An evening of Shamanic healing, plant medicine and live music to heal and grow. We invite you to attend an evening of shamanic healing, plant medicine and live music to heal and grow. We are excited to share three powerful medicines from the Amazon with you - Rapé, Sananga and Cacao. There will be adequate time for you to sit with the effects of each medicine while we sing and play to guide you on your journey. You are welcome to simply listen and enjoy the ceremony or if you would like to join in and sing, play or dance, you are welcome to! The Plant Medicines Cacao is known as the "food of the gods.” It has been used for centuries in ceremonial settings to open the heart, connect with our inner essence, and clear stagnant emotional energy from the body. Sip on a warm cup of ceremonial Cacao, prepared with intention and love, as it takes you on a journey and guides you back to your heart. Rapé is a powerful shamanic medicine renowned for its purifying and grounding properties. It is snuff made from tobacco and other medicinal or sacred trees which is applied by being blown into each nostril. Our team will offer individual servings of high-quality Rapé, made by indigenous tribes. You will have the opportunity to choose the strength of your dose, allowing you to navigate this sacred medicine at your own pace. The application of Rapé immediately focuses the mind, stops its chattering, and creates space. It helps release emotional, physical, and spiritual illness and eases negativity and confusion, facilitating clarity, alignment, and a profound connection with yourself. Sananga is a traditional Brazilian medicine used for both spiritual and physical healing. Sananga possesses the ability to clear blocked energies, offering emotional, spiritual, and physical release. The plant-based eye drops are said to enhance eyesight and have long been used by indigenous tribes to prevent and treat ocular diseases like glaucoma, cataracts, near-sightedness, and blindness. Sananga is also commonly used to treat skin diseases, infections, arthritis, cancer, and to clear a person of what is called panema - anxiety, depression, bad luck, negative energies and laziness. This powerful plant guides us towards the roots of our challenges and provides guidance on our healing journey. Preparation You are advised to fast (just water) for at least one hour before the ceremony and avoid any heavily processed or fried foods during the day. Please wear comfortable clothing. If you would like to bring a guitar, drum, shaker or other instrument to play, please do. Price The ticket price for this event is on a sliding scale. Please pay what you can afford. Your Facilitator: Melissa is a renowned Sound Healer, Life Coach, Tantric Practitioner, and Psychedelic Retreat Facilitator. With a passion for empowering individuals, Melissa offers transformative one-on-one coaching sessions and leads workshops and retreats in the areas of Self Healing, Sexual Mastery, and Psychedelics. Melissa's background as a Lawyer brings a unique perspective to her approach. She is grounded and non-dogmatic and empowers her clients to balance their beliefs with a healthy amount of critical thinking and discernment. In her work as a retreat leader, Melissa creates safe and supportive environments for individuals to explore the transformational power of Ayahuasca. With her deep love and respect for shamanic traditions, Melissa guides participants through profound inner experiences, facilitating healing, self-discovery, and personal growth. Her commitment to personal and collective transformation have earned her recognition as a leading figure in her respective fields. Her comprehensive approach, combining ancient wisdom with modern techniques, empowers individuals to transcend their limitations, unlock their potential, and live lives of purpose and fulfilment. Find us on social media: @numinity.collective Join our Whatsapp Group for new event updates.
Do you want to master the essential mathematical skills for data science and machine learning? Do you want to learn how to apply statistics and probability to real-world problems and scenarios? If yes, then this course is for you! In this course, you will learn the advanced concepts and techniques of statistics and probability that are widely used in data science and machine learning. You will learn how to describe and analyse data using descriptive statistics, distributions, and probability theory. You will also learn how to perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data. You will gain hands-on experience with practical exercises and projects using Python and R. Learning Outcomes By the end of this course, you will be able to: Apply descriptive statistics, distributions, and probability theory to summarise and visualise data Perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data Use Python and R to implement statistical and machine learning methods Interpret and communicate the results of your analysis using appropriate metrics and visualisations Solve real-world problems and scenarios using statistics and probability Why choose this Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 course for? This course is for anyone who wants to learn the advanced concepts and techniques of statistics and probability for data science and machine learning. This course is suitable for: Data scientists, machine learning engineers, and analysts who want to enhance their skills and knowledge Students and researchers who want to learn the mathematical foundations of data science and machine learning Professionals and managers who want to understand and apply data-driven decision making Hobbyists and enthusiasts who want to explore and learn from data Anyone who loves statistics and probability and wants to challenge themselves Career path Data Scientist (£35,000 - £55,000) Machine Learning Engineer (£40,000 - £60,000) Statistician (£35,000 - £55,000) Data Analyst (£40,000 - £60,000) Business Intelligence Analyst (£45,000 - £65,000) Senior Data Analyst (£50,000 - £70,000) Prerequisites This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £135 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Section 01: Let's get started Welcome! 00:02:00 What will you learn in this course? 00:06:00 How can you get the most out of it? 00:06:00 Section 02: Descriptive statistics Intro 00:03:00 Mean 00:06:00 Median 00:05:00 Mode 00:04:00 Mean or Median? 