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Description: Are you interested in a career in computer science? Programming is the art of writing useful, maintainable, and extensible source codes which can be read or compiled by a computer system to perform a significant task. Take your first step towards learning core programming concepts and equip yourself with the practical knowledge and skills to resolve complicated problems. Discover all you need to know about programming language with this computer science course. By learning the correct programming theory, you will be able to analyse a problem and identify suitable solutions to those problems, which is a key part of web development. Apart from the theories of Algorithm analysis, this computer programming course also teaches the number system, arrays and their advantages, the process of analysing a problem, nodes and their Importance, and various sorting algorithms and their comparisons. There are no entry requirements for this course and you can study from the comfort of your own home. Enrol in this Diploma in Computer Science and Programming course today and learn to write code like an expert. Who is the course for? Anyone who wants to become a Good Programmer Anyone interested in the Computer Science Discipline Anyone who wants to learn how to problem solve like a Computer Scientist Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. 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 £14.99 or in PDF format at a cost of £11.99. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognised accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. 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 Kurt Anderson - Promo FREE 00:02:00 Kurt Anderson - 1 Introduction 00:01:00 Kurt Anderson - 2 Binary System 00:11:00 Analyzing Algorithms Kurt Anderson - 3 Complexity Introduction 00:02:00 Kurt Anderson - 4 Math Refresher Logarithmic Functions 00:11:00 Kurt Anderson - 5 Math Refresher Factorial Functions.TS 00:03:00 Kurt Anderson - 6 Math Refresher Algebraic Expressions.TS 00:03:00 Kurt Anderson - 7 n-notation 00:18:00 Kurt Anderson - 8 Big O 00:13:00 Kurt Anderson - 9 Big O Real World Example 00:10:00 Arrays Kurt Anderson - 10 How is Data Stored 00:09:00 Kurt Anderson - 11 Fixed Arrays 00:20:00 Kurt Anderson - 12 Circular Arrays 00:08:00 Kurt Anderson - 13 Dynamic Arrays 00:16:00 Kurt Anderson - 14 Array Review 00:08:00 Kurt Anderson - 15 Array Real World Examples 00:06:00 Linked Lists Kurt Anderson - 16 Nodes 00:04:00 Kurt Anderson - 16 Linked List 00:14:00 Kurt Anderson - 17 Linked List Run Times 00:15:00 Kurt Anderson - 18 Doubly Linked Lists 00:08:00 Kurt Anderson - 19 Tail Pointer 00:05:00 Kurt Anderson - 20 Linked List Real World Examples 00:03:00 Kurt Anderson - 21 Linked List Review 00:04:00 Stacks and Queues Kurt Anderson - 22 Stacks 00:10:00 Kurt Anderson - 20 Stack Example 00:11:00 Kurt Anderson - 23 Queues 00:09:00 Kurt Anderson - 24 Queue Examples 00:10:00 Kurt Anderson - 25 Queue and Stack Run Times 00:06:00 Kurt Anderson - 26 Stack and Queues Real World Examples 00:07:00 Sorting Algorithms Kurt Anderson - 27 Sorting Algorithm Introdcution 00:02:00 Kurt Anderson - 28 Bubble Sort 00:10:00 Kurt Anderson - 29 Selection Sort 00:10:00 Kurt Anderson - 30 Insertion Sort 00:09:00 Kurt Anderson - 31 Quick Sort 00:15:00 Kurt Anderson - 32 Quick Sort Run Times 00:10:00 Kurt Anderson - 33 Merge Sort 00:12:00 Kurt Anderson - 34 Merge Sort Run Times 00:08:00 Kurt Anderson - 35 Stable vs Nonstable 00:07:00 Kurt Anderson - 36 Sorting Algorithm Real World Examples 00:04:00 Trees Kurt Anderson - 37 Basics of Trees 00:08:00 Kurt Anderson - 38 Binary Search Tree 00:09:00 Kurt Anderson - 39 BST Run Times 00:08:00 Kurt Anderson - 40 Tree Traversals 00:13:00 Kurt Anderson - 41 Tree Real World Examples 00:05:00 Heaps Kurt Anderson - 42 Heap Introduction 00:04:00 Kurt Anderson - 43 Heap Step by Step 00:12:00 Kurt Anderson - 44 Heap Real World Examples 00:07:00 Conclusion Kurt Anderson - 45 Thank You 00:01:00 Course Certification Order Your Certificates and Transcripts 00:00:00

