1111 Statistics courses in Rosyth delivered Online

Start Your Journey to Becoming a Data Analyst Expert Today, and Make Up to •75,000 The data analytics field is growing rapidly, and there is a high demand for qualified data analysts. With our Data Analyst Program, you can learn the skills you need to succeed in this exciting field. We will help you until you find a job, so you won't have to worry about a thing. Just gain knowledge and learn skills, getting you a job is our duty. Enrol today and take your career to the next level! With our program, we go above and beyond traditional training. We understand that landing a job isn't just about having the right skills-it's about having the right support system by your side. That's why we are committed to being with you every step of the way, from your job search to your ultimate success. Why Choose Us Here's what makes our Data Analyst Program stand out from the crowd: Personalised Job Search Assistance: We're in this together! Our dedicated team will work tirelessly to support your entire job searching process. From crafting a standout resume to submitting it to top companies, we'll ensure you have a compelling application that gets noticed. Expertly Crafted CV: Your resume is your ticket to the interview room. Our professional resume writers will create a customised CV highlighting your unique skills and experiences. This will maximise your chances of standing out among the competition. Strategic Placement: We understand the power of casting a wide net. We'll strategically submit your CV to various platforms and networks, expanding your reach and connecting you with valuable opportunities that align with your career goals. One-On-One Consultation Sessions with Industry Experts: Gain invaluable insights and guidance from seasoned professionals who have thrived in the data analysis field. 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Here are the 25 courses we will provide once you enrol in the program: Course 01: Data Analysis Course 02: Data Science & Machine Learning with R Course 03: Data Analytics with Tableau Course 04: SQL Programming Course 05: Excel Pivot Tables, Pivot Charts, Slicers, and Timelines Course 06: Data Analytics Course 07: Python Data Science with Numpy, Pandas and Matplotlib Course 08: Google Analytics Course 09: Business Intelligence and Data Mining Course 10: Microsoft Excel: Automated Dashboard Using Advanced Formula, VBA, Power Query Course 11: JavaScript Functions Course 12: Data Protection and Data Security (GDPR) Training Certification Course 13: GDPR Training Course 14: Diploma in Python Programming Course 15: Data Center Training Essentials: General Introduction Course 16: Quick Data Science Approach from Scratch Course 17: Diploma in Statistics & Probability for Data Science & Machine Learning Course 18: Master JavaScript with Data Visualization Course 19: Data Analysis and Forecasting in Excel Course 20: AWS Certified Solutions Architect Associate Preparation Course 21: Statistical Analysis Course Course 22: SQL for Data Science, Data Analytics and Data Visualization Course 23: Learn MySQL from Scratch for Data Science and Analytics Course 24: Data Analysis & Forecasting Course 25: Data Structure These courses will help you to develop your knowledge and skills to become a successful data analyst. The Program is completed in 5 easy steps: Step 1 - Enrol in the program and start learning from the courses we provide After you enrol in the Data Analyst Program, you will get lifetime access to 25 premium courses related to data analysis. These courses will teach you the knowledge and skills required to become a successful data analyst. Our customer service team will help you and keep in contact with you every step of the way. Step 2 - Complete your courses and get certifications After learning from the courses, you must obtain certificates for each course. There will be exams for every course, and you have to pass them to get your certificate. To pass successfully, you must get 90% marks for the first course and 80% for the rest relevant courses. Once you pass the exams, you will receive hardcopy certificates. These certificates will prove that you're an expert in the subject. 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Professionals looking to transition into the dynamic world of data analysis and capitalise on emerging opportunities. Individuals with a passion for numbers, problem-solving, and uncovering meaningful insights from complex datasets. Job seekers seeking comprehensive support and guidance throughout the entire job searching and job finding process. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Requirements No experience required. Just enrol & start learning. Career path Our Data Analyst Program equips you with the skills to excel in data analysis roles. You'll thrive as a data analyst, data scientist, business analyst, or market research analyst, unlocking opportunities in diverse industries such as finance, healthcare, e-commerce, and technology. Act now, and let us guide you towards a brighter future. Enrol today! Certificates CPD Accredited e-Certificate Digital certificate - Included CPD Accredited Framed (Hardcopy) Certificate Hard copy certificate - Included Enrolment Letter Digital certificate - Included Student ID Card Digital certificate - Included The Quality Licence Scheme Endorsed Certificate of Achievement Hard copy certificate - Included