00:08:00 Skewness 00:08:00 Practice: Skewness 00:01:00 Solution: Skewness 00:03:00 Range & IQR 00:10:00 Sample vs. Population 00:05:00 Variance & Standard deviation 00:11:00 Impact of Scaling & Shifting 00:19:00 Statistical moments 00:06:00 Section 03: Distributions What is a distribution? 00:10:00 Normal distribution 00:09:00 Z-Scores 00:13:00 Practice: Normal distribution 00:04:00 Solution: Normal distribution 00:07:00 Section 04: Probability theory Intro 00:01:00 Probability Basics 00:10:00 Calculating simple Probabilities 00:05:00 Practice: Simple Probabilities 00:01:00 Quick solution: Simple Probabilities 00:01:00 Detailed solution: Simple Probabilities 00:06:00 Rule of addition 00:13:00 Practice: Rule of addition 00:02:00 Quick solution: Rule of addition 00:01:00 Detailed solution: Rule of addition 00:07:00 Rule of multiplication 00:11:00 Practice: Rule of multiplication 00:01:00 Solution: Rule of multiplication 00:03:00 Bayes Theorem 00:10:00 Bayes Theorem - Practical example 00:07:00 Expected value 00:11:00 Practice: Expected value 00:01:00 Solution: Expected value 00:03:00 Law of Large Numbers 00:08:00 Central Limit Theorem - Theory 00:10:00 Central Limit Theorem - Intuition 00:08:00 Central Limit Theorem - Challenge 00:11:00 Central Limit Theorem - Exercise 00:02:00 Central Limit Theorem - Solution 00:14:00 Binomial distribution 00:16:00 Poisson distribution 00:17:00 Real life problems 00:15:00 Section 05: Hypothesis testing Intro 00:01:00 What is a hypothesis? 00:19:00 Significance level and p-value 00:06:00 Type I and Type II errors 00:05:00 Confidence intervals and margin of error 00:15:00 Excursion: Calculating sample size & power 00:11:00 Performing the hypothesis test 00:20:00 Practice: Hypothesis test 00:01:00 Solution: Hypothesis test 00:06:00 T-test and t-distribution 00:13:00 Proportion testing 00:10:00 Important p-z pairs 00:08:00 Section 06: Regressions Intro 00:02:00 Linear Regression 00:11:00 Correlation coefficient 00:10:00 Practice: Correlation 00:02:00 Solution: Correlation 00:08:00 Practice: Linear Regression 00:01:00 Solution: Linear Regression 00:07:00 Residual, MSE & MAE 00:08:00 Practice: MSE & MAE 00:01:00 Solution: MSE & MAE 00:03:00 Coefficient of determination 00:12:00 Root Mean Square Error 00:06:00 Practice: RMSE 00:01:00 Solution: RMSE 00:02:00 Section 07: Advanced regression & machine learning algorithms Multiple Linear Regression 00:16:00 Overfitting 00:05:00 Polynomial Regression 00:13:00 Logistic Regression 00:09:00 Decision Trees 00:21:00 Regression Trees 00:14:00 Random Forests 00:13:00 Dealing with missing data 00:10:00 Section 08: ANOVA (Analysis of Variance) ANOVA - Basics & Assumptions 00:06:00 One-way ANOVA 00:12:00 F-Distribution 00:10:00 Two-way ANOVA - Sum of Squares 00:16:00 Two-way ANOVA - F-ratio & conclusions 00:11:00 Section 09: Wrap up Wrap up 00:01:00 Assignment Assignment - Statistics & Probability for Data Science & Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00
Welcome to the Bootcamp course. You will obtain a firm understanding of machine learning with this course. By doing so, you will be able to develop machine learning solutions for various challenges you might encounter and be prepared to start using machine learning at work or in technical interviews.
Experience Inner Transformation at Our Autumnal Retreat | Cacao, Yoga, Meditation, holistic therapies & Hypnotherapy Discover the ultimate escape with our Autumnal Retreat, designed to rejuvenate your mind, body, and spirit. Join us for a day of grounding yoga, guided meditations, and transformative hypnotherapy sessions focused on self-discovery and personal growth. Set against the serene backdrop of the changing season, our retreat offers the perfect opportunity to disconnect from daily stress and reconnect with your inner wisdom. Whether you’re seeking emotional healing, empowerment, or a peaceful reset, this retreat provides the nurturing environment you need to embrace your highest self. Reserve your spot today and step into a season of renewal and clarity.
Unlock your true potential with the Reclaiming Your Masculine and Feminine Toolkit! This comprehensive resource offers transformative exercises, including daily self-awareness prompts, boundary-building tools, emotional regulation techniques, and breathwork practices. Balance your energies, enhance self-awareness, and align with your purpose. Perfect for anyone looking to deepen their personal growth journey. Embrace your power today!
This course for absolute beginners provides you with the opportunity to systematically learn core statistical and probability concepts, descriptive statistics, hypothesis testing, regression analysis, analysis of variance (ANOVA), and advanced regression/ML methods such as logistics regressions, polynomial regressions, decision trees, and more.
This course is perfect for the beginner but also delves into building a SAS Model and intermediate topics. Learn SAS Data Step, SQL Step, Macros, SAS Model Building, Predictive Analytics, SAS and ML. If you are using SAS Enterprise Guide and want to learn how to code/program instead of using the point-and-click interface, this course is ideal!
Overview We encounter lots of incidents every day at home or at work in which we need to think deeply about our decisions. Making the right choice not only saves time but also saves money and makes everyone happy. In this course, participants will learn how to refine their intuitions in order to make them trustable. Critical thinking and analysis will be a practice and habit for them and they will find themselves subconsciously using them. They will learn how to make sensible conclusions out of the data they managed to gather.
Immerse yourself in the ancient practice of yoga, a transformative journey that extends far beyond the mere physical postures. Our comprehensive yoga sessions are meticulously curated and led by seasoned professionals, offering a serene sanctuary tailored for the demands of modern-day professionals yearning for holistic balance and wellness. Delve into innate human abilities such as intuition, telepathy, clairvoyance, lucid dreaming, and energy healing. Uncover these dormant gifts existing within and enjoy awakening them fully.
In this transformative course, you will learn to step into your power, follow your intuition, and live your full potential!