10003 Courses

Discover the power of data science and machine learning with Python! Learn essential techniques, algorithms, and tools to analyze data, build predictive models, and unlock insights. Dive into hands-on projects, from data manipulation to advanced machine learning applications. Elevate your skills and unleash the potential of Python for data-driven decision-making.

All occupational health and safety practitioners (OHASPs) need to have a common core of knowledge in order to practise effectively. The NEBOSH National Diploma aims to provide the knowledge and understanding that underpins competent performance as an OHASP.

Unlock the world of web development with our comprehensive course! Whether you are a beginner or looking to enhance your coding skills, our masterclass will take you on an exciting journey. A project-based course that will help you learn and implement HTML, CSS, and JavaScript. With hands-on experience, you will design web pages, add interactive elements, and create a polished final project. Gain practical skills, optimize your coding workflow, and create professional web applications.

Description Do you want to know about the function of Microsoft SharePoint? Are you interested to be an expert in this field? Be the first and look at the MS SharePoint 2016 Site Owner course. The proper guideline for this course may assist you to reach your acme of goal. The purpose of the course is to assist students to know the key issues of MS SharePoint providing the knowledge with their role and responsibilities. It enables students to know how to add and configure sites, create libraries and lists, generate and modify views. It provides them the idea of management and creation of content, and document and helps them to know how to manage it. It enhances the students' ability to navigate the site by using web parts and working with web page along with its change of regional setting. Assessment: This course does not involve any MCQ test. Students need to answer assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Once the answers are submitted, the instructor will check and assess the work. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? MS SharePoint 2016 Site Owner is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our MS SharePoint 2016 Site Owner is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Introduction Introduction FREE 00:02:00 Role of the Site Owner Understanding the Role of the Site Owner 00:04:00 The Limitations of Folders 00:05:00 Adding and Configuring Sites Working with Collaboration Site Templates 00:02:00 Creating a Subsite with the Team Site Template 00:05:00 Creating a Subsite with the Project Site Template 00:04:00 Creating a Subsite with a Blog Site Template 00:05:00 Creating a Subsite with a Community Site Template 00:05:00 Understanding Site Settings 00:05:00 Customizing the Look of a Site 00:06:00 Changing a Site´s Title, Description, Logo, or URL 00:04:00 Creating Libraries Adding Apps 00:04:00 Creating a Document Library 00:04:00 Reviewing Library Settings 00:04:00 Switching Between the New and Classic Views 00:04:00 Creating a Picture Library 00:03:00 Deleting and Restoring a Library 00:03:00 Changing the Name of a Library or List 00:02:00 Modifying Library Versioning Options 00:04:00 Restoring a Previous Version 00:03:00 Overriding a Checked Out Document 00:03:00 Saving a Library as a Template 00:03:00 Adding Enterprise Key Words to a Library or List 00:03:00 Allowing Folder Creation in Libraries and Lists 00:02:00 Adding or Removing the Sync Library Feature 00:03:00 Using Content Approval for a Library 00:04:00 Using Content Approval with Alerts for Simple Workflows 00:06:00 Creating Lists Creating Lists 00:04:00 Reviewing List Settings 00:02:00 Deleting and Restoring a List 00:02:00 Creating a Calendar List 00:02:00 Adding or Removing the Group Calendar Option 00:02:00 Creating a Task List 00:03:00 Creating an Announcement List 00:02:00 Creating a Links List or Promoted Links List 00:04:00 Creating a Contact List 00:02:00 Creating a Survey 00:05:00 Creating an Issue Tracking List 00:03:00 Creating a List From an Excel Worksheet 00:04:00 Creating a Custom List 00:02:00 Changing a List Name or Description 00:02:00 Adding or Removing Versioning From a List 00:03:00 Adding or Disabling the Add Attachments Feature for a List 00:02:00 Adding or Removing the Quick Edit Feature for a Library or List 00:02:00 Creating and Modifying Views Changing or Modifying the List or Library Default View 00:04:00 Creating Public Views 00:06:00 Creating a