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Duration 3 Days 18 CPD hours This course is intended for This course is aimed at anyone who wants to harness the power of data analytics in their organization including: Business Analysts, Data Analysts, Reporting and BI professionals Analytics professionals and Data Scientists who would like to learn Python Overview This course teaches delegates with no prior programming or data analytics experience how to perform data manipulation, data analysis and data visualization in Python. Mastery of these techniques and how to apply them to business problems will allow delegates to immediately add value in their workplace by extracting valuable insight from company data to allow better, data-driven decisions. Outcome: After attending this course, delegates will: Be able to write effective Python code Know how to access their data from a variety of sources using Python Know how to identify and fix data quality using Python Know how to manipulate data to create analysis ready data Know how to analyze and visualize data to drive data driven decisioning across your organization Becoming a world class data analytics practitioner requires mastery of the most sophisticated data analytics tools. These programming languages are some of the most powerful and flexible tools in the data analytics toolkit. From business questions to data analytics, and beyond For data analytics tasks to affect business decisions they must be driven by a business question. This section will formally outline how to move an analytics project through key phases of development from business question to business solution. Delegates will be able: to describe and understand the general analytics process. to describe and understand the different types of analytics can be used to derive data driven solutions to business to apply that knowledge to their business context Basic Python Programming Conventions This section will cover the basics of writing R programs. Topics covered will include: What is Python? Using Anaconda Writing Python programs Expressions and objects Functions and arguments Basic Python programming conventions Data Structures in Python This section will look at the basic data structures that Python uses and accessing data in Python. Topics covered will include: Vectors Arrays and matrices Factors Lists Data frames Loading .csv files into Python Connecting to External Data This section will look at loading data from other sources into Python. Topics covered will include: Loading .csv files into a pandas data frame Connecting to and loading data from a database into a panda data frame Data Manipulation in Python This section will look at how Python can be used to perform data manipulation operations to prepare datasets for analytics projects. Topics covered will include: Filtering data Deriving new fields Aggregating data Joining data sources Connecting to external data sources Descriptive Analytics and Basic Reporting in Python This section will explain how Python can be used to perform basic descriptive. Topics covered will include: Summary statistics Grouped summary statistics Using descriptive analytics to assess data quality Using descriptive analytics to created business report Using descriptive analytics to conduct exploratory analysis Statistical Analysis in Python This section will explain how Python can be used to created more interesting statistical analysis. Topics covered will include: Significance tests Correlation Linear regressions Using statistical output to create better business decisions. Data Visualisation in Python This section will explain how Python can be used to create effective charts and visualizations. Topics covered will include: Creating different chart types such as bar charts, box plots, histograms and line plots Formatting charts Best Practices Hints and Tips This section will go through some best practice considerations that should be adopted of you are applying Python in a business context.

You deserve a space to rest and recharge This 3-month supported journey combines live Yoga Nidra meditation sessions, weekly check-ins, and gentle self-care practices designed to nourish your mind, body, and soul. I believe that Yoga Nidra is one of the best meditations for neurodivergent parents. When you're navigating your own unique experiences such as sensory sensitivities, the demands of parenting, and adapting to everyday situations you can end up feeling drained and overwhelmed. Yoga Nidra is a deeply restorative meditation that help you release mental, emotional, and physical stress and tension that you are carrying. It is said that 30 minutes of Yoga Nidra meditation is equivalent to 2-4 hours of sleep! A 3 month programme to reduce overwhelm and increase your energy I believe that Yoga Nidra is one of the best meditations for neurodivergent parents. When you're navigating your own unique experiences such as sensory sensitivities, the demands of parenting, and