Medical Terminology: Medical Terminology Course Online Do you wish to begin a career in the field of medical terminology? Or do you want to improve your knowledge of medical terminology? If the answer is yes, you've found the proper site. By acquiring the skills of medical terminology: medical terminology, you will be able to provide the best results possible with the help of our extensive Medical Terminology: Medical Terminology Course. All the most recent subjects have been covered in this medical terminology: medical terminology training to keep you well-prepared for your career. An overview of medical terminology and all the essential jargon is provided at the beginning of our medical terminology: medical terminology course. In the Medical Terminology: Medical Terminology Course, you will learn various maintenance techniques for various bodily systems. You will also be able to control any common illnesses and medical disorders with this Medical Terminology: medical terminology. You will be able to maintain appropriate medical records and communication after completing this Medical Terminology: medical terminology course. So enrol now for a successful Medical Terminology: Medical Terminology Course career without any further delay! Learning Outcome of Medical Terminology: Medical Terminology Course You will be prepared to explore the many parts of the human body after taking a medical terminology course. You can become familiar with the terminology, medical equipment, and techniques used to treat the body's systems. You can better grasp common medical conditions and diseases by taking a medical terminology course. You will have medical documentation and communication skills. Recognise medical terminology and the digestive system's components. Main Course: Medical Terminology Course Free Courses included with Medical Terminology: Medical Terminology Course Course 01: Medical Receptionist Course 02: Medical Transcription Course 03: Clinical Administration Special Offers of this Medical Terminology: Medical Terminology Course: This Medical Terminology: Medical Terminology Course includes a FREE PDF Certificate. Lifetime access to this Medical Terminology: Medical Terminology Course Instant access to this Medical Terminology: Medical Terminology Course 24/7 Support Available to this Medical Terminology: Medical Terminology Course [ Note: Free PDF certificate as soon as completing Medical Terminology: Medical Terminology Course] Medical Terminology: Medical Terminology Course Online Course Curriculum of Medical Terminology Course Module 01: Introduction Module 02: Safeguarding Structure and Guidance Module 03: Recognising and Responding to Abuse Module 04: Responses Under the Safeguarding Structure Module 05: Working Together and Sharing Information Module 06: Recording Information Assessment Method of Medical Terminology Course After completing Medical Terminology: Medical Terminology Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Medical Terminology Course After completing the Medical Terminology: Medical Terminology Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99 Who is this course for? Medical Terminology: Medical Terminology Course Online Everyone is welcome to attend this Medical Terminology: Medical Terminology Course training. Requirements Medical Terminology: Medical Terminology Course Online To enrol in this Medical Terminology: Medical Terminology Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Medical Terminology: Medical Terminology Course. Be energetic and self-motivated to complete our Medical Terminology: Medical Terminology Course. Basic computer Skill is required to complete our Medical Terminology: Medical Terminology Course. If you want to enrol in our Medical Terminology: Medical Terminology Course, you must be at least 15 years old. Career path Medical Terminology: Medical Terminology Course Online Our Medical Terminology: Medical Terminology Course might help you obtain a job in this field.