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Duration 3 Days 18 CPD hours This course is intended for This course is geared for attendees with solid Python skills who wish to learn and use basic machine learning algorithms and concepts Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Topics Covered: This is a high-level list of topics covered in this course. Please see the detailed Agenda below Getting Started & Optional Python Quick Refresher Statistics and Probability Refresher and Python Practice Probability Density Function; Probability Mass Function; Naive Bayes Predictive Models Machine Learning with Python Recommender Systems KNN and PCA Reinforcement Learning Dealing with Real-World Data Experimental Design / ML in the Real World Time Permitting: Deep Learning and Neural Networks Machine Learning Essentials with Python is a foundation-level, three-day hands-on course that teaches students core skills and concepts in modern machine learning practices. This course is geared for attendees experienced with Python, but new to machine learning, who need introductory level coverage of these topics, rather than a deep dive of the math and statistics behind Machine Learning. Students will learn basic algorithms from scratch. For each machine learning concept, students will first learn about and discuss the foundations, its applicability and limitations, and then explore the implementation and use, reviewing and working with specific use casesWorking in a hands-on learning environment, led by our Machine Learning expert instructor, students will learn about and explore:Popular machine learning algorithms, their applicability and limitationsPractical application of these methods in a machine learning environmentPractical use cases and limitations of algorithms Getting Started Installation: Getting Started and Overview LINUX jump start: Installing and Using Anaconda & Course Materials (or reference the default container) Python Refresher Introducing the Pandas, NumPy and Scikit-Learn Library Statistics and Probability Refresher and Python Practice Types of Data Mean, Median, Mode Using mean, median, and mode in Python Variation and Standard Deviation Probability Density Function; Probability Mass Function; Naive Bayes Common Data Distributions Percentiles and Moments A Crash Course in matplotlib Advanced Visualization with Seaborn Covariance and Correlation Conditional Probability Naive Bayes: Concepts Bayes? Theorem Naive Bayes Spam Classifier with Naive Bayes Predictive Models Linear Regression Polynomial Regression Multiple Regression, and Predicting Car Prices Logistic Regression Logistic Regression Machine Learning with Python Supervised vs. Unsupervised Learning, and Train/Test Using Train/Test to Prevent Overfitting Understanding a Confusion Matrix Measuring Classifiers (Precision, Recall, F1, AUC, ROC) K-Means Clustering K-Means: Clustering People Based on Age and Income Measuring Entropy LINUX: Installing GraphViz Decision Trees: Concepts Decision Trees: Predicting Hiring Decisions Ensemble Learning Support Vector Machines (SVM) Overview Using SVM to Cluster People using scikit-learn Recommender Systems User-Based Collaborative Filtering Item-Based Collaborative Filtering Finding Similar Movie Better Accuracy for Similar Movies Recommending movies to People Improving your recommendations KNN and PCA K-Nearest-Neighbors: Concepts Using KNN to Predict a Rating for a Movie Dimensionality Reduction; Principal Component Analysis (PCA) PCA with the Iris Data Set Reinforcement Learning Reinforcement Learning with Q-Learning and Gym Dealing with Real-World Data Bias / Variance Tradeoff K-Fold Cross-Validation Data Cleaning and Normalization Cleaning Web Log Data Normalizing Numerical Data Detecting Outliers Feature Engineering and the Curse of Dimensionality Imputation Techniques for Missing Data Handling Unbalanced Data: Oversampling, Undersampling, and SMOTE Binning, Transforming, Encoding, Scaling, and Shuffling Experimental Design / ML in the Real World Deploying Models to Real-Time Systems A/B Testing Concepts T-Tests and P-Values Hands-on With T-Tests Determining How Long to Run an Experiment A/B Test Gotchas Capstone Project Group Project & Presentation or Review Deep Learning and Neural Networks Deep Learning Prerequisites The History of Artificial Neural Networks Deep Learning in the TensorFlow Playground Deep Learning Details Introducing TensorFlow Using TensorFlow Introducing Keras Using Keras to Predict Political Affiliations Convolutional Neural Networks (CNN?s) Using CNN?s for Handwriting Recognition Recurrent Neural Networks (RNN?s) Using an RNN for Sentiment Analysis Transfer Learning Tuning Neural Networks: Learning Rate and Batch Size Hyperparameters Deep Learning Regularization with Dropout and Early Stopping The Ethics of Deep Learning Learning More about Deep Learning Additional course details: Nexus Humans Machine Learning Essentials with Python (TTML5506-P) 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 Machine Learning Essentials with Python (TTML5506-P) 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.

