, as top executive and business owner, managing international client relationships).Topic Overview:Time Management:This is the process of planning and controlling how you spend your time. Effective time management enables you to work smarter-not harder-so you get more done in less time, even when time is tight and pressures are high.It involves prioritizing tasks, setting goals, and using strategies to increase productivity.Timeboxing:This is a specific time management technique where you allocate a fixed time period-a "timebox"-to a planned activity.Instead of working on a task until it's finished, you work on it within the set time frame. This helps to create a sense of urgency and focus.It's a way to combat procrastination and ensure that tasks are given adequate, but not excessive, attention.Importance for Companies and Managers:Developing these skills is crucial for both companies and managers for several reasons:Increased Productivity:Effective time management and timeboxing lead to higher productivity by minimizing wasted time and maximizing focused work.For companies, this translates to increased output and efficiency.Improved Efficiency:By prioritizing tasks and allocating time effectively, managers and employees can streamline workflows and reduce unnecessary delays.This helps companies to meet deadlines and achieve their goals more efficiently.Reduced Stress and Burnout:Proper time management helps individuals maintain a healthy work-life balance, reducing stress and the risk of burnout.For companies, this means a happier, healthier, and more engaged workforce.Enhanced Focus and Prioritization:Timeboxing, in particular, encourages focused work by eliminating distractions and promoting single-tasking.This helps managers and employees to prioritize critical tasks and avoid getting bogged down in less important ones.Better Project Management:Time management and timeboxing are essential for effective project management. They help to ensure that projects stay on schedule and within budget.Managers can use these skills to allocate resources effectively and track progress.Improved Decision-Making:When managers have good time management skills, they are less likely to make rushed or impulsive decisions.They can take the time to gather information, analyze options, and make informed choices.Enhanced Team Collaboration:When team members manage their time effectively, it improves collaboration and communication.Timeboxing can also be used to structure meetings and ensure that they stay on track.In essence, time management and timeboxing are not just individual skills; they are essential for organizational success. By fostering these skills, companies and managers can create a more productive, efficient, and sustainable work environment. No special Requirements. 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Free Download Udemy - Time Management Course by Andrea Pulido Published: 3/2025 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 2.09 GB | Duration: 0h 56m Transforming Your Life and Business What you'll learn Master the Art of Prioritization Implement the Pomodoro Method and Distraction-Free Focus Overcome Procrastination and Improve Punctuality Efficient Email and Message Management Weekly and Monthly Planning Work-Life Balance Evaluate and Adjust Your Time Management Strategies Requirements You don't need prior experience or advanced knowledge to take this course. It's designed for anyone who wants to improve their productivity and better organize their time, regardless of their experience level. This course is 100% practical and accessible, so you won't need sophisticated tools or specialized software. All you need is: - A desire to improve your organization and productivity - Access to a computer, tablet, or mobile phone to view the content - A printed workbook, which will guide you and help you apply what you learn If you've ever felt like there's never enough time, this course is for you. Whether you're a student, entrepreneur, professional, or simply someone looking to make the most of your day, this course will provide the tools you need. Just follow the workbook exercises, apply the strategies, and you'll start seeing results from the very first module. Sign up now and start turning your time into your greatest ally! Description Time Management Course: Transforming Your Life and BusinessAre you tired of feeling overwhelmed? 