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8572 Insights courses

Training for Working at Heights

By Compete High

🌟 Elevate Your Skills with 'Training for Working at Heights' Course! 🌟 Are you ready to reach new heights in your career? Introducing our comprehensive course, 'Training for Working at Heights,' designed to equip you with the knowledge and skills needed to work safely and efficiently in elevated environments.   🚀 Course Overview: Dive into a transformative learning experience with our expertly crafted modules, each tailored to provide you with essential insights and practical expertise. Let's take a closer look at what you can expect:   Module 1: Introduction to Working at Height Gain a solid foundation as we delve into the fundamentals of working at height. Understand the unique challenges and key concepts that form the backbone of safe practices in elevated environments. Module 2: Risk Assessment and Planning Master the art of risk evaluation and strategic planning. Learn to identify potential hazards, assess risks, and implement effective strategies to ensure a secure working environment for yourself and your team. Module 3: Working at Height Equipment Get hands-on experience with the latest tools and equipment used in working at height scenarios. From harnesses to scaffolding, our expert instructors will guide you through proper usage, maintenance, and troubleshooting. Module 4: Safe Practices for Working at Height Discover a wealth of safety practices that can make all the difference. Explore communication strategies, emergency response plans, and protocols to ensure the well-being of everyone involved in elevated projects. Module 5: Working at Height in Specific Environments Customize your expertise to meet the demands of various work environments. Whether it's construction sites, industrial settings, or unique scenarios, this module prepares you for the specific challenges associated with different heights and spaces.   🌐 Why Choose Our Course: Expert Instructors: Learn from industry professionals with extensive experience in working at height scenarios. Interactive Learning: Engage in hands-on activities, simulations, and case studies for a dynamic learning experience. Career Advancement: Enhance your career prospects by acquiring a skill set that is in high demand across various industries.   📈 Invest in Your Future: Don't miss the opportunity to elevate your career. Enroll in 'Training for Working at Heights' today and embark on a journey towards a safer, more successful future. Reach new heights with confidence! Course Curriculum Module 1_ Introduction to Working at Height Introduction to Working at Height 00:00 Module 2_ Risk Assessment and Planning Risk Assessment and Planning 00:00 Module 3_ Working at Height Equipment Working at Height Equipment 00:00 Module 4_ Safe Practices for Working at Height Safe Practices for Working at Height 00:00 Module 5_ Working at Height in Specific Environments Working at Height in Specific Environments 00:00

Training for Working at Heights
Delivered Online On Demand5 hours
£25

Pilates for Pregnancy Online Training

By Compete High

Sales Overview: Pilates for Pregnancy Online Training Welcome to the ultimate resource for expectant mothers seeking to maintain strength, flexibility, and well-being throughout their pregnancy journey. Our 'Pilates for Pregnancy Online Training' offers a comprehensive series of modules designed specifically for the unique needs of pregnant women, guiding you through each trimester and beyond.   Module 1: Introduction to Pilates for Pregnancy and Preparing Your Body for Pilates during Pregnancy In this introductory module, you'll gain insights into the principles of Pilates and how they can be adapted to support your changing body during pregnancy. Learn about the benefits of Pilates for prenatal health, understanding core engagement, and preparing your body for safe and effective workouts throughout your pregnancy. Module 2: Pilates Exercises for the First Trimester and Pilates Exercises for the Second Trimester As your body adjusts to the early stages of pregnancy, discover a series of Pilates exercises tailored to alleviate discomfort, strengthen key muscle groups, and promote optimal alignment. Transition seamlessly into the second trimester with targeted exercises designed to address common challenges such as back pain, postural changes, and pelvic floor stability. Module 3: Pilates Exercises for the Third Trimester and Breathing Techniques for Labor and Delivery As you approach the final stages of pregnancy, access a range of gentle yet effective Pilates exercises suitable for the third trimester. Explore techniques to maintain mobility, relieve tension, and prepare for the birthing process. Dive into specialized breathing techniques to enhance relaxation, manage pain, and facilitate a smoother labor and delivery experience. Module 4: Postpartum Pilates and Pilates for Overall Wellness Following the arrival of your little one, embark on a rejuvenating postpartum Pilates journey designed to restore strength, stability, and vitality to your body. Explore gentle exercises to address common postpartum concerns, promote pelvic floor recovery, and support your physical and emotional well-being as you navigate the joys of motherhood.   Invest in your health and wellness during pregnancy with our Pilates for Pregnancy Online Training. Join us on this empowering journey towards a healthier, happier, and more vibrant pregnancy experience.   Unlock the power of Pilates for pregnancy today! Course Curriculum Module 1: Introduction to Pilates for Pregnancy and Preparing Your Body for Pilates during Pregnancy Introduction to Pilates for Pregnancy and Preparing Your Body for Pilates during Pregnancy 00:00 Module 2: Pilates Exercises for the First Trimester and Pilates Exercises for the Second Trimester Pilates Exercises for the First Trimester and Pilates Exercises for the Second Trimester 00:00 Module 3: Pilates Exercises for the Third Trimester and Breathing Techniques for Labor and Delivery Pilates Exercises for the Third Trimester and Breathing Techniques for Labor and Delivery 00:00 Module 4: Postpartum Pilates and Pilates for Overall Wellness Postpartum Pilates and Pilates for Overall Wellness 00:00