Grouped Library or List View 00:05:00 Creating a Flat Library View 00:03:00 Creating and Customizing Columns Understanding SharePoint Columns 00:04:00 Adding an Existing Site Column to a Library or List 00:03:00 Creating a Site Column 00:05:00 Modifying, Renaming, or Deleting a Site Column 00:03:00 Creating a Library or List Column 00:04:00 Modifying or Renaming a List or Library Column 00:03:00 Removing a Column from a List or Library 00:03:00 Creating a Text Column 00:03:00 Creating a Choice Column 00:05:00 Creating a Number Column 00:03:00 Creating a Currency Column 00:02:00 Creating a Date and Time Column 00:03:00 Creating a Look Up Column 00:05:00 Creating a Calculated Column 00:04:00 Creating and Managing Content Types Exploring Content Types 00:03:00 Creating a Custom Content Type 00:08:00 Adding a Custom Content Type into a List or Library 00:03:00 Removing a Content Type from a Library or List 00:03:00 Creating a Document Set 00:08:00 Modifying a Content Type 00:03:00 Managing Permissions Understanding Permissions 00:05:00 Editing Permission Level Priveleges 00:04:00 Understanding Default Permission Groups 00:04:00 Viewing and Editing Group Permissions 00:04:00 Changing Permission Levels for a Group 00:02:00 Viewing, Adding, or Removing Users from a Group 00:03:00 Creating New SharePoint Groups 00:05:00 Changing a Group Name or Group Owner 00:02:00 Adding a SharePoint Group to a Site 00:03:00 Adding, Removing, or Editing Permission Levels for an Individual 00:02:00 Checking an Individuals Permission on a Site 00:02:00 Granting Access to the Site Using the Share Option 00:03:00 Changing the Default Share Group for the Site 00:02:00 Creating and Removing Unique Permissions for a Site 00:05:00 Creating and Removing Unique Permissions for a Library 00:06:00 Creating and Removing Unique Permissions for a Document or Folder 00:06:00 Enhancing the Site Working with Pages in SharePoint 00:04:00 Modifying or Adding Text to a Page 00:06:00 Understanding Web Parts or App Parts 00:09:00 Creating a Page in SharePoint 00:06:00 Adding a Page to the Quick Launch 00:03:00 Adding the Excel Web Access Web Part 00:07:00 Adding the Relevant Documents Web Part 00:04:00 Navigation and Regional Settings Changing Regional Time and Work Week Settings 00:05:00 Inheriting Top Links Navigation 00:02:00 Working with Top Links Bar 00:05:00 Working with the Quick Launch Area 00:06:00 Enabling Tree View 00:03:00 Conclusion Course Recap 00:01:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Description: Customer Service and Relation Management Diploma This Diploma in Customer Service and Relation Management aims to address the development of service industries and the need for customer-supplier relationship. This program equips one with knowledge and skills related to service marketing, customer service, customer relationship management, service design, service quality management, etc. Customer Relationship Management (CRM) is a business strategy for maximizing shareholder value through acquiring, enhancing and retaining desired customers. This course will examine the concepts, processes and technologies an organization uses to achieve superior performance through client intelligence. Aligning business activities around the client creates an opportunity to collect an extensive quantity of client-related descriptive and behavioural data, which shall be very useful. Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Customer Service and Relation Management Diploma is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience or qualification required for this course, it is available for all students from any academic background. Requirements Our Customer Service and Relation Management Diploma is fully compatible with any kind of device. Whether using a Windows computer, Mac, smartphone or tablet, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course, you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Understanding Customer Service Understanding Customer Service FREE 00:17:00 Identifying Customer Expectations 00:06:00 Providing Excellent Customer Service 00:07:00 Focusing on the Customer 00:08:00 Customer Service and the Telephone 00:08:00 Handling Complaints 00:12:00 Enduring Stress 00:13:00 Business Communication Identifying Basic Communication Techniques FREE 00:09:00 Formal and Informal Communication 00:02:00 Describing Verbal and Non-verbal Communication 00:04:00 Understanding Body Language 00:05:00 Making Effective Presentations 00:10:00 Fundamentals of Productive Meetings 00:08:00 Written Communication 00:13:00 Electronic Communication 00:19:00 Creating Graphics for Business Communication 00:04:00 Communicating Static Information 00:03:00 Communicating Dynamic Information 00:03:00 Effectively Working for Your Boss Representing Your Boss 00:06:00 Communicating Your Boss's Decisions 00:03:00 Supporting Your Boss and Colleagues 00:04:00 Building a Partnership with Your Boss 00:13:00 Identifying Goals FREE 00:10:00 Energy Distribution 00:09:00 Time Logs 00:11:00 Personal World View 00:10:00 Strengths 00:09:00 A Building Your Toolbox 00:10:00 Establishing Your Action Plan 00:11:00 Customer Service What is Customer Service? 