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Implement the Pomodoro Method and Distraction-Free FocusDiscover how this method can help you maintain intense focus with restorative breaks, maximizing each time block for efficient and stress-free work.3. Overcome Procrastination and Improve PunctualityBy addressing the root causes of procrastination and building punctuality habits, you'll experience a significant boost in productivity and reduce the stress of last-minute deadlines.4. Efficient Email and Message ManagementAvoid digital overload by learning to manage emails and messages during dedicated times, allowing you to focus on high-value tasks throughout your day.5. Weekly and Monthly PlanningThis planning method will give you a clear vision of your goals, helping you stay organized and make the most of each week and month without losing sight of your long-term objectives.6. 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Free Download Udemy - Working With Date And Time Functions - Intermediate Excel Published: 3/2025 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 539.00 MB | Duration: 0h 55m Learn Excel's Date and Time Functions to Calculate, Format, and Analyze Time-Based Data Efficiently. What you'll learn Apply custom date formats for clear and professional presentations. Utilize various date and time functions to manage data with precision. Calculate date differences and accurately determine ages. Use WORKDAY and WORKDAY.INTL functions to calculate workdays. Leverage NETWORKDAYS and NETWORKDAYS.INTL to calculate business days. Apply EDATE and EOMONTH to manipulate dates for scheduling and reporting. Requirements Basic computer skills. Familiarity with entering and editing data in cells. Comfortable working with numbers, including fractions and decimals. Access to Microsoft Excel. Description **This course includes downloadable course instructor files and exercise files to work with and follow along.**Welcome to Microsoft Excel Intermediate training! This course will help you enhance your Excel skills by focusing on date and time functions, which are critical tools for anyone working with spreadsheets. You will learn to calculate dates, manage time-based data, and utilize powerful Excel functions like TODAY, WORKDAY, NETWORKDAYS, and many more. Whether you're a beginner looking to strengthen your foundational skills or an experienced user aiming to refine your techniques, this course will give you the knowledge to work efficiently with date-related data.Throughout the lessons, you will explore how Excel stores and handles dates and how you can apply custom date formats to make your spreadsheets look polished and professional. You'll gain practical experience calculating date differences and ages and using advanced functions such as WORKDAY.INTL and NETWORKDAYS.INTL for business-specific calculations.By the end, you'll have the skills to accurately manipulate dates and apply them to real-world business scenarios, ensuring your spreadsheets are functional and visually appealing. This training is perfect for anyone looking to improve their Excel proficiency and use it to its full potential for managing time-sensitive data.You will learn how to:Apply custom date formats for clear and professional presentations.Utilize various date and time functions to manage data with precision.Calculate date differences and accurately determine ages.Use WORKDAY and WORKDAY.INTL functions to calculate workdays.Leverage NETWORKDAYS and NETWORKDAYS.INTL to calculate business days.Apply EDATE and EOMONTH to manipulate dates for scheduling and reporting.This course includes:52 minutes of video tutorials10 individual video lecturesCourse and Exercise Files to follow alongCertificate of completion Overview Section 1: Dates and Time Lecture 1 Course Introduction Lecture 2 WATCH ME: Essential Information for a Successful Training Experience Lecture 3 DOWNLOAD ME: Course Files Lecture 4 DOWNLOAD ME: Exercise Files Lecture 5 Understanding How Dates are Stored in Excel Lecture 6 Applying Custom Date Formats Lecture 7 Using Date and Time Functions Lecture 8 Using the WORKDAY and WORKDAY.INT Functions Lecture 9 Using the NETWORKDAYS and NETWORKDAYS.INT Function Lecture 10 Tabulate Date Differences with the DATEDIF Function Lecture 11 Calculate Dates with EDATE and EOMONTH Lecture 12 Exercise Lecture 13 Course Close Students studying data analysis or teaching Excel basics, as understanding date and time functions is foundational.,Business owners managing tasks, invoices, or project timelines.,Professionals working with dates for financial reporting, deadlines, or historical data analysis will find this invaluable.,Project managers who need to calculate project timelines, due dates, or exclude non-working days like weekends and holidays.,Anyone looking to strengthen their Excel skills and explore functions like WORKDAY, TODAY, and NOW will gain practical knowledge. Homepage: https://www.udemy.com/course/working-with-date-and-time-functions-intermediate-excel/ [b]AusFile[/b] https://ausfile.com/dpu9b0iupa12/sflny.Working.With.Date.And.Time.Functions.Intermediate.Excel.rar.html Rapidgator https://rg.to/file/bf11518031347e86ee4f171769ecaddc/sflny.Working.With.Date.And.Time.Functions.Intermediate.Excel.rar.html Fikper Free Download https://fikper.com/7L95WIc4jG/sflny.Working.With.Date.And.Time.Functions.Intermediate.Excel.rar.html No Password - Links are Interchangeable