Pilates for Pregnancy Online Training
Delivered Online On Demand1 hour
£25

Level 2 Certificate in Employability Skills - CPD Certified

By Compete High

Product Overview: Level 2 Certificate in Employability Skills - CPD Certified The Level 2 Certificate in Employability Skills offers a comprehensive curriculum designed to enhance individuals' readiness for the dynamic landscape of the professional world. This CPD Certified course equips learners with essential skills vital for success in various professional settings. Through five meticulously crafted modules, participants delve into critical areas that form the backbone of effective employability.   Module 1: Communication Skills and Productivity In Module 1, participants embark on a journey to sharpen their communication prowess and optimize productivity. Through interactive sessions and practical exercises, learners cultivate effective verbal and written communication skills, understand the nuances of non-verbal communication, and explore strategies to enhance time management and task prioritization. Module 2: Teamwork and Problem Solving Module 2 focuses on nurturing collaborative competencies and problem-solving acumen essential for thriving in team environments. Participants delve into the dynamics of teamwork, learn strategies for fostering synergy among diverse team members, and hone their ability to identify, analyze, and resolve challenges effectively through structured problem-solving approaches. Module 3: Adaptability and Interpersonal Skills In Module 3, emphasis is placed on cultivating adaptability and strengthening interpersonal relationships. Participants learn to navigate change with resilience, embrace diverse perspectives, and leverage interpersonal skills to build rapport and foster positive interactions within professional contexts. Module 4: Innovation and Conflict Resolution Module 4 explores the realms of innovation and conflict resolution, empowering participants to embrace innovation as a catalyst for growth while developing strategies to manage and resolve conflicts constructively. Through case studies and role-playing exercises, learners acquire the skills needed to foster a culture of innovation and navigate conflicts with tact and diplomacy. Module 5: Financial Literacy and Professional Etiquette The final module delves into the realms of financial literacy and professional etiquette, equipping participants with the knowledge and practices essential for sound financial management and professional conduct. Participants gain insights into budgeting, financial planning, and ethical practices while honing their understanding of professional decorum and etiquette in diverse professional settings.   Throughout the course, participants engage in a blend of theoretical learning, practical exercises, and real-world applications, facilitated by experienced instructors dedicated to fostering an enriching learning environment. Upon successful completion of the Level 2 Certificate in Employability Skills, participants emerge equipped with a robust skill set poised to enhance their employability and thrive in today's competitive professional landscape. Course Curriculum Module 1_ Communication Skills and Productivity Communication Skills and Productivity 00:00 Module 2_ Teamwork and Problem Solving Teamwork and Problem Solving 00:00 Module 3_ Adaptability and Interpersonal Skills Adaptability and Interpersonal Skills 00:00 Module 4_ Innovation and Conflict Resolution Innovation and Conflict Resolution 00:00 Module 5_ Financial Literacy and Professional Etiquette Financial Literacy and Professional Etiquette 00:00

