Overview This comprehensive course on Python for Data Analysis will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Python for Data Analysis comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Python for Data Analysis. It is available to all students, of all academic backgrounds. Requirements Our Python for Data Analysis is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 19 sections • 99 lectures • 00:08:00 total length •Welcome & Course Overview: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:37:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method ..: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00 •Resources- Python for Data Analysis: 00:00:00
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Course Curriculum Benefits of Tai Chi -2021 Updates, Build Your Own Tai Routing Courses 2021 Updates, View More Amazing Courses and Publications Improve Your Balance - 8 Easy Tai Chi Postures To Improve Your Balance SECTION 1 Posture 1-Posture 17 Introduction XJ2-01 é¢å¤å¿ Beginning Posture XJ2-02 éåæ£ç¢ I Pound Palm with Fist I XJ2-03 ææè¡£ I Grand Warding off Posture I XJ2-04 å å°åé I Pushing Hands on Empty Stance XJ2-05 åé I Single Whip I XJ2-06 æ¬æ¦è Side Backward Throwing Double Punch XJ2-07 è·æ¥æ¤å¿æ³ Leaping Step and Elbow Blocking Hit XJ2-08 è·æ¥æè¡ I Leaping and Lunge Forward With Bow Stance XJ2-09 ç è °åèæ³ Leaping and Turn Body Double Punch XJ2-10 äºç¼ç´å ¥ I Turn body with Elbow Hitting and Toe Stepping I XJ2-11 飿«æ¢ è± I Swing Body Throwing I XJ2-12 éåæ£ç¢ II Pound Palm with Fist II XJ2-13 åºèº«æ¶ Overbody Throw Posture XJ2-14 æèº«é¤ Leaping with Splitting Punch XJ2-15 æ©æ Hand Chopping Anti Locking XJ2-16 ç¿»è±èè¢ I Leaping and Turn Body Chopping I XJ2-17 æ©æè±æ³ I Cover Fist and Punch I SECTION 2 Posture 18-Posture 31 XJ2-18 飿¥æé¸¾è Leaping and Forward Elbow Strike XJ2-19 è¿æ ï¼åä¸ï¼I ï¼åè¿æï¼ Wave Hands XJ2-20 髿¢é©¬ I High Empty Stance I XJ2-21 è¿æ ï¼åä¸ï¼II ï¼åè¿æï¼ Wave hands II XJ2-22 髿¢é©¬ II High Empty Stance II XJ2-23,24,25 è¿ç¯ç® ï¼ä¸äºä¸ï¼Palm Push Hitting I, II, III XJ2-27,28,29 ç½èåä¿¡ Snake Flicks Out Tounge I,II,III XJ2-30 转身海åºç¿»è± I Turn Body with Hand Chopping Blocking I XJ2-31 æ©æè±æ¶ II Cover Fist and Punch II SECTION 3 Posture 32-Posture 50 XJ2-32 转身å å Turn Body with Grabbing Arm Wresting XJ2-33,34,35,36 裹éç® Sideway Burst Punch I, II, III, IV XJ2-37 å ½å¤´å¿ Retreating Punch XJ2-38 åæ¶å Jumping with Splitting Punch XJ2-39 ç¿»è±èè¢ II Leaping and Turn Body Chopping II XJ2-40 æ©æè±æ¶ III Cover Fist and Punch III XJ2-41 ä¼è Subdue the Tiger XJ2-42 æ¹ç红 Sweeping and Pushing Using Palm XJ2-43 å³é»é¾ä¸æ æ°´ Left Sideways Single Wave Hand XJ2-44 å·¦é»é¾ä¸æ æ°´ Right Sideway Single Wave Hand XJ2-45 左蹬è Left Side Kick XJ2-46 å³è¹¬è Right Side Kick XJ2-47 æµ·åºç¿»è± II Hand Chopping Blocking II XJ2-48 æ©æè±æ¶ IV Cover Fist and Punch IV XJ2-49 æ«å è ¿ Sweep Legs with Body Turn XJ2-50 æ©æè±æ¶ V Cover Fist and Punch V SECTION 4 Posture 51-Posture 71 XJ2-51,52 å·¦å² å³å² Left and Right Turn Body with Double Hands Punch XJ2-53 åæ Anti Grabbing with Pushing Punch XJ2-54 æµ·åºç¿»è± III Hand Chopping Blocking III XJ2-55 æ©æè±æ¶ VI Cover Fist and Punch VI XJ2-56,57 夺äºè± (ä¸, äºï¼ Sideway Pushing Punch I, II XJ2-58 è¿ç ç® Anti Grab Punches XJ2-59 çå¥³ç©¿æ¢ I Leaping While Turning Body in Air I XJ2-60 å头å½é¨ç® I Turn Back with Double Hands Punch I XJ2-61 çå¥³ç©¿æ¢ II Leaping while Turning Body in Air II XJ2-62 å头å½é¨ç® II Turn back with Double Hands Punch II XJ2-63 æèº«æ¶ Leaping with Splitting Punch XJ2-64 æé¸¾è Forward Elbow Strike and Piercing Elbow Strike XJ2-65 顺鸾è Double Elbow Back Strike XJ2-66 ç©¿å¿è Up Lifting Elbow Strike XJ2-67 çªéç® Single Splitting Punch XJ2-68 äºç¼ç´å ¥ II Turn Body with Elbow Hitting and Toe Stepping II XJ2-69 飿«æ¢ è± II Swing Boy Throwing II XJ2-70 éåæ£ç¢ III Pound Palm with Fist III XJ2-71 æ¶å¿ Ending Standing Posture Recognised Accreditation CPD Certification Service This course is accredited by continuing professional development (CPD). 