Medical Transcription: Medical Transcription Course Would you wish to work in a respected field such as medical transcription? If yes, you may acquire the information and abilities needed to succeed as a medical transcriptionist by enrolling in our Medical Transcription: Medical Transcription Course on medical transcription. The Medical Transcription: Medical Transcription Course provides an attractive introduction to Medical Transcription. From the Medical Transcription course, you can learn the purpose of Medical Transcription making and how to make medical reports. This Medical Transcription teaches medical languages with other documentation preparation. Moreover, the Medical Transcription course will explain how to communicate and protect the data of medical clients. Enrol in this Medical Transcription: Medical Transcription Course to get a prestigious career ahead. Main Course: Medical Transcription Course Free Courses included with Medical Transcription: Medical Transcription Course Along with Medical Transcription Course you will get free Medical Receptionist and Secretary Along with Medical Transcription Course you will get free Office Administration Special Offers of this Medical Transcription: Medical Transcription Course; This Medical Transcription: Medical Transcription Course includes a FREE PDF Certificate. Lifetime access to this Medical Transcription: Medical Transcription Course Instant access to this Medical Transcription: Medical Transcription Course 24/7 Support Available to this Medical Transcription: Medical Transcription Course Medical Transcription: Medical Transcription Course On the very first module of the Medical Transcription course, you can get ideas of medical transcription from this introduction to Medical Transcription. Then the Medical Transcription course will teach all the WH questions of the Medical Transcription subject. This Medical Transcription also explains medical languages boot camp with other documentation preparation. Moreover, the Medical Transcription course will explain the communicate style and data protection tecniques as a medical transcription expert. Who is this course for? Medical Transcription: Medical Transcription Course This Medical Transcription training is suitable for anyone including students, job seekers or recent graduates. Requirements Medical Transcription: Medical Transcription Course To enrol in this Medical Transcription: Medical Transcription Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Medical Transcription Course Be energetic and self-motivated to complete our Medical Transcription Course Basic computer Skill is required to complete our Medical Transcription Course If you want to enrol in our Medical Transcription Course, you must be at least 15 years old. Career path Medical Transcription: Medical Transcription Course After completing this Medical Transcription course, you can get jobs like Medical Transcriptionist, Audio Typist, Medical Office Manager and many more!

Overview of Medical Terminology Training Join our Medical Terminology Training course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Medical Terminology Training course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Medical Terminology Training course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Medical Terminology Training Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Medical Terminology Training. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Medical Terminology Training course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Medical Terminology Training is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Medical Terminology Training course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Medical Terminology Training Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Module 1 : Human Body Vocabulary with Pictures Module 01: Human Body Vocabulary with Pictures 00:47:00 Module 2 : Equipment, Instruments and Lab Tests Module 02: Equipment, Instruments and Lab Tests 00:19:00 Module 3 : Acronyms and Abbreviation Module 03: Acronyms and Abbreviation 00:36:00 Module 4 : Digestive System Module 04: Digestive System 00:25:00 Module 5 : Cardiovascular System Module 05: Cardiovascular System 00:20:00 Module 6 : Blood and Immunity System Module 06: Blood and Immunity System 00:15:00 Module 7 : Respiratory System Module 07: Respiratory System 00:17:00 Module 8 : Musculoskeletal System Module 08: Musculoskeletal System 00:17:00 Module 9 : Central Nervous System Module 09: Central Nervous System 00:14:00 Assignment Assignment - Medical Terminology Training 00:00:00

Medical Transcription: Medical Transcription Training Course Online Do you want a course on Medical Transcription to keep you better prepared for your Medical Transcription profession? our course will help you on that case. On the very first module of the Medical Transcription course, you can get ideas of medical transcription from this introduction to Medical Transcription. Then the Medical Transcription course will teach all the WH questions of the Medical Transcription subject. This Medical Transcription also explains medical languages boot camp with other documentation preparation. Moreover, the Medical Transcription course will explain the communicate style and data protection tecniques as a medical transcription expert. Take the initial steps toward a successful long-term career by studying the Medical Transcription course. Special Offers of this Medical Transcription: Medical Transcription Training Course This Medical Transcription: Medical Transcription Training Course includes a FREE PDF Certificate. Lifetime access to this Medical Transcription: Medical Transcription Training Course Instant access to this Medical Transcription: Medical Transcription Training Course Get FREE Tutor Support to this Medical Transcription: Medical Transcription Training Course Medical Transcription: Medical Transcription Training Course Online An engaging introduction to medical transcription can be found in the Medical Transcription: Medical Transcription Course. You can learn how to create medical reports and the purpose of medical transcription from the Medical Transcription course. Along with other documentation preparation skills, this medical transcription program teaches medical languages. In addition, the Medical Transcription course will cover data protection and communication protocols for medical clients. Who is this course for? Medical Transcription: Medical Transcription Training Course Online Anyone may benefit from this Medical Transcription: Medical Transcription Training Course, including new grads, job seekers, and students. Requirements Medical Transcription: Medical Transcription Training Course Online To enrol in this Medical Transcription: Medical Transcription Training Course, students must fulfil the following requirements. To join in our Medical Transcription Training Course, you must have a strong command of the English language. To successfully complete our Medical Transcription Training Course, you must be vivacious and self driven. To complete our Medical Transcription: Medical Transcription Training Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Medical Transcription Course. Career path Medical Transcription: Medical Transcription Training Course Online You may work as a medical transcriptionist, audio typist, medical office manager, and many other positions after finishing this course on Medical Transcription: Medical Transcription Training Course!