Level 2 Certificate in Employability Skills - CPD Certified
Delivered Online On Demand5 hours
£25

Innovative Influence: Strategic Approaches to Customer Engagement

By Compete High

🚀 Elevate Your Influence: Master Strategic Customer Engagement! 🚀   🌟 Welcome to 'Innovative Influence: Strategic Approaches to Customer Engagement' 🌟   Are you ready to transform your approach to customer engagement and become a true industry leader? Say goodbye to outdated methods and embrace cutting-edge strategies that will set you apart in the digital age. Introducing our comprehensive online course:   🚀 Module 1: Introduction - Lay the Foundation for Success 🚀 In this foundational module, we'll set the stage for your journey towards becoming a master influencer. Understand the psychology of customer engagement, discover the latest trends, and learn how to adapt your approach to stay ahead in a rapidly changing market. Gain insights into the power of innovation and set the tone for the rest of the course. 🔥 Key Takeaways: Uncover the fundamentals of strategic customer engagement. Identify the latest industry trends and how to leverage them. Develop a mindset geared towards continuous innovation.   🚀 Module 2: Be a Thought Leader - Stand Out in Your Niche 🚀 Become the go-to authority in your field with Module 2, where we delve into the art of thought leadership. Learn how to position yourself as an expert, build credibility, and create content that resonates with your audience. Discover the secrets to crafting a compelling personal brand that captivates and influences. 🔥 Key Takeaways: Establish yourself as a thought leader in your industry. Develop a powerful personal brand that speaks to your audience. Create content that builds credibility and fosters trust.   🚀 Module 3: Workshop - Put Your Knowledge into Action 🚀 It's time to roll up your sleeves and implement what you've learned. In this hands-on workshop module, you'll apply strategic customer engagement techniques to real-world scenarios. Get personalized feedback, refine your approach, and leave with a concrete action plan to drive immediate results in your business. 🔥 Key Takeaways: Apply strategic customer engagement techniques in practical situations. Receive personalized feedback and guidance. Develop a customized action plan for immediate implementation.   🎓 Bonus: Exclusive Community Access Join a community of like-minded professionals on the same journey as you. Exchange ideas, seek advice, and celebrate successes together. This exclusive community is your support system as you apply your newfound knowledge in the real world.   💡 Don't miss this opportunity to revolutionize your approach to customer engagement! Enroll now and become a master of Innovative Influence! 💡 Course Curriculum Module 1- Introdution Thought Leadership Explained 00:00 Module 2- Be a Thought Leader Stand Out with Thought Leadership 00:00 Why Thought Leadership Matters 00:00 Thought Leadership Programs 00:00 Module 3- Workshop Workshop Create Your Thought Leadership Strategy 00:00

Innovative Influence: Strategic Approaches to Customer Engagement
Delivered Online On Demand1 hour
£25

