Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python-experienced attendees who wish to be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Overview Working in a hands-on learning environment, guided by our expert team, attendees will learn to: Understand how data analysts and scientists gather and analyze data Perform data analysis and data wrangling using Python Combine, group, and aggregate data from multiple sources Create data visualizations with pandas, matplotlib, and seaborn Apply machine learning (ML) algorithms to identify patterns and make predictions Use Python data science libraries to analyze real-world datasets Use pandas to solve common data representation and analysis problems Build Python scripts, modules, and packages for reusable analysis code Perform efficient data analysis and manipulation tasks using pandas Apply pandas to different real-world domains with the help of step-by-step demonstrations Get accustomed to using pandas as an effective data exploration tool. Data analysis has become a necessary skill in a variety of domains where knowing how to work with data and extract insights can generate significant value. Geared for data team members with incoming Python scripting experience, Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will be able to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding lessons, you will explore some applications of anomaly detection, regression, clustering, and classification using scikit-learn to make predictions based on past data. Students will leave the course armed with the skills required to use pandas to ensure the veracity of their data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Introduction to Data Analysis Fundamentals of data analysis Statistical foundations Setting up a virtual environment Working with Pandas DataFrames Pandas data structures Bringing data into a pandas DataFrame Inspecting a DataFrame object Grabbing subsets of the data Adding and removing data Data Wrangling with Pandas What is data wrangling? Collecting temperature data Cleaning up the data Restructuring the data Handling duplicate, missing, or invalid data Aggregating Pandas DataFrames Database-style operations on DataFrames DataFrame operations Aggregations with pandas and numpy Time series Visualizing Data with Pandas and Matplotlib An introduction to matplotlib Plotting with pandas The pandas.plotting subpackage Plotting with Seaborn and Customization Techniques Utilizing seaborn for advanced plotting Formatting Customizing visualizations Financial Analysis - Bitcoin and the Stock Market Building a Python package Data extraction with pandas Exploratory data analysis Technical analysis of financial instruments Modeling performance Rule-Based Anomaly Detection Simulating login attempts Exploratory data analysis Rule-based anomaly detection Getting Started with Machine Learning in Python Learning the lingo Exploratory data analysis Preprocessing data Clustering Regression Classification Making Better Predictions - Optimizing Models Hyperparameter tuning with grid search Feature engineering Ensemble methods Inspecting classification prediction confidence Addressing class imbalance Regularization Machine Learning Anomaly Detection Exploring the data Unsupervised methods Supervised methods Online learning The Road Ahead Data resources Practicing working with data Python practice
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Courses Are Included In this Accountancy at QLS Level 5 Diploma Career Bundle: Course 01: Accountancy at QLS Level 5 Diploma Course 02: Managerial Accounting Training Course 03: Applied Accounting Course: Mastering Financial Management Course 04: Payroll: Payroll Management Course 05: Xero Accounting - Complete Training Course 06: Sage 50 Accounts Course 07: Making Budget & Forecast Course 08: Cost Control Process and Management Course 09: Anti-Money Laundering (AML) Course 10: Corporate Finance: Working Capital Management Course 11: Level 4 Diploma Accounting and Business Finance Course 12: Financial Modelling for Decision Making and Business plan Course 13: Financial Accounting Course 14: Tax Accounting Diploma Course 15: Commercial Law Course 16: Introduction to VAT Online Training Course 17: Microsoft Excel Training: Depriciation Accounting Course 18: Concept of Charity Accounting Course 19: Understanding Financial Statements and Analysis Course 20: Finance Assistant Training: Level 1 & 2 Certification Course 21: Negotiation Skills Certificate Course 22: Document Control Course 23: Advanced Diploma in Microsoft Excel Course 24: Online Time Management Training Course 25: Risk Assessment & Management With Level 7 in Strategic Learning & Development, you'll embark on an immersive learning experience that combines interactive lessons with voice-over audio, ensuring that you can learn from anywhere in the world, at your own pace. 