adapting to everyday situations you can end up feeling drained and overwhelmed. Yoga Nidra is a deeply restorative meditation that help you release mental, emotional, and physical stress and tension that you are carrying. It is said that 30 minutes of Yoga Nidra meditation is equivalent to 2-4 hours of sleep! Yoga Nidra or ‘yogic sleep’ is a form of guided meditation practiced lying down. It is a deeply restorative practice that can help you relax, recharge your energy, and improve your sleep. The practice guides you through specific techniques to help you feel rested and refreshed. Meditation can help with parenting too! Yoga Nidra meditation helps you feel more relaxed and provides a quiet space for you to simply be. That means you can feel more patient, as you won't be carrying as much stress, while going through the ups and downs of parenthood. And create a calmer mental space which will allow you to look after your own needs and continue supporting your whole family. With refreshed energy! That's why I created this Deep Rest programme to help you balance your energy! What's Included? X3 Live Yoga Nidra Sessions 1 monthly online meditation and reflection call via GoogleMeet Audio Meditation: Allowing you to continue with your rest practice between our live sessions Private Telegram Support: Weekly check-ins via messages and/or voice notes Weekly Reflection Prompts: Deepen your experience and track your emotional wellbeing Bonus Lifetime access to my Self-Care Bundle (people usually pay £97 for this): Gentle mindfulness, yoga, and journaling practices that you can return to anytime. This is for you if... You’re a neurodivergent parent or caregiver who feels exhausted by stress and the demands of parenting/caregiving. You’re looking for a for a private meditation experience. You’re ready to explore the transformative practice of Yoga Nidra. This is not for you if: You prefer a group setting. You’re looking for a single session, rather than a sustained, supportive journey of self-care. You’re not able to dedicate time to a deep, personal Yoga Nidra experience paired with ongoing support for lasting impact. Are you ready to increase your energy and create a calmer mind? *Available for wherever you are in the world, except the USA and Canada, due to my insurance.

From beginner to expert, this course will help you advance your career using Microsoft Excel skills.

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Experience the future of geographical analysis with our Machine Learning for Predictive Maps in Python and Leaflet course. Master the unique blend of programming, machine learning, and geographic information systems, all while honing your ability to predict and visualise spatial data in a powerful and effective way. This course offers you an unparalleled understanding of modern map creation, combined with the magic of prediction using machine learning models. Starting from the ground up, you'll be introduced to all the necessary setups and installations. After that, you will be diving into the depth of Django server-side code and front-end application code writing. The heart of the course lies in learning how to automate the machine learning pipeline, leading you to easily create predictive models.  Improve your maps with Leaflet programming, making your predictions accurate and also visually striking. By the end of this course, you will be armed with experience furnished by our comprehensive project source code and assignments, empowering you to drive data-driven decisions and insightful spatial analysis. Join us and map your way to success! Sign up today. Learning Outcomes:Upon completion of the Machine Learning course, you will be able to: Understand how to set up and install relevant software and libraries.Master Django server-side and application front-end code writing.Gain proficiency in the concepts and implementation of Machine Learning.Learn to automate Machine Learning pipelines for efficient workflows.Acquire skills in Leaflet programming for enhanced map visuals.Handle project source code effectively for real-world projects.Apply knowledge practically via assignments and gain experience. Who is this course for?This Machine Learning course is ideal for: Aspiring Data Scientists keen on harnessing geographical data.GIS professionals aiming to integrate Machine Learning into their skill set.Software Developers interested in creating geographically-focused applications.Analysts keen on enhancing their data visualisation skills with mapping. CertificationAfter studying the course materials of the Machine Learning for Predictive Maps in Python and Leaflet course, there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test, you have a range of certification options to choose from. You can claim a CPD Accredited PDF Certificate for £4.99, a CPD Accredited Hardcopy Certificate at £8.00, or you may choose to receive a PDF Transcript for £4.99 or a Hardcopy Transcript for £9.99. Select according to your