Email Writing Essentials

By Compete High

Product Overview: Email Writing Essentials   In today's fast-paced digital world, effective email communication is a vital skill that can make or break professional relationships and opportunities. Whether you're writing emails for business, academia, or personal correspondence, mastering the art of email writing is essential for success. Introducing 'Email Writing Essentials,' a comprehensive course designed to enhance your email writing skills and streamline your communication processes.   Module 1: Understanding the Purpose of Email In Module 1, you will gain insights into the fundamental purpose of email communication. You'll learn how to identify your audience, understand their needs, and tailor your message accordingly. This module lays the foundation for effective email writing by helping you grasp the importance of clarity, conciseness, and relevance in your messages. Module 2: Planning Your Email Writing Module 2 focuses on the strategic planning phase of email writing. You'll discover techniques for organizing your thoughts, structuring your emails for maximum impact, and setting clear objectives for each communication. From outlining key points to defining your call to action, this module equips you with the tools to craft purposeful and persuasive emails. Module 3: Crafting Effective Subject Lines and Greetings The subject line and greeting are the first elements recipients see when they open your email. In Module 3, you'll learn how to create attention-grabbing subject lines that compel recipients to open your message. Additionally, you'll explore different greeting styles and discover the importance of personalization in establishing rapport with your audience. Module 4: Email Etiquette Module 4 delves into the essential principles of email etiquette. You'll uncover best practices for professionalism, tone, and language usage in your emails. From addressing recipients appropriately to navigating sensitive topics with tact, this module ensures that your emails are respectful, courteous, and well-received. Module 5: Managing Email Communication Overload In today's digital age, managing email overload is a common challenge. Module 5 provides practical strategies for organizing your inbox, prioritizing messages, and minimizing distractions. You'll learn how to implement time-saving techniques, leverage email management tools effectively, and maintain productivity amidst a constant influx of messages.   By completing 'Email Writing Essentials,' you'll emerge with the skills and confidence to craft compelling, professional emails that make a lasting impression. Whether you're communicating with clients, colleagues, or stakeholders, mastering the art of email writing is sure to elevate your success in today's interconnected world. Enroll now and unlock the power of effective email communication! Course Curriculum Module 1_ Understanding the Purpose of Email Understanding the Purpose of Email 00:00 Module 2_ Planning Your Email Writing Planning Your Email Writing 00:00 Module 3_ Crafting Effective Subject Lines and Greetings Crafting Effective Subject Lines and Greetin 00:00 Module 4_ Email Etiquette Email Etiquette 00:00 Module 5_ Managing Email Communication Overload Managing Email Communication Overload 00:00

Email Writing Essentials
Delivered Online On Demand4 hours
£25

Bid writing Training

By Compete High

📝 Bid Writing Training Course Overview: Master the Art of Winning Contracts Are you ready to elevate your skills in securing lucrative contracts through compelling bids? Look no further! Our 'Bid Writing Training' course is your comprehensive guide to becoming a proficient bid writer. From understanding the fundamentals to crafting winning proposals, this course empowers you to excel in the competitive world of procurement. 🌐 Module 1: Introduction to Bid Writing Embark on your bid writing journey with a comprehensive introduction to the fundamentals of successful bidding. Understand the nuances of procurement processes, industry standards, and the essential components that make a bid stand out in a competitive landscape. 🔍 Module 2: Researching the Bid Master the art of thorough bid research. Learn effective strategies to analyze bid requirements, assess competition, and gather vital information to tailor your proposal to the specific needs and expectations of the client. 📊 Module 3: Developing the Bid Strategy Craft winning bid strategies that set you apart from the competition. Explore techniques for understanding client needs, defining unique value propositions, and creating a compelling strategy that aligns with the client's goals. 📝 Module 4: Writing the Bid Proposal Hone your bid writing skills by delving into the intricacies of crafting a persuasive bid proposal. Learn how to structure your proposal, convey key messages effectively, and showcase your strengths to maximize your chances of winning contracts. 🔄 Module 5: Managing the Bid Process Navigate the bid process with finesse. From submission to post-bid activities, gain insights into managing timelines, addressing client queries, and refining your proposals based on feedback. Develop the skills needed to improve your success rate in the competitive world of bidding. 💼 Why Choose Our Bid Writing Training Course? Practical Learning: Hands-on exercises and real-world case studies for practical application. Expert Guidance: Learn from seasoned bid writers with a proven track record in successful procurement. Industry-Relevant Content: Stay updated on the latest trends and best practices in bid writing. Career Advancement: Open doors to lucrative opportunities in procurement and contract management. 📈 Enroll Now and Secure Your Success in Bid Writing! Don't miss the chance to become a skilled bid writer and propel your career to new heights. Our Bid Writing Training course equips you with the knowledge and expertise needed to navigate the complexities of procurement successfully. Enroll now and unlock the keys to winning contracts and advancing your professional journey! Course Curriculum Module 1_ Introduction to Bid Writing. Introduction to Bid Writing. 00:00 Module 2_ Researching the Bid. Researching the Bid. 00:00 Module 3_ Developing the Bid Strategy. Developing the Bid Strategy. 00:00 Module 4_ Writing the Bid Proposal. Writing the Bid Proposal. 00:00 Module 5_ Managing the Bid Process. Managing the Bid Process. 00:00