00:15:00 Who Are Your Customers? 00:15:00 Six Critical Elements 00:30:00 Understanding Leadership 00:30:00 Five Practices of Leadership 00:45:00 Asking the Right Questions 00:15:00 Close with Vocals 00:15:00 Closing Down the Voice 00:10:00 Cold and Warm Calls 00:15:00 Developing Your Script 00:45:00 Did You Hear Me? 00:15:00 It's More Than Just a Phase 00:15:00 Negotiation Techniques 00:15:00 News from Within 00:15:00 Perfecting the Script 00:15:00 Phone Tag and Getting the Call Back 00:15:00 Sales by Phone 00:10:00 Saying No 00:05:00 Staying Out of Voice Mail Jail 00:05:00 Stress Busting 00:05:00 Taking Messages99 00:05:00 This is My Mentor 00:05:00 To Serve and Delight 00:05:00 Who are Your Customers? 00:15:00 Building the Future 00:15:00 Checklist for Success 00:15:00 Considerations in Tool Selection 00:15:00 Customer Relationship Management 00:10:00 Evaluating and Reviewing Your Program 00:15:00 Homegrown vs. Application Service Provider 00:15:00 Requirement Driven Product Selection 00:15:00 Strategies for Customer Retention 00:15:00 The Development Team 00:15:00 What CRM Is and Who It Serves 00:15:00 Customer Relationship Management Training Customer Relationship Management 00:10:00 What CRM Is and Who It Serves 00:15:00 Checklist for Success 00:15:00 Requirement Driven Product Selection 00:15:00 Considerations in Tool Selection 00:15:00 Strategies for Customer Retention 00:15:00 Building the Future 00:15:00 Homegrown vs. Application Service Provider 00:15:00 The Development Team 00:15:00 Evaluating and Reviewing Your Program 00:15:00 Relationship with Customers Good Customer Relationship - Why is it Important? 01:00:00 Understanding Your Customers 01:00:00 How to Calculate Customer's Lifetime Value 00:30:00 How to Keep Your Customers Happy? 01:00:00 How to Get Your Customers to Say 'Wow!' 01:00:00 Proven Methods of Customer Retention 01:00:00 The Art of Customer Follow-up 01:00:00 Loyalty Marketing Program 00:30:00 Promotional Items to Enhance Customer Relations 01:00:00 Handling Customer's Complaints 01:00:00 How to Deal with Difficult Customers 00:30:00 Introducing the Seven Deadly Sins of Customer Service! 01:00:00 Customer Relationship Management (CRM) Software - The Benefits 01:00:00 Choosing a CRM Program 00:30:00 Customer Service over the Phone 01:00:00 Customer Relations and Dealing Module One - Getting Started 00:30:00 Module Two - The Right Attitude Starts with You 01:00:00 Module Three - Stress Management (Internal Stressors) 01:00:00 Module Four - Stress Management (External Stressors) 00:30:00 Module Five - Transactional Analysis 01:00:00 Module Six - Why are Some Customers Difficult 01:00:00 Module Seven - Dealing with the Customer Over the Phone 01:00:00 Module Eight - Dealing with the Customer In Person 01:00:00 Module Nine - Sensitivity in Dealing with Customers 01:00:00 Module Ten - Scenarios of Dealing with a Difficult Customer 01:00:00 Module Eleven - Following up With a Customer Once You Have Addressed Their Issue 01:00:00 Module Twelve - Wrapping Up 00:30:00 Becoming A Customer Service Professional Module One - Getting Started 00:30:00 Module Two: The Importance of Safety 00:15:00 Module Three - Establishing Your Attitude 01:00:00 Module Four - Identifying and Addressing Customer Needs 01:00:00 Module Five - Generating Return Business 01:00:00 Module Six - In-Person Customer Service 01:00:00 Module Seven - Giving Customer Service over the Phone 01:00:00 Module Eight - Providing Electronic Customer Service 01:00:00 Module Nine - Recovering Difficult Customers 01:00:00 Module Ten - Understanding When to Escalate 01:00:00 Module Eleven - Ten Things You Can Do to WOW Customers Every Time 01:00:00 Module Twelve - Wrapping Up 01:00:00 Mock Exam Mock Exam - Customer Service and Relation Management Diploma 00:20:00 Final Exam Final Exam - Customer Service and Relation Management Diploma 00:20:00 Certificate & Transcript Order Your Certificates and Transcripts 00:00:00