Earn your"Medical Secretary Diploma and master the skills needed for a successful career in medical administration. Learn scheduling, medical records management, confidentiality, and more. Ideal for aspiring medical secretaries and healthcare professionals looking to enhance their administrative expertise. Enrol today!

Overview of Data Science & Machine Learning with Python Join our Data Science & Machine Learning with Python course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Data Science & Machine Learning with Python course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Data Science & Machine Learning with Python course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Data Science & Machine Learning with Python Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Data Science & Machine Learning with Python. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Data Science & Machine Learning with Python course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Data Science & Machine Learning with Python is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Data Science & Machine Learning with Python course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Data Science & Machine Learning with Python Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Course Overview & Table of Contents Course Overview & Table of Contents 00:09:00 Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types 00:05:00 Introduction to Machine Learning - Part 2 - Classifications and Applications Introduction to Machine Learning - Part 2 - Classifications and Applications 00:06:00 System and Environment preparation - Part 1 System and Environment preparation - Part 1 00:04:00 System and Environment preparation - Part 2 System and Environment preparation - Part 2 00:06:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 1 00:10:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 2 00:09:00 Learn Basics of python - Functions Learn Basics of python - Functions 00:04:00 Learn Basics of python - Data Structures Learn Basics of python - Data Structures 00:12:00 Learn Basics of NumPy - NumPy Array Learn Basics of NumPy - NumPy Array 00:06:00 Learn Basics of NumPy - NumPy Data Learn Basics of NumPy - NumPy Data 00:08:00 Learn Basics of NumPy - NumPy Arithmetic Learn Basics of NumPy - NumPy Arithmetic 00:04:00 Learn Basics of Matplotlib Learn Basics of Matplotlib 00:07:00 Learn Basics of Pandas - Part 1 Learn Basics of Pandas - Part 1 00:06:00 Learn Basics of Pandas - Part 2 Learn Basics of Pandas - Part 2 00:07:00 Understanding the CSV data file Understanding the CSV data file 00:09:00 Load and Read CSV data file using Python Standard Library Load and Read CSV data file using Python Standard Library 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using NumPy 00:04:00 Load and Read CSV data file using Pandas Load and Read CSV data file using Pandas 00:05:00 Dataset Summary - Peek, Dimensions and Data Types Dataset Summary - Peek, Dimensions and Data Types 00:09:00 Dataset Summary - Class Distribution and Data Summary Dataset Summary - Class Distribution and Data Summary 00:09:00 Dataset Summary - Explaining Correlation Dataset Summary - Explaining Correlation 00:11:00 Dataset Summary - Explaining Skewness - Gaussian and Normal Curve Dataset Summary - Explaining Skewness - Gaussian and Normal Curve 00:07:00 Dataset Visualization - Using Histograms Dataset Visualization - Using Histograms 00:07:00 Dataset Visualization - Using Density Plots Dataset Visualization - Using Density Plots 00:06:00 Dataset Visualization - Box and Whisker Plots Dataset Visualization - Box and Whisker Plots 00:05:00 Multivariate Dataset Visualization - Correlation Plots Multivariate Dataset Visualization - Correlation Plots 00:08:00 Multivariate Dataset Visualization - Scatter Plots