Bid writing Training
Delivered Online On Demand5 hours
£25

Playing Chess

By Compete High

Overview: Playing Chess   Welcome to the world of chess mastery with our comprehensive course, 'Playing Chess.' This meticulously designed program aims to transform beginners into adept strategists and seasoned players into grandmasters. With six modules covering every aspect of the game, from fundamentals to advanced techniques, 'Playing Chess' is your ultimate guide to mastering this timeless game of intellect and strategy.   Module 1: Introduction to Chess Fundamentals Embark on your chess journey by understanding the basic rules, piece movements, and fundamental concepts. This module lays the groundwork for your chess proficiency, ensuring a solid understanding of the game's essentials before diving deeper.   Module 2: Essential Tactics and Calculation Sharpen your tactical prowess as you delve into the art of calculation and tactical maneuvers. Learn to spot opportunities, execute combinations, and anticipate your opponent's moves with precision and foresight.   Module 3: Essential Opening Principles and Basic Strategies Master the art of the opening phase with key principles and strategic concepts. Explore popular opening strategies, develop your repertoire, and gain a strategic edge right from the start of the game.   Module 4: Middle-Game Planning and Strategy Navigate the complexities of the middle game with strategic planning and positional understanding. Learn how to formulate long-term plans, assess positions, and exploit weaknesses while maintaining flexibility and adaptability.   Module 5: Opening Variations, Middle-Game Strategies, and Decision-Making Dive deeper into opening variations, refine your middle-game strategies, and hone your decision-making skills. Explore a variety of tactical themes, positional motifs, and strategic ideas to enhance your overall gameplay.   Module 6: Advanced Endgame Techniques, Psychological Aspects, and Continuous Learning Elevate your game to the highest level with advanced endgame techniques, psychological insights, and a commitment to continuous learning. Discover the nuances of endgame play, develop mental resilience, and embrace the journey of perpetual improvement.   Whether you're a novice seeking to learn the ropes or a seasoned player aiming to reach new heights, 'Playing Chess' equips you with the knowledge, skills, and mindset to excel at every stage of your chess odyssey. Enroll today and embark on a transformative journey towards mastery. Course Curriculum Module 1_ Introduction to Chess Fundamentals Introduction to Chess Fundamentals 00:00 Module 2_ Essential Tactics and Calculation Essential Tactics and Calculation 00:00 Module 3_ Essential Opening Principles and Basic Strategies Essential Opening Principles and Basic Strategies 00:00 Module 4_ Middle-Game Planning and Strategy Middle-Game Planning and Strategy 00:00 Module 5_ Opening Variations, Middle-Game Strategies, and Decision-Making Opening Variations, Middle-Game Strategies, and Decision-Making 00:00 Module 6_ Advanced Endgame Techniques, Psychological Aspects, and Continuous Learning Advanced Endgame Techniques, Psychological Aspects, and Continuous Learning 00:00