Free Download Udemy - Time Management Achieving Better Work Life Balance Published: 3/2025 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 1.55 GB | Duration: 0h 59m Time Management and Self-Management. Balancing Work and Personal Life. Emotional and Professional Burnout. What you'll learn You will grasp the basic principles of time management Gain the ability to balance personal and work life Discover how to effectively manage a to-do list, calendar, and reminders Learn to prevent burnout in yourself and support your team's well-being Master time management implementation in your company or team Develop key principles of effective communication Requirements No prior skills or tools are needed. This time management training is designed for everyone, regardless of age, gender, race, or nationality. Description Time - The Most Valuable and Irreplaceable Resource. Why Do Most People Waste It Thoughtlessly?My name is Anton Kucher. For 10 years, I have been managing an IT company with over 100 employees. In addition to running the company, I launch startups, create courses, and manage social media-all within an 8-9 hour workday, leaving evenings and weekends for my family. At the same time, I find time for sports and travel.In this course, I will share how I manage to balance all of this, providing you with specific time management tools that you can start using today. These methods have been effective not only for me but also for the hundreds of people I have trained.This course is designed for managers, executives, IT specialists, and anyone struggling to balance work and personal life. The principles of time management apply equally to professional and personal tasks.What You Will Gain from This Course:By the end of this course, you will stop overworking, eliminate constant stress, and gain more time for hobbies and loved ones. There will be no unnecessary theory-only practical techniques that I personally use and that work for my team.Course StructureSection 1: Core Principles of Time ManagementMy case: How I joined a company and established time managementWhat to do when tasks exceed available timeHow to handle falling behind on tasksThe 5-Minute Rule"I don't have time for this" - what it really meansHow to plan time when "nothing ever goes as planned"Daily and weekly buffers"What gets measured gets managed" - tracking time effectivelyHow to estimate the time needed for a taskThe downside of multitaskingSection 2: Essential Tools and How to Use ThemBasic vs. actual calendarsCalendar, to-do lists, and remindersManaging email effectivelyWorking with chatsScheduled emails and messagesSection 3: Personal Time Management and BurnoutSeparating work and personal timeManaging personal tasks effectivelyBurnout: Causes and preventionProcrastination: Why it happens and how to overcome itRest as "refilling the well"How to disconnect and recharge during vacationsOverworking: Why it harms both employees and employersWhen overtime is justifiableAutomating and delegating routine tasksMy daily routineSection 4: Implementing Time Management in a Team or CompanyManaging employees' time and setting up time management processesThe "monkeys" article: Types of initiative and the "say what, not how" approachDaily calendar setup: Planned vs. actual schedulesDaily reports and their role in accountabilityAnalyzing time usage and drawing conclusionsIdentifying employees who fail to track tasks and time correctly"I don't know when I can do this" - how to address uncertaintyStep-by-step guide to managing an overwhelmed employee's timeImplementing time management in remote teamsSection 5: Principles of Effective CommunicationTypes of communication based on urgency and complexityEmail management best practicesThe "Contextual Anchoring" technique for effective messagingUnderstanding organizational structure for better communicationSection 6: Final TestThis course will help you optimize your workflow, reduce stress, and create a sustainable work-life balance. 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epub | 7.43 MB | English| Isbn:9780426204381 | Author: Steve Lyons | Year: 2008 Description: Category:Graphic Novels & Comics, DC Comics & Graphic Novels, Science Fiction, Fantasy & Horror Comics & Graphic Novels, Sandman Comics & Graphic Novels, Vertigo Comics AusFile RapidGator https://rapidgator.net/file/76637f2e6fe8c4d37170c17576b7810a/Time.of.Your.Life.rar TurboBit https://turbobit.net/pti5lujyijq9/Time.of.Your.Life.rar.html https://ausfile.com/900csdga33fu/Time.of.Your.Life.rar