needs, and we assure timely delivery of your chosen certificate. RequirementsThis professionally designed Machine Learning for Predictive Maps in Python and Leaflet course does not require you to have any prior qualifications or experience. It is open to everyone. You will be able to access the course from anywhere at any time. Just enrol and start learning! Career Path:Our Machine Learning course will help you to pursue a range of career paths, such as: Junior Data Analyst: £25,000 - £35,000 annually.Data Scientist: £40,000 - £60,000 annually.GIS Analyst: £30,000 - £45,000 annually.Geospatial Software Developer: £35,000 - £55,000 annually.Machine Learning Engineer: £50,000 - £80,000 annually.Lead Data Scientist (GIS speciality): £70,000 - £100,000+ annually. Course Curriculum Section 01: Introduction Introduction 00:10:00 Section 02: Setup and Installations Python Installation 00:04:00 Creating a Python Virtual Environment 00:07:00 Installing Django 00:09:00 Installing Visual Studio Code IDE 00:06:00 Installing PostgreSQL Database Server Part 1 00:03:00 Installing PostgreSQL Database Server Part 2 00:09:00 Section 03: Writing the Django Server-Side Code Adding the settings.py Code 00:07:00 Creating a Django Model 00:10:00 Adding the admin.py Code 00:21:00 Section 04: Writing the Application Front-end Code Creating Template Files 00:10:00 Creating Django Views 00:10:00 Creating URL Patterns for the REST API 00:09:00 Adding the index.html code 00:04:00 Adding the layout.html code 00:19:00 Creating our First Map 00:10:00 Adding Markers 00:16:00 Section 05: Machine Learning Installing Jupyter Notebook 00:07:00 Data Pre-processing 00:31:00 Model Selection 00:20:00 Model Evaluation and Building a Prediction Dataset 00:11:00 Section 06: Automating the Machine Learning Pipeline Creating a Django Model 00:04:00 Embedding the Machine Learning Pipeline in the Application 00:42:00 Creating a URL Endpoint for our Prediction Dataset 00:06:00 Section 07: Leaflet Programming Creating Multiple Basemaps 00:09:00 Creating the Marker Layer Group 00:10:00 Creating the Point Layer Group 00:12:00 Creating the Predicted Point Layer Group 00:07:00 Creating the Predicted High Risk Point Layer Group 00:12:00 Creating the Legend 00:09:00 Creating the Prediction Score Legend 00:15:00 Section 08: Project Source Code Resource 00:00:00 Assignment Assignment - Machine Learning for Predictive Maps in Python and Leaflet 00:00:00

All-in-one Package| CPD Certified| 35 Courses Training| 350 CPD Points| Free PDF+ Transcript Certificate| Lifetime Access

Flat Discount: 52% OFF! QLS Endorsed| 40 Courses Diploma| 400 CPD Points| Free PDF+Transcript Certificate| Lifetime Access

Course Overview This comprehensive Data Analytics course provides an in-depth exploration of data analysis, covering the essential principles and techniques used to extract valuable insights from data. Learners will engage with core concepts, such as data mining, statistical analysis, and visualisation, enabling them to make informed decisions and drive business outcomes. By the end of the course, participants will have the skills to analyse and interpret data, apply analytical tools effectively, and present their findings clearly. This course equips learners with the necessary tools to understand and leverage data in various professional settings, adding significant value to their career prospects. Course Description The Data Analytics course covers a wide range of topics, including the fundamentals of data analysis, statistical methods, and various data visualisation techniques. Learners will explore essential tools such as Excel and specialised software, while gaining a deep understanding of how to collect, store, and process data effectively. Emphasis is placed on developing the analytical mindset required to interpret data accurately and draw actionable insights. This course is designed to ensure learners can confidently navigate the world of data analytics and apply their knowledge in diverse industries, enhancing their problem-solving and decision-making abilities. Course Modules Module 01: Introduction to the World of Data Module 02: Basics of Data Analytics Module 03: Statistics for Data Analytics Module 04: Actions Taken in the Data Analysis Process Module 05: Gathering the Right Information Module 06: Storing Data Module 07: Data Mining Module 08: Excel for Data Analytics Module 09: Tools for Data Analytics Module 10: Data-Analytic Thinking Module 11: Data Visualisation That Clearly Describes Insights Module 12: Data Visualisation Tools (See full curriculum) Who is this course for? Individuals seeking to enhance their analytical skills for data-driven decision-making. Professionals aiming to transition into data analytics or enhance their data-related roles. Beginners with an interest in understanding data and its applications across industries. Business professionals seeking to leverage data for strategic growth. Career Path Data Analyst Business Intelligence Analyst Data Scientist Market Research Analyst Operations Analyst Financial Analyst Business Analyst Data Visualisation Specialist