Playing Chess
Delivered Online On Demand1 hour
£25

Calm Mastery: Navigating Life and Work with Serenity

By Compete High

🌟 Discover Calm Mastery: Navigating Life and Work with Serenity! 🌟 Are you tired of the constant hustle and bustle, feeling overwhelmed by the demands of both life and work? It's time to reclaim your peace of mind and take control of your well-being. Introducing our transformative online course: Calm Mastery. 🧘‍️ Unlock the Power of Serenity: In a world that never stops, finding inner calm is a priceless skill. Calm Mastery is not just a course; it's your roadmap to tranquility. Learn how to navigate the complexities of life and work with grace, resilience, and a serene state of mind. 🌈 What You'll Gain: Stress-Free Productivity: Discover techniques to boost productivity without sacrificing your peace of mind. Learn to work smarter, not harder. Mindful Living: Dive into the principles of mindfulness and incorporate them into your daily routine. Develop a heightened awareness that transforms the way you experience each moment. Effective Time Management: Master the art of prioritization and time allocation. Create a balance that ensures both personal and professional fulfillment. Emotional Intelligence: Build stronger connections and enhance your interpersonal skills. Navigate relationships with a calm and composed demeanor, fostering harmony in all aspects of your life. Resilience in Adversity: Equip yourself with the tools to bounce back from challenges and setbacks. Cultivate a mindset that turns obstacles into opportunities. 🚀 Course Highlights: Interactive Modules: Engage in dynamic lessons that blend theory with practical applications, ensuring a seamless integration of calm principles into your daily life. Guided Meditations: Immerse yourself in soothing meditation sessions designed to bring tranquility to your mind, body, and soul. Expert Insights: Learn from seasoned experts who have mastered the art of calm. Benefit from their wisdom and proven strategies. Community Support: Join a community of like-minded individuals on a similar journey. Share experiences, gain inspiration, and foster connections that last a lifetime. 🎁 Exclusive Bonus: Enroll now and receive a bonus module on 'Crisis Calm: Navigating Turbulent Times with Serenity.' Arm yourself with the resilience needed to thrive in any situation. 🌟 Invest in Your Peace of Mind Today! Embark on a transformative journey towards Calm Mastery. Say goodbye to stress and embrace a life filled with serenity, productivity, and fulfillment. Your journey to a calmer, more balanced life starts here. Course Curriculum Stress Management - For Relief From Stress of Life & Work Beginning Concepts 00:00 Specific Stress Management Techniques 00:00 MORE Stress Reduction Strategies 00:00 Still MORE Stress Reduction Techniques - Part 1 00:00 Still MORE Stress Reduction Techniques - Part 2 00:00 Still MORE Stress Reduction Techniques - Part 3 00:00 Final Tips _ Tools 00:00

Calm Mastery: Navigating Life and Work with Serenity
Delivered Online On Demand1 hour 15 minutes
£25

Mastering the Art of Persuasion: Unveiling Sales Tactics - Part 3

By Compete High

🚀 Elevate Your Persuasion Game with 'Mastering the Art of Persuasion: Unveiling Sales Tactics - Part 3' 🚀 🎓 Ready to take your sales skills to unprecedented heights? Welcome to the final installment of our groundbreaking series, where we dive deep into the intricacies of persuasion and arm you with the most potent sales tactics in the business!   🔥 Unleash the Power of Persuasion 🔥 In 'Mastering the Art of Persuasion: Unveiling Sales Tactics - Part 3,' we don't just scratch the surface-we unearth the secrets that turn ordinary salespeople into masters of persuasion. This isn't just another course; it's your ticket to transforming conversations into conversions and prospects into loyal clients.   🌐 What You'll Discover: 1️⃣ Advanced Psychological Techniques: Explore the nuances of human behavior and psychology that drive decision-making. Learn how to tap into the emotional triggers that prompt your audience to say 'yes.' 2️⃣ The Art of Storytelling: Craft compelling narratives that captivate your audience and make your message unforgettable. Master the skill of weaving stories that resonate and persuade. 3️⃣ Closing Strategies That Seal the Deal: Turn objections into opportunities and discover foolproof techniques to close deals with finesse. From handling objections gracefully to creating a sense of urgency, we've got you covered. 4️⃣ Adapting to Different Personalities: Tailor your approach to various personality types and communication styles. Whether you're dealing with the analytical thinker or the spontaneous decision-maker, you'll learn to connect on a deeper level. 5️⃣ Building Lasting Client Relationships: Unlock the secrets to fostering long-term partnerships and turning satisfied clients into brand advocates. Learn how to nurture connections that extend beyond the initial sale.   💡 Why Mastering the Art of Persuasion: Unveiling Sales Tactics - Part 3? ✅ Industry-Leading Instructors: Our seasoned instructors bring a wealth of real-world experience to the table, providing insights and strategies that work in today's dynamic business landscape. ✅ Interactive Learning: Engage in practical exercises, case studies, and live simulations to reinforce your learning. This isn't just theory; it's actionable knowledge you can apply immediately. ✅ Lifetime Access: Enjoy unlimited access to course materials, updates, and a vibrant community of like-minded professionals. Stay at the forefront of sales strategies throughout your career.   🎯 Don't miss your chance to become a master persuader and elevate your sales game to new heights! Enroll now in 'Mastering the Art of Persuasion: Unveiling Sales Tactics - Part 3' and redefine your success in the world of sales. Course Curriculum Hidden Secrets Of Seles & Marketing Selling With STORIES & Using Emotional Language 00:00 How to Use The WORDS That SELL! 00:00 Endorsements - Teaching - Selling With Benefits 00:00 My Secret Selling Formula - Human Reasoning - SECRETS SELL! 00:00 More GREAT Selling/Marketing Tools, Tips & Strategies! 00:00