Unlock the creative potential of generative AI while navigating ethical and legal challenges in this theory-based course. Learn the strengths and limitations of AI, from content creation to breaking through creative block, and gain insights into bias and plagiarism.

LOOKING FOR: MG, YA, ADULT FICTION, ADULT NON-FICTION, NON-FICTION FOR 7+ Megan Carroll is looking for writers in a variety of areas, and from a wide range of backgrounds – she is particularly keen to hear from Black, Asian, and LGBTQIA+ writers. Her main areas of focus this year are adult fiction and non-fiction, as well as non-fiction for 7+, and MG and YA fiction. In Fiction, Megan is keen to see high-concept love stories (think The Flat Share or The Lock In) for both commercial and reading group readers. She’d love to see those familiar romance tropes – enemies to lovers, friends to lovers, love triangles, forbidden love etc. – with underrepresented characters at the centre. She is also looking for historical fiction and gothic horror (think Laura Purcell, Stacey Halls and Silvia Moreno-Garcia) – anything that has a creepy, uneasy undertone is likely for Megan’s list. Megan is also actively looking for upmarket fiction and would love to see layered family drama, contemporary stories about life today and darkly comic novels that explore a specific time, place or experience. In Non-Fiction, Megan is keen to hear from experts in their field talking about topics relating to film, music, true crime, popular culture, history and issues from largely unrepresented perspectives. She is keen to see memoir, narrative non-fiction and essay collections. In Children’s and YA, she is keen to see contemporary YA with humour, and romance at the heart – fun and emotional stories that appeal to the interests and issues of the teenage readers. She’d also love to see thrillers and horror stories for this age group too. It’s unlikely that high fantasy novels for YA readers will be right for her, but she is keen to see stories with fantasy elements in a real world setting. On the younger end, Megan is looking for funny, contemporary middle grade – think Louise Rennison and Karen McCombie – and anything creepy and spooky for 8-12 year old readers too. She’d love to find something like Lemony Snicket’s A Series of Unfortunate Events and is keen to find original adventure stories in both fantasy and realistic settings. Megan would like you to submit a covering letter, 1 page synopsis and the first three chapters or 5,000 words of your manuscript in a single word document. (In addition to the paid sessions, Megan is kindly offering one free session for low income/under-represented writers. Please email agent121@iaminprint.co.uk to apply, outlining your case for this option which is offered at the discretion of I Am In Print).  By booking you understand you need to conduct an internet connection test with I Am In Print prior to the event. You also agree to email your material in one document to reach I Am In Print by the stated submission deadline and note that I Am In Print take no responsibility for the advice received during your agent meeting. The submission deadline is: Tuesday 16th January 2025

Learn new Android APIs such as RoomDatabase, ML Kit for face recognition, Cloud Firestore, Firebase, Maps, and the Android Studio IDE (integrated development environment)