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Accountancy at QLS Level 5 Diploma premium bundle consists of 25 precisely chosen courses on a wide range of topics essential for anyone looking to excel in this field. Each segment of the Accountancy at QLS Level 5 Diploma is meticulously designed to maximise learning and engagement, blending interactive content and audio-visual modules for a truly immersive experience. Certification You have to complete the assignment given at the end of the Accountancy at QLS Level 5 Diploma course. After passing the Accountancy at QLS Level 5 Diploma exam You will be entitled to claim a PDF & Hardcopy certificate accredited by CPD Quality standards completely free. CPD 250 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Accountancy at QLS Level 5 Diploma course is ideal for: Students seeking mastery in Level 7 in Strategic Learning & Development Professionals seeking to enhance Accountancy at QLS Level 5 Diploma skills Individuals looking for a Level 7 in Strategic Learning & Development-related career. Anyone passionate about Level 7 in Strategic Learning & Development Requirements This Accountancy at QLS Level 5 Diploma doesn't require prior experience and is suitable for diverse learners. Career path This Accountancy at QLS Level 5 Diploma bundle will allow you to kickstart or take your career in the related sector to the next stage. Certificates CPD Accredited Digital Certificate Digital certificate - Included CPD Accredited Hard Copy Certificate Hard copy certificate - Included If you are an international student, you will be required to pay an additional fee of 10 GBP for international delivery, and 4.99 GBP for delivery within the UK, for each certificate
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In the ever-evolving landscape of the UK, social housing plays a pivotal role in catering to the needs of the broader community. At the heart of it lies the 'regulator of social housing' ensuring that standards are upheld and tenants are cared for. Our course, 'Certificate in Social Housing and Tenant Management at QLS Level 3', offers a comprehensive insight into what social housing is all about and its profound impact on countless lives in the UK. By delving into tenant management, the course ensures a holistic approach, enabling participants to maintain harmony, security, and prosperity within these community homes. The modules have been carefully curated to cover all facets of social housing in the UK. From the initial introduction, focusing on its importance and foundational principles, to the intricate nuances of tenant selection and management, the curriculum promises a thorough understanding. As one progresses, there's a deep dive into maintaining the sanctity of these establishments, dealing with challenges such as rental arrears, ensuring top-notch safety, and involving residents in decision-making processes. Notably, we also address the pivotal subject of dealing with anti-social behaviours to maintain a serene community environment. By the end of this enlightening journey, participants will not only grasp the intricacies of social housing UK but will also be equipped to embark on a career with a solid foundation in tenant management, offering value and making tangible differences in numerous lives. Learning Outcomes Understand the core principles and significance of social housing in the UK. Develop strategies for effective tenant selection and fostering positive tenant relationships. Acquire expertise in managing rental income, preventing arrears, and financial administration. Implement best practices in ensuring safety, security, and timely maintenance in social housing establishments. Encourage and integrate resident involvement in decision-making processes within housing communities. Effectively address and mitigate anti-social behaviours within housing premises. Identify career prospects and understand the roles and responsibilities of a Social Housing Manager. Why buy this Certificate in Social Housing and Tenant Management at QLS Level 3 course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are 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 Who is this course Certificate in Social Housing and Tenant Management at QLS Level 3 course for? Individuals looking to forge a career in the UK's social housing sector. Housing association members wishing to expand their knowledge base. Local authority staff aiming to hone their tenant management skills. Community leaders keen on fostering harmonious living environments. Property managers aspiring to specialise in the social housing realm. Career path Social Housing Manager: £35,000 - £50,000 Tenant Liaison Officer: £27,000 - £32,000 Housing Association Officer: £25,000 - £40,000 Maintenance and Safety Supervisor: £30,000 - £45,000 Community Engagement Specialist: £28,000 - £38,000 Anti-Social Behaviour Coordinator: £29,000 - £43,000. Prerequisites This Certificate in Social Housing and Tenant Management at QLS Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This course 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 £85 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 Module 01: Introduction to Social Housing Introduction to Social Housing 00:16:00 Module 02: Tenant Selection and Tenant Management Tenant Selection and Tenant Management 00:29:00 Module 03: Managing Rental Income and Arrears Managing Rental Income and Arrears 00:25:00 Module 04: Maintenance, Safety, and Security of Social Housing Maintenance, Safety, and Security of Social Housing 00:34:00 Module 05: Resident Involvement in Social Housing Resident Involvement in Social Housing 00:32:00 Module 06: Dealing with Anti-Social Behaviours Dealing with Anti-Social Behaviours 00:40:00 Module 07: Career Prospects of Social Housing Manager Career Prospects of a Social Housing Manager 00:25:00 Mock Exam Mock Exam - Certificate in Social Housing and Tenant Management at QLS Level 3 00:20:00 Final Exam Final Exam - Certificate in Social Housing and Tenant Management at QLS Level 3 00:20:00 Recommended Readings Recommended Readings - Certificate in Social Housing and Tenant Management at QLS Level 3 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00
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