Do you fail to connect with your audience when delivering work presentations? Is your fear of public speaking holding you back? The Public Speaking: Presentations like a Boss course will teach you how to deliver winning presentations and overcome your fear of public speaking. It will guide you step-by-step through how to open and close presentations effectively, with tips for storytelling, injecting humour, using statistics and illustrations. Throughout the course, you will be fine tuning your verbal and nonverbal communication skills, to keep your audience engaged from start to finish. You will gain the expertise to speak with confidence and clarity, use an engaging tone of voice, and draw your audience in through a wide range of public speaking techniques. This best selling Public Speaking: Presentations like a Boss has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Public Speaking: Presentations like a Boss is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Public Speaking: Presentations like a Boss is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Public Speaking: Presentations like a Boss is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Public Speaking: Presentations like a Boss, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Public Speaking: Presentations like a Boss will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Public Speaking: Presentations like a Boss to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device.  Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.

This course will help you understand the fundamentals of data analysis with Python and Pandas library.

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3 QLS Endorsed Diploma | QLS Hard Copy Certificate Included | 10 CPD Courses | Lifetime Access | 24/7 Tutor Support

Recent studies have revealed a pressing need for professionals equipped with robust skills in Project Management, Leadership & Train the Trainer. In a dynamic global landscape, where businesses face multifaceted challenges, proficiency in these areas is paramount for success. With an eye on these trends, our comprehensive Project Management, Leadership & Train the Trainer QLS Endorsed Diploma bundle amalgamates QLS endorsed diplomas and CPD QS accredited courses to empower individuals with the acumen to navigate complex projects, lead teams effectively, and impart knowledge with finesse. The synergy between theoretical depth and practical applicability defines our curriculum. Recent statistics underscore the significance of honing competencies in Project Management, Leadership & Train the Trainer. In a survey conducted among leading organisations, 80% cited a dire need for professionals adept in these domains, highlighting the critical role they play in driving organisational success. 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Course 12: Career Development Plan Fundamentals Course 13: CV Writing and Job Searching Course 14: Networking Skills for Personal Success Course 15: Ace Your Presentations: Public Speaking Masterclass Course 16: Decision Making and Critical Thinking Seize this opportunity to elevate your career with our comprehensive Project Management, Leadership & Train bundle, endorsed by the prestigious QLS and accredited by CPD.Project Management, Leadership & Train the Trainer QLS Endorsed Diploma. Learning Outcomes: Gain comprehensive knowledge in Project Management, Leadership & Train the Trainer. Develop essential skills in project planning, strategic management, and process improvement. Master the principles of public speaking and enhance communication skills. Cultivate critical thinking abilities and effective decision-making techniques. Acquire proficiency in leading teams and fostering a culture of innovation. Understand root cause analysis and implement cost control strategies for project success. In this Project Management, Leadership & Train course bundle, participants will delve into the core principles and methodologies of Project Management, Leadership & Train the Trainer. Through a blend of theoretical insights and practical applications, learners will acquire a deep understanding of project planning, execution, and evaluation. They will explore the dynamics of leadership styles, team dynamics, and effective communication strategies essential for guiding teams towards project success. Furthermore, participants will engage with advanced concepts such as strategic management, process improvement, and root cause analysis. They will learn how to identify inefficiencies, mitigate risks, and implement strategies for continuous improvement within project frameworks. Through hands-on exercises and case studies, learners will develop the critical thinking skills necessary to navigate complex challenges and make informed decisions in diverse professional settings. CPD 160 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Project Management, Leadership & Train course is ideal for: Professionals seeking to enhance their expertise in Project Management, Leadership & Train the Trainer. Individuals aspiring to advance their careers in managerial roles. Entrepreneurs aiming to cultivate leadership skills for business growth. Educators and trainers looking to refine their training techniques. Graduates seeking to augment their employability in competitive job markets. Anyone interested in personal and professional development in Project Management, Leadership & Train the Trainer. Requirements You are warmly invited to register for this bundle. Please be aware that there are no formal entry requirements or qualifications necessary. This curriculum has been crafted to be open to everyone, regardless of previous experience or educational attainment. Career path Upon completion of the Project Management, Leadership & Train courses, you will be able to: Project Manager Team Leader Training Manager Operations Manager Business Development Manager Strategic Planner Entrepreneur Certificates 13 CPD Quality Standard Certificates Digital certificate - Included 3 QLS Endorsed Certificates Hard copy certificate - Included