Mastering the Art of Persuasion: Unveiling Sales Tactics - Part 3
Delivered Online On Demand2 hours 1 minutes
£25

Data Science Projects with Python

By Nexus Human

Duration 2 Days 12 CPD hours This course is intended for If you are a data analyst, data scientist, or a business analyst who wants to get started with using Python and machine learning techniques to analyze data and predict outcomes, this book is for you. Basic knowledge of computer programming and data analytics is a must. Familiarity with mathematical concepts such as algebra and basic statistics will be useful. Overview By the end of this course, you will have the skills you need to confidently use various machine learning algorithms to perform detailed data analysis and extract meaningful insights from data. This course is designed to give you practical guidance on industry-standard data analysis and machine learning tools in Python, with the help of realistic data. The course will help you understand how you can use pandas and Matplotlib to critically examine a dataset with summary statistics and graphs, and extract the insights you seek to derive. You will continue to build on your knowledge as you learn how to prepare data and feed it to machine learning algorithms, such as regularized logistic regression and random forest, using the scikit-learn package. You?ll discover how to tune the algorithms to provide the best predictions on new and unseen data. As you delve into later sections, you?ll be able to understand the working and output of these algorithms and gain insight into not only the predictive capabilities of the models but also their reasons for making these predictions. Data Exploration and Cleaning Python and the Anaconda Package Management System Different Types of Data Science Problems Loading the Case Study Data with Jupyter and pandas Data Quality Assurance and Exploration Exploring the Financial History Features in the Dataset Activity 1: Exploring Remaining Financial Features in the Dataset Introduction to Scikit-Learn and Model Evaluation Introduction Model Performance Metrics for Binary Classification Activity 2: Performing Logistic Regression with a New Feature and Creating a Precision-Recall Curve Details of Logistic Regression and Feature Exploration Introduction Examining the Relationships between Features and the Response Univariate Feature Selection: What It Does and Doesn't Do Building Cloud-Native Applications Activity 3: Fitting a Logistic Regression Model and Directly Using the Coefficients The Bias-Variance Trade-off Introduction Estimating the Coefficients and Intercepts of Logistic Regression Cross Validation: Choosing the Regularization Parameter and Other Hyperparameters Activity 4: Cross-Validation and Feature Engineering with the Case Study Data Decision Trees and Random Forests Introduction Decision trees Random Forests: Ensembles of Decision Trees Activity 5: Cross-Validation Grid Search with Random Forest Imputation of Missing Data, Financial Analysis, and Delivery to Client Introduction Review of Modeling Results Dealing with Missing Data: Imputation Strategies Activity 6: Deriving Financial Insights Final Thoughts on Delivering the Predictive Model to the Client

Data Science Projects with Python
Delivered OnlineFlexible Dates
Price on Enquiry