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epub | 8.23 MB | English| Isbn:071907682X | Author: Time, Relative # Kim Newman | Year: 2007 Description: Category:Religion, Science & Technology, General & Miscellaneous Religion, History & Philosophy of Science, Religion & Science AusFile RapidGator https://rapidgator.net/file/fc0c2690c59f21431da325d218383809/Time.and.Relative.rar TurboBit https://turbobit.net/8f1phmzt8yo9/Time.and.Relative.rar.html https://ausfile.com/dc57bvjf3ggx/Time.and.Relative.rar

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Free Download Udemy - Time Management with GTD & Time Boxing for Productivity Published: 3/2025 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 4h 18m | Size: 2.2 GB Task Prioritization | Focus Techniques | Scheduling | Stress Reduction | Planning | Productivity Tools | Apps What you'll learn Master practical time management techniques to boost productivity and reduce stress Set and achieve SMART goals while prioritizing tasks using the Eisenhower Matrix and ABC method Apply proven planning tools like GTD (Getting Things Done), Kanban, Pomodoro, and Time Blocking Identify time-wasters and improve daily focus and efficiency Effectively delegate tasks and manage workload without micromanaging Overcome procrastination and apply strategies like "Eat the Frog" to tackle complex tasks Implement stress management, mindfulness, and recovery techniques for better well-being Use modern tools and apps like Trello, Asana, Todoist, and digital calendars for productivity Apply Agile, Scrum, Mind Mapping, and Gantt charts to improve project management and workflow Build personalized action plans to maintain work-life balance and prevent burnout Gain confidence in managing their time both professionally and personally Develop habits and systems that turn routine tasks into engaging and rewarding activities Requirements Basic computer skills for using digital productivity tools and apps Access to a computer, tablet, or smartphone with internet connection Willingness to reflect on personal productivity habits Motivation to improve focus, organization, and planning skills Openness to trying new techniques like GTD, Pomodoro, and Kanban Familiarity with common digital calendars (Google Calendar, Outlook) is helpful but not required Ability to complete homework tasks and apply techniques to real-life situations Desire to reduce stress and procrastination while increasing efficiency Readiness to practice new skills daily and adjust routines Interest in personal growth, productivity, and work-life balance Description Welcome to the Time Management & Productivity Mastery: GTD & Time Boxing course - your complete guide to mastering productivity, organizing your work, and regaining control of your time.In today's fast-paced world, time is your most valuable resource. This course will equip you with proven time management techniques like GTD (Getting Things Done), Time Boxing, SMART goals, Eisenhower Matrix, Pomodoro, and Kanban to help you work smarter, avoid burnout, and eliminate procrastination.Whether you're a professional, leader, entrepreneur, or student - you'll gain step-by-step tools to increase productivity, plan effectively, and prioritize what really matters.Why enroll today?In my Academy, this program costs much more. On Udemy, you get lifetime access - but don't wait! Prices go up, and missing this now means staying stuck in bad habits.Course Program:Class 1: Introduction to Time Management• Foundations of modern time management• Essential tools: To-Do lists, Google Calendar, Outlook• Practical task: Analyze your time usageClass 2: Goals and Priorities• Setting SMART goals• Prioritization techniques: ABC Method, Eisenhower Matrix, 4D Model• Task reallocation and planningClass 3: Planning & Organization• Effective planning strategies• Pomodoro, Kanban, and GTD methods• Weekly planning exerciseClass 4: Time Management & Delegation• Identifying time wasters• Delegation skills and time blocking• Golden Hour technique for peak productivityClass 5: Stress Management & Procrastination• Psychology of procrastination and overcoming it• Mindfulness and recovery techniques• "Eat the Frog" method for tough tasksClass 6: Modern Tools & Techniques• Apps: Trello, Asana, Todoist• Agile, Scrum, Gantt Charts, Mind Mapping• Bullet Journaling for organizationBy the end, you'll have a customized productivity system ready to apply daily, plus tools you can use for life.This is not theory - you'll get practical tasks, real examples, and personal feedback from me, Mike Pritula, an HR expert, productivity coach, and GTD methodology fan with 20 years of experience.Enroll now and stop wasting time! 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