Quality Guarantee: Promising training excellence, satisfaction gurantee Accredited by: CPD UK & Quality License Scheme Tutor Support: Unlimited support via email, till you complete the course Recognised Certification: Accepted by thousands of professional bodies Start Anytime: With 1 year access to the course materials Online Learning: Tutor Support: This popular online course will provide you with a comprehensive understanding of coping skills, the importance of forgiveness, how to attain self-evolution and much more. You will discover the strength within you to overcome challenges and lead a life filled with joy and purpuse. This course at a glance Accredited by CPD UK Endorsed by Quality Licence Scheme Understand assertiveness, faith, and rules related to pain and power. Get to learn and develop coping skills. Learn the importance of forgiveness. Learn to turn your pain into power. Get acquainted with the maladaptive behaviours and reality therapy. Understand how you can self evaluate in your life. Develop the skills and knowledge required to beat stress. Learn the dirty secrets of psychology. Discover the significance of visualisation for mind and body. Why Mental Freedom Course right for you? This mental freedom course online - from pain to power is ideal for those aspiring to acquire in-depth knowledge about gaining mental and emotional control or who are willing to become confident personality developers. This extensive online course will help you gain a deep understanding of the ways to turn your pain into power. You will also understand maladaptive behaviours, reality therapy and the process of beating stress after taking this self-helped online course. By the end of this course, you will learn to convert your pain into your strength and develop more advanced skills by learning coping skills and life strategies. Mental Freedom Course Details Accredited by CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field.   The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Course Curriculum Introduction Meet the Instructor - Goals - Beginning Concepts Meet the Instructor and Goals Beginning Concepts - Key Life Areas Assertiveness - Faith - Rules Moving From Pain to Power Beginning Coping Skills 'Importances' - Forgiveness - Starting Over Growth - Self Evaluation - Letting Go Beating Stress - Guilt & Worry - 'Explanatory Style' Coping Skills and Life Strategies 'Life Is Hard' - Responsibility - 'Dirty Secret Of Psychology' NLP - Visualization - Mind/Body - Sleep Perfectionism - Maladaptive Behaviors - Reality Therapy Fear - Illusion of Weakness - Reframing Still More Coping Skills and Life Strategies Relationship Skills - ProActive - Journaling Secondary Gains - Understanding - Choosing Your Emotions 'Emotional Timer' - Trust - Fairness - ZEN GIGO - Meditation - Escape - Things that Don't Exist Who should take this course? This comprehensive mental freedom course online - from pain to power is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of personal development. Entry Requirements There are no academic entry requirements for this mental freedom course online - from pain to power, and it is open to students of all academic backgrounds. However, you are required to have a laptop/desktop/tablet or smartphone and a good internet connection. Assessment Method This mental freedom course online - from pain to power assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Certification Endorsed Certificate from Quality Licence Scheme After successfully passing the MCQ exam you will be eligible to order the Endorsed Certificate by Quality Licence Scheme. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65. Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35. FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons. When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org

What Will I Learn? How to kick-start a weight loss program in a healthy manner How to choose healthy foods and eliminate toxic foods Learn easy ways to manage stress Identify foods that create inflammation in the body Learn how sugar affects our health How to incorporate self-care and activity into your schedule Visualise your goals to reach success Requirements Be willing to commit to 12 days of healthy habits. This course incorporates daily video lectures, a daily visualisation exercise that helps shift your mindset, and a daily activity that will take a little bit of time to commit to. Description Are you looking for a detox program that isn't a fad diet, crazy pills, or starvation? If you are looking for a whole food, a clean eating program that supports your health as well as your mind and soul then this is the program for you. This program is great for anyone who eats a lot of processed foods and wants to give themselves a clean start or those wanting to learn about a healthy weight loss jump start. Mums, busy