According to recent statistics from the World Health Organization, mental health disorders affect around 450 million people worldwide, making it one of the leading causes of disability. With such a staggering impact, the need for comprehensive mental health support has never been more urgent. In response to this growing demand, our comprehensive bundle, "Mental Health First Aid, Mental Health Law & Counselling QLS Endorsed Diploma" offers a holistic approach to addressing mental health challenges through a blend of theoretical knowledge and practical strategies. This Mental Health First Aid, Mental Health Law & Counselling bundle combines a diverse range of QLS Endorsed and CPD QS Accredited courses to provide a thorough understanding of mental health law, counselling techniques, and first aid interventions. 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Course 12: Career Development Plan Fundamentals Course 13: CV Writing and Job Searching Course 14: Networking Skills for Personal Success Course 15: Ace Your Presentations: Public Speaking Masterclass Course 16: Decision Making and Critical Thinking Seize this opportunity to elevate your career with our comprehensive bundle, endorsed by the prestigious QLS and accredited by CPD.Mental Health First Aid, Mental Health Law & Counselling QLS Endorsed Diploma. Learning Outcomes: Understand the legal framework surrounding mental health issues. Develop advanced counselling skills to support individuals with mental health concerns. Gain proficiency in providing mental health first aid interventions. Explore the intersection of mental health and psychiatry. Apply principles of positive psychology to promote mental well-being. Learn how nutrition, fitness, and lifestyle choices impact mental health. This comprehensive Mental Health First Aid, Mental Health Law & Counselling bundle delves into the intricate domains of mental health law, counselling, and first aid, providing participants with a multifaceted understanding of mental health challenges and interventions. Through QLS Endorsed courses, individuals will explore the legal framework surrounding mental health, including legislation, policies, and ethical considerations. They will develop insights into the rights of individuals with mental health disorders, the responsibilities of healthcare providers, and the processes involved in involuntary treatment and detention. Complementing the legal aspect, participants will embark on a journey of self-discovery and skill development in counselling and first aid. The QLS Level 5 diploma in mental health counselling equips individuals with advanced therapeutic techniques, communication skills, and ethical guidelines necessary for effective support and intervention. 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Students or graduates considering a career in mental health services. Requirements You are warmly invited to register for this bundle. Please be aware that there are no formal entry requirements or qualifications necessary. This curriculum has been crafted to be open to everyone, regardless of previous experience or educational attainment. Career path Upon completion of the Mental Health First Aid, Mental Health Law & Counselling courses, you will be able to: Mental Health Counsellor Mental Health Advocate Psychiatric Nurse Legal Advisor Specialising in Mental Health Human Resources Manager with a Focus on Employee Well-being Public Health Officer Community Support Worker Certificates 13 CPD Quality Standard Certificates Digital certificate - Included 3 QLS Endorsed Certificates Hard copy certificate - Included