Weight loss in medical and health context is the reduction of the total body mass because of the loss of fluid or lean mass. Weight loss is not just losing of weight but you have to consider ways of doing it. If you are someone who is into wellness, learning about weight loss management will be advantageous to you and your career. You will learn about weight loss management, wellness and fitness, and weight loss for adults and children through this course. This will help you learn the advanced methods and its possible effects for a healthier health loss program. You will learn the necessary skills, knowledge and information of weight loss programme.  Course Highlights Weight Loss Course for Nutritionist is an award winning and the best selling course that has been given the CPD Certification & IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain necessary skills to perform well in this field. We have packed Weight Loss Course for Nutritionist into 88 modules for teaching you everything you need to become successful in this profession. To provide you ease of access, this course is designed for both part-time and full-time students. You can become accredited in just 2 days, 1 hour hours and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Weight Loss Course for Nutritionist Lifetime access to the course No hidden fees or exam charges CPD Accredited certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who is this Course for? Weight Loss Course for Nutritionist is CPD certified and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds. Requirements Our Weight Loss Course for Nutritionist is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Weight Loss Management Introduction 00:30:00 Why Do You Want To Lose Weight? 01:00:00 Does Your Weight Have an Emotional Control Over You? 01:00:00 How Did You Get Here? 00:30:00 Why We Eat 00:30:00 The Diets That Lead Us Here 00:30:00 Fad Diets 01:00:00 Factors Affecting How We Lose Weight 01:00:00 How To Dump The Weight For Good This Time 00:30:00 Inches or Pounds? 00:30:00 Starting Point - The Importance Of A Goal 01:00:00 Watching What You Eat - Keeping Tabs On Those Calories What Exactly Is a Calorie? 01:00:00 Good Fat vs. Bad Fat 00:30:00 Simple Carbohydrates 00:30:00 Complex Carbohydrates 00:30:00 We Have All Of This Knowledge - Now What? 00:30:00 Getting Physical 01:00:00 Exercise And Its Far Reaching Benefits 01:00:00 Finding an exercise program that is right for you 01:00:00 Your Personal Weight Loss Plan 00:30:00 Exercise As Part Of Your Weight Loss Plan 00:30:00 Eating Plan 00:30:00 To achieve your weight loss goal 00:30:00 Conclusion 00:15:00 Weight Loss for Kids Obesity in Children Is Growing At A Frightening Fast Rate 00:30:00 The Most Powerful Breakfast for Weight Loss 00:30:00 Overweight Is Injurious To Teens and Kids 01:00:00 Obesity in Teenagers and Children Can Be the Saddest Sights 00:30:00 Tips to Help Your Child Fight Against Childhood Obesity 00:30:00 A Chapter for Your Teen - Top Tips For Weight Loss for Teens 00:30:00 A Chapter for Parents - Discover Safe and Easy Weight Loss for Teens 00:30:00 A Weight Loss Plan That Is Fun to Implement 00:30:00 Emphasis on Being Thin For Teen Girls Makes Weight Loss a Major Issue 00:30:00 Some Diet Plans for Overweight Teenage Boys 00:30:00 Snack Ideas for Kids That Won't Wreck *Mom's* Diet! 00:30:00 Biking - A Great Way to Enjoy Your Exercise 00:30:00 Exercise Anywhere With Your Bicycle - From Beaches to Mountains to Forests 00:30:00 Weight Control with Bowling Anyone? 00:30:00 Wellness and Fitness Today's Concerns about Wellness and Fitness FREE 01:00:00 The Blissful Union of Wellness and Fitness FREE 00:30:00 The Interchangeability of Wellness, Fitness and Health 00:30:00 The Quality of Life: Is Health Important? 00:30:00 Wellness Terminology 00:30:00 What Makes Us Well? 00:30:00 Wellness 00:30:00 Information on Wellness 00:30:00 How Do We Evaluate Wellness? 00:30:00 What Are Your Wellness Needs? 00:30:00 Wellness of the Body 00:30:00 Wellness of the Spirit 00:30:00 Wellness of the Mind 00:30:00 Benefits of Meditation for the Wellness of Ourselves 00:30:00 Do We Need Meditation? 00:30:00 Quiet Reflection: A B12 Shot for the Spirit? 00:30:00 Are You Well? 00:30:00 Fitness Terminology 00:15:00 Fitness 00:30:00 Information on Fitness 00:30:00 What Are Your Fitness Needs? 00:30:00 Metabolism: What Is It? 00:30:00 Metabolism for the Fit Individual 00:30:00 Metabolism: Can We Control It? 00:30:00 Obesity in Adolescents 00:30:00 Fitness of the Body 00:30:00 Fitness of the Spirit 00:30:00 Fitness of the Mind 00:30:00 Are You Fit? 00:30:00 Where You Live Affects Your Fitness 00:30:00 Fitness Centers: An Investigation 00:30:00 Does Your Income Affect Your Health? 00:30:00 What Role Does Our Intelligence Play in Our Health? 00:30:00 What Role Does Nutrition Play in Our Health? 00:30:00 Is There Health Without Water? 00:30:00 Vitamins: To Be or Not To Be? 00:30:00 How the Brain Affects Our Health 00:30:00 What Are Your Nutritional Needs? 00:30:00 Exercise and Play: What Do We Learn? 00:30:00 The Benefits of Walking 00:30:00 The Mind, Body and Soul Interconnectivity 00:30:00 Chiropractic Care: A Benefit to the Well Individual? 00:30:00 Acupuncture: A Benefit to the Well Individual? 00:30:00 The Benefits of Being Well 00:30:00 Where You Live Affects Your Wellness 00:30:00 The Benefits of Being Fit 00:30:00 Music: Our Connection to the Higher Conscious 00:30:00 The Yin and Yang of the Healthy Individual 00:30:00 Right Hand vs. Left Hand: Who's Healthier? 00:30:00 Is Your Mind Playing Tricks? 00:30:00 Mock Exam Final Exam

Overview Mastering data science skills and expertise can open new doors of opportunities for you in a wide range of fields. Learn the fundamentals and develop a solid grasp of Python data science with the comprehensive Data Science with Python course. This course is designed to assist you in securing a valuable skill set and boosting your career. This course will provide you with quality training on the fundamentals of data analysis with Python. From the step-by-step learning process, you will learn the techniques of setting up the system. Then the course will teach you Python data structure and functions. You will receive detailed lessons on NumPy, Matplotlib, and Pandas. Furthermore, you will develop the skills for Algorithm Evaluation Techniques, visualising datasets and much more. After completing the course you will receive a certificate of achievement. This certificate will help you create an impressive resume. So join today! 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? This course Data Science with Python course is ideal for beginners in data science. It will help them develop a solid grasp of Python and help them pursue their dream career in the field of data science. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush. Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst And much more! Course Curriculum 90 sections • 90 lectures • 10:19:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:04:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:06:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00