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Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment To successfully complete the course, students will have to take an automated multiple-choice exam. This exam will be online and you will need to score 60% or above to pass the course. After successfully passing the exam, you will be able to apply for Quality Licence Scheme endorsed certificate of achievement. 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Study the Complete Spanish Course: Learn Spanish Language course through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the Complete Spanish Course: Learn Spanish Language course, to ensure you are supported every step of the way. Get a digital certificate as proof of your Complete Spanish Course: Learn Spanish Language course completion. Janets is one of the top online training course providers in the UK, and we want to make education accessible to everyone! Learn the essential skills you need to succeed and build a better future for yourself with the Complete Spanish Course: Learn Spanish Language course. The Complete Spanish Course: Learn Spanish Language course is designed by industry experts and is tailored to help you learn new skills with ease. The Complete Spanish Course: Learn Spanish Language is incredibly great value and allows you to study at your own pace. With full course access for one year, you can complete the Complete Spanish Course: Learn Spanish Language when it suits you. Access the Complete Spanish Course: Learn Spanish Language course modules from any internet-enabled device, including computers, tablets, and smartphones. The Complete Spanish Course: Learn Spanish Language course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the Complete Spanish Course: Learn Spanish Language now and start learning instantly! What You Get Out Of Studying Complete Spanish Course: Learn Spanish Language With Janets: Receive a digital Certificate upon successful completion of the Complete Spanish Course: Learn Spanish Language course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Description The Complete Spanish Course: Learn Spanish Language training course is delivered through Janets' online learning platform. Access the Complete Spanish Course: Learn Spanish Language content from any internet-enabled device whenever or wherever you want to. The Complete Spanish Course: Learn Spanish Language course has no formal teaching deadlines, meaning you are free to complete the course at your own pace. Method of Assessment To successfully complete the Complete Spanish Course: Learn Spanish Language course, students will have to take an automated multiple-choice exam. This exam will be online and you will need to score 60% or above to pass the Complete Spanish Course: Learn Spanish Language course. After successfully passing the Complete Spanish Course: Learn Spanish Language course exam, you will be able to apply for a CPD-accredited certificate as proof of your Complete Spanish Course: Learn Spanish Language qualification. Certification All students who successfully complete the Complete Spanish Course: Learn Spanish Language course can instantly download their digital certificate. You can also purchase a hard copy of the Complete Spanish Course: Learn Spanish Language course certificate, which will be delivered by post for £9.99. Who Is This Course For The Complete Spanish Course: Learn Spanish Language is ideal for those who already work in this sector or are an aspiring professional. This Complete Spanish Course: Learn Spanish Language course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements The Complete Spanish Course: Learn Spanish Language is open to all students and has no formal entry requirements. To study the Complete Spanish Course: Learn Spanish Language course, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. Career Path The Complete Spanish Course: Learn Spanish Language is ideal for anyone who wants to pursue their dream career in a relevant industry. Learn the skills you need to boost your CV and go after the job you want. Complete the Complete Spanish Course: Learn Spanish Language and gain an industry-recognised qualification that will help you excel in finding your ideal job. .