business professionals, and those who are on the run and forget to take the time to focus on their own health and well-being are perfect candidates for this class. Ask yourself these questions: Do you have low energy levels? Do you have sugar cravings? Do you battle with weight gain? Do you sleep well or have a poor concentration? Do you eat processed foods and want to clean up your diet? Do you take care of everyone else and forget to take care of yourself? In the next 12 days, you can dissolve your sugar cravings, experience more energy, lose weight in a healthy manner, improve concentration, and improve your quality of sleep. Experience what it is feels like to completely purify your body and cleanse your entire system of stored up toxins that have been weighing you down for years. You will learn: Effective ways to release toxins How to jump start your weight loss How to shop healthy & confidently Incorporating the best superfoods your body can buy How to cleanse without deprivation or hunger How primary foods affect your health Travel tips during your cleanse Motivational techniques & visualizations Everything you consume during your 12-day Detox is designed to give your body the best, most compact sources of nutrition. If you're trying to lose weight, this is the perfect kick-off! You'll recognise the real benefit to this system is cleansing and detoxing with good nutritious whole foods. ..not chemicals or processed foods...just good clean food. This course includes a workbook, recipe book, daily lectures, daily focus activities to keep you on track, and daily visualisations to help shift body and mind. Here is what students are saying about the course: 'Expert Guidance on Detox This course is great in explaining how to improve health with a 12-day detox program. The structure of the course has been well planned - each lesson is presented with great clarity in a concise, right to the point manner and the course progresses in a logical flow (day by day).This course is about as comprehensive as it should be without overwhelming me with too much information. Lisa (the instructor) covers each topic with amazing attention to detail in an engaging tone. Also, working files and external resources are generously provided whenever applicable. What impresses me most are the insights she shares based on her own experience - the practical tips that would save me a lot of time from having to figure it out myself.' Michael In a nutshell, if you're looking to learn how to improve health with a detox program, this course will help you get the job done with minimal fuss. I would love to support you in your health and wellness goals with this 12-day detox - Total Transformation Program. Who is the target audience? Before starting any nutrition program, check with your doctor first. This program is not for you if you are looking for a quick fix or have serious health issues If you want to shift unhealthy habits and learn simple ways to take care of yourself to feel better. Great for those who want to cut processed foods from their diet and learn easy ways to eat healthier Helps those who take care of everyone else and forgets about their own health goals. An easy to follow the program for you if you need a structured, focused program and motivation. Preparation for your Detox Preparation Lecture - How to prepare your kitchen for your 12 Day Detox 00:08:00 Daily Visualization - Getting your mind prepped 00:05:00 Day 1- How to shop for health Your First Day - What to buy for optimum health 00:09:00 Daily Visualization Video 00:05:00 Day 2 - Setting your goals Day 2 Lecture - How to set achievable goals 00:06:00 Day 2 Visualization video 00:05:00 Day 3 - Visualize your success Day 3 Lecture - How Visualization can shift your mindset for success 00:06:00 Day 3 Visualization video 00:04:00 Day 4 - Water...the key to health Day 4 Lecture - How water benefits our health 00:06:00 Day 4 Visualization video 00:04:00 Day 5 - Sunshine and Juicing Day 5 Lecture - Sunshine and Juicing for more energy 00:03:00 Day 5 Visualization video 00:04:00 Day 6 - Using food to decrease hidden inflammation Day 6 Lecture - How hidden inflammation affects our health 00:03:00 Day 6 Visualization video 00:04:00 Day 7 - Move your body! Day 7 Lecture - How exercise benefits our health 00:05:00 Day 7 Visualization video 00:04:00 Day 8 - Dry Brushing Day 8 Lecture - What is Dry Brushing and it's benefits 00:03:00 Day 8 Visualization video 00:04:00 Day 9 - Caffeine Day 9 Lecture - The harmful effects of caffeine 00:03:00 Day 9 Visualization video 00:04:00 Day 10 - Stress and it's harmful effects Day 10 Lecture - How Stress affects our health 00:04:00 Day 10 Visualization video 00:05:00 Day 11 - The addictive drug called Sugar Day 11 Lecture - How Sugar sabotages our health 00:06:00 Day 11 Visualization video 00:04:00 Day 12 - What to do after your detox Day 12 Lecture - Steps to take beyond this program for lasting health 00:02:00 Day 12 Visualization video 00:06:00