Multivariate Dataset Visualization - Scatter Plots 00:05:00 Data Preparation (Pre-Processing) - Introduction Data Preparation (Pre-Processing) - Introduction 00:09:00 Data Preparation - Re-scaling Data - Part 1 Data Preparation - Re-scaling Data - Part 1 00:09:00 Data Preparation - Re-scaling Data - Part 2 Data Preparation - Re-scaling Data - Part 2 00:09:00 Data Preparation - Standardizing Data - Part 1 Data Preparation - Standardizing Data - Part 1 00:07:00 Data Preparation - Standardizing Data - Part 2 Data Preparation - Standardizing Data - Part 2 00:04:00 Data Preparation - Normalizing Data Data Preparation - Normalizing Data 00:08:00 Data Preparation - Binarizing Data Data Preparation - Binarizing Data 00:06:00 Feature Selection - Introduction Feature Selection - Introduction 00:07:00 Feature Selection - Uni-variate Part 1 - Chi-Squared Test Feature Selection - Uni-variate Part 1 - Chi-Squared Test 00:09:00 Feature Selection - Uni-variate Part 2 - Chi-Squared Test Feature Selection - Uni-variate Part 2 - Chi-Squared Test 00:10:00 Feature Selection - Recursive Feature Elimination Feature Selection - Recursive Feature Elimination 00:11:00 Feature Selection - Principal Component Analysis (PCA) Feature Selection - Principal Component Analysis (PCA) 00:09:00 Feature Selection - Feature Importance Feature Selection - Feature Importance 00:06:00 Refresher Session - The Mechanism of Re-sampling, Training and Testing Refresher Session - The Mechanism of Re-sampling, Training and Testing 00:12:00 Algorithm Evaluation Techniques - Introduction Algorithm Evaluation Techniques - Introduction 00:07:00 Algorithm Evaluation Techniques - Train and Test Set Algorithm Evaluation Techniques - Train and Test Set 00:11:00 Algorithm Evaluation Techniques - K-Fold Cross Validation Algorithm Evaluation Techniques - K-Fold Cross Validation 00:09:00 Algorithm Evaluation Techniques - Leave One Out Cross Validation Algorithm Evaluation Techniques - Leave One Out Cross Validation 00:05:00 Algorithm Evaluation Techniques - Repeated Random Test-Train Splits Algorithm Evaluation Techniques - Repeated Random Test-Train Splits 00:07:00 Algorithm Evaluation Metrics - Introduction Algorithm Evaluation Metrics - Introduction 00:09:00 Algorithm Evaluation Metrics - Classification Accuracy Algorithm Evaluation Metrics - Classification Accuracy 00:08:00 Algorithm Evaluation Metrics - Log Loss Algorithm Evaluation Metrics - Log Loss 00:03:00 Algorithm Evaluation Metrics - Area Under ROC Curve Algorithm Evaluation Metrics - Area Under ROC Curve 00:06:00 Algorithm Evaluation Metrics - Confusion Matrix Algorithm Evaluation Metrics - Confusion Matrix 00:10:00 Algorithm Evaluation Metrics - Classification Report Algorithm Evaluation Metrics - Classification Report 00:04:00 Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction 00:06:00 Algorithm Evaluation Metrics - Mean Absolute Error Algorithm Evaluation Metrics - Mean Absolute Error 00:07:00 Algorithm Evaluation Metrics - Mean Square Error Algorithm Evaluation Metrics - Mean Square Error 00:03:00 Algorithm Evaluation Metrics - R Squared Algorithm Evaluation Metrics - R Squared 00:04:00 Classification Algorithm Spot Check - Logistic Regression Classification Algorithm Spot Check - Logistic Regression 00:12:00 Classification Algorithm Spot Check - Linear Discriminant Analysis Classification Algorithm Spot Check - Linear Discriminant Analysis 00:04:00 Classification Algorithm Spot Check - K-Nearest Neighbors Classification Algorithm Spot Check - K-Nearest Neighbors 00:05:00 Classification Algorithm Spot Check - Naive Bayes Classification Algorithm Spot Check - Naive Bayes 00:04:00 Classification Algorithm Spot Check - CART Classification Algorithm Spot Check - CART 00:04:00 Classification Algorithm Spot Check - Support Vector Machines Classification