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With full course access for one year, you can complete the Mental Health, Schizophrenia and Anxiety Disorders when it suits you. Access the Mental Health, Schizophrenia and Anxiety Disorders course modules from any internet-enabled device, including computers, tablets, and smartphones. The Mental Health, Schizophrenia and Anxiety Disorders course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the Mental Health, Schizophrenia and Anxiety Disorders now and start learning instantly! Please note: This course only gives you the theoretical knowledge that you need to excel in this field. This Mental Health, Schizophrenia and Anxiety Disorders doesn't entitle you to practise as a professional in this specific field. What You Get Out Of Studying Mental Health, Schizophrenia and Anxiety Disorders With Janets: Receive a digital Certificate upon successful completion of the Mental Health, Schizophrenia and Anxiety Disorders course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Description The Mental Health, Schizophrenia and Anxiety Disorders training course is delivered through Janets' online learning platform. Access the Mental Health, Schizophrenia and Anxiety Disorders content from any internet-enabled device whenever or wherever you want to. The Mental Health, Schizophrenia and Anxiety Disorders course has no formal teaching deadlines, meaning you are free to complete the course at your own pace. Method of Assessment To successfully complete the Mental Health, Schizophrenia and Anxiety Disorders course, students will have to take an automated multiple-choice exam. This exam will be online and you will need to score 60% or above to pass the Mental Health, Schizophrenia and Anxiety Disorders course. After successfully passing the Mental Health, Schizophrenia and Anxiety Disorders course exam, you will be able to apply for a CPD-accredited certificate as proof of your Mental Health, Schizophrenia and Anxiety Disorders qualification. Certification All students who successfully complete the Mental Health, Schizophrenia and Anxiety Disorders course can instantly download their digital certificate. You can also purchase a hard copy of the Mental Health, Schizophrenia and Anxiety Disorders course certificate, which will be delivered by post for £9.99. Who Is This Course For: The Mental Health, Schizophrenia and Anxiety Disorders is ideal for those who already work in this sector or are an aspiring professional. This Mental Health, Schizophrenia and Anxiety Disorders course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The Mental Health, Schizophrenia and Anxiety Disorders is open to all students and has no formal entry requirements. To study the Mental Health, Schizophrenia and Anxiety Disorders course, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. Career Path: The Mental Health, Schizophrenia and Anxiety Disorders is ideal for anyone who wants to pursue their dream career in a relevant industry. Learn the skills you need to boost your CV and go after the job you want. Complete the Mental Health, Schizophrenia and Anxiety Disorders and gain an industry-recognised qualification that will help you excel in finding your ideal job.
ð Unleash the Power of Your Imagination with the Narrative Mastery Certification Course! ð Are you ready to embark on a transformative journey that will elevate your storytelling skills to new heights? Introducing the Narrative Mastery Certification Course - your gateway to becoming a master storyteller! ð Why Choose Narrative Mastery Certification? ⨠Craft Compelling Narratives: Learn the art and science behind creating narratives that captivate, inspire, and resonate with your audience. From gripping beginnings to unforgettable endings, discover the secrets to crafting stories that leave a lasting impact. ⨠Unlock Your Creative Potential: Unleash the power of your imagination! Our course provides a dynamic blend of theory and hands-on exercises designed to fuel your creativity and push the boundaries of your storytelling capabilities. ⨠Versatility Across Mediums: Whether you're a writer, filmmaker, content creator, or business professional, our comprehensive curriculum is tailored to suit various mediums. Adapt your storytelling skills to excel in any platform or industry. ⨠Guidance from Industry Experts: Benefit from the wisdom of seasoned storytellers who have excelled in their respective fields. Gain insights, tips, and tricks that will set you apart and accelerate your journey towards narrative excellence. ⨠Interactive Learning Experience: Engage in interactive sessions, peer reviews, and real-world projects that bring the learning to life. Our community-driven approach ensures you not only learn from the best but also grow alongside a network of like-minded individuals. ⨠Earn Your Narrative Mastery Certification: Upon completion of the course, you'll receive a prestigious certification that validates your expertise in narrative storytelling. Showcase your skills proudly and open doors to new opportunities in your chosen field. ð¥ Don't Miss Out - Join the Narrative Mastery Revolution Today! Invest in your future, invest in your narrative mastery! ðð⨠Course Curriculum Introduction to Storytelling Programme Overview - Storytelling 00:00 Introduction to Story and Storytelling 00:00 Foundations of Practical Storytelling Storytelling Styles 00:00 The Five Natural Storytelling Style 00:00 Understanding Audience 00:00 Deciding Which Story to Tell the Audience 00:00 Core of a Story 00:00 Setting Up Perspective 00:00 The Stories of the Audience's Potential Future 00:00 Scripting a Story The Elements and Structure of Stories 00:00 Step-by-Step Process of Weaving a Story 00:00 Techniques to Create a Breath-taking Plot 00:00 Techniques to Create a Vivid Setting 00:00 Using Anecdote 00:00 Using Analogy and Allegory 00:00 Scenic Details and Narrative Summary 00:00 Techniques to Create Characters 00:00 Storytelling - The Show Time Techniques to Start a Story 00:00 Techniques to Engage the Audience in a Story 00:00 Audience Participation 00:00 Techniques to put twists_ suspense_ and surprises in a story 00:00 Techniques to create and release tension 00:00 The World-building 00:00 Creating body details 00:00 Creating sights_ taste_ and smells in storytelling 00:00 Techniques to add humour 00:00 Making Fun of Yourself 00:00 Techniques to finish a story 00:00 Voice modulation during storytelling 00:00 Body language during storytelling 00:00 Using the Stanislavsky System 00:00 Specialized Storytelling Storytelling with data and statistics 00:00 Storytelling for Influencing People 00:00 Storytelling for Entrepreneurship and Business 00:00 Storytelling for Marketing 00:00 Brand Storytelling 00:00 Storytelling for Kids 00:00 Digital Storytelling 00:00 Visual Storytelling 00:00 Video Storytelling 00:00