Algorithm Spot Check - Support Vector Machines 00:05:00 Regression Algorithm Spot Check - Linear Regression Regression Algorithm Spot Check - Linear Regression 00:08:00 Regression Algorithm Spot Check - Ridge Regression Regression Algorithm Spot Check - Ridge Regression 00:03:00 Regression Algorithm Spot Check - Lasso Linear Regression Regression Algorithm Spot Check - Lasso Linear Regression 00:03:00 Regression Algorithm Spot Check - Elastic Net Regression Regression Algorithm Spot Check - Elastic Net Regression 00:02:00 Regression Algorithm Spot Check - K-Nearest Neighbors Regression Algorithm Spot Check - K-Nearest Neighbors 00:06:00 Regression Algorithm Spot Check - CART Regression Algorithm Spot Check - CART 00:04:00 Regression Algorithm Spot Check - Support Vector Machines (SVM) Regression Algorithm Spot Check - Support Vector Machines (SVM) 00:04:00 Compare Algorithms - Part 1 : Choosing the best Machine Learning Model Compare Algorithms - Part 1 : Choosing the best Machine Learning Model 00:09:00 Compare Algorithms - Part 2 : Choosing the best Machine Learning Model Compare Algorithms - Part 2 : Choosing the best Machine Learning Model 00:05:00 Pipelines : Data Preparation and Data Modelling Pipelines : Data Preparation and Data Modelling 00:11:00 Pipelines : Feature Selection and Data Modelling Pipelines : Feature Selection and Data Modelling 00:10:00 Performance Improvement: Ensembles - Voting Performance Improvement: Ensembles - Voting 00:07:00 Performance Improvement: Ensembles - Bagging Performance Improvement: Ensembles - Bagging 00:08:00 Performance Improvement: Ensembles - Boosting Performance Improvement: Ensembles - Boosting 00:05:00 Performance Improvement: Parameter Tuning using Grid Search Performance Improvement: Parameter Tuning using Grid Search 00:08:00 Performance Improvement: Parameter Tuning using Random Search Performance Improvement: Parameter Tuning using Random Search 00:06:00 Export, Save and Load Machine Learning Models : Pickle Export, Save and Load Machine Learning Models : Pickle 00:10:00 Export, Save and Load Machine Learning Models : Joblib Export, Save and Load Machine Learning Models : Joblib 00:06:00 Finalizing a Model - Introduction and Steps Finalizing a Model - Introduction and Steps 00:07:00 Finalizing a Classification Model - The Pima Indian Diabetes Dataset Finalizing a Classification Model - The Pima Indian Diabetes Dataset 00:07:00 Quick Session: Imbalanced Data Set - Issue Overview and Steps Quick Session: Imbalanced Data Set - Issue Overview and Steps 00:09:00 Iris Dataset : Finalizing Multi-Class Dataset Iris Dataset : Finalizing Multi-Class Dataset 00:09:00 Finalizing a Regression Model - The Boston Housing Price Dataset Finalizing a Regression Model - The Boston Housing Price Dataset 00:08:00 Real-time Predictions: Using the Pima Indian Diabetes Classification Model Real-time Predictions: Using the Pima Indian Diabetes Classification Model 00:07:00 Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset 00:03:00 Real-time Predictions: Using the Boston Housing Regression Model Real-time Predictions: Using the Boston Housing Regression Model 00:08:00 Resources Resources - Data Science & Machine Learning with Python 00:00:00

Dive into JavaScript with a focus on data visualization. Master JavaScript fundamentals, control flow, error handling, and client-side validations. Create engaging visual representations using Google Chart. Perfect for anyone looking to combine coding skills with visual analytics.

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Embark on a journey into the world of technology with Spark Generation! Learn the fundamentals of computer science, coding languages, and algorithmic thinking. Discover the logic behind programs and explore the creative potential of digital innovation.