4059 Credit courses

This course aims to provide a comprehensive understanding of the corporate governance ownership structure, the legal environment of business, and the materialistic and cultural approaches to business regulation. By the end of the course, students will be able to analyze the various dimensions of law and organizations, investigate the political, legal, and regulatory environment, and assess the impact of ownership structure on debtor/creditor relations. Additionally, students will gain insight into the different cultural perspectives on regulatory and facilitative environments and the integrative model that combines the materialistic and cultural approaches to business regulation. Ultimately, the course will equip students with the knowledge and skills to navigate contemporary business environments' complex legal and governance landscape. After the successful completion of the course, you will be able to learn about the following, Corporate Governance Ownership: Directors, Officers & Controlling Shareholders. Debtor/creditor relations. The Legal Environment of business: Constitutional basis for business Regulation Protecting a Business Organization. Law and Institutionalization. Investigate political, legal, and regulatory environment. Dimensions in analysis of law and organizations. Materialistic Approach. Materialistic perspective on facilitative/ Regulatory/Constitutive / environment. Cultural Approach: Cultural perspectives on regulatory & facilitative / regulative / Constitutive/ environment. Integrative model. The course is designed to provide students with a deep understanding of corporate governance, ownership structures, and the legal environment of business. Students will learn how to analyze the different dimensions of law and organizations, investigate the political, legal, and regulatory environment, and assess the impact of ownership structures on debtor/creditor relations. The course also aims to provide insights into the cultural perspectives on regulatory and facilitative environments and the integrative model that combines the materialistic and cultural approaches to business regulation. The course is designed to provide students with a deep understanding of corporate governance, ownership structures, and the legal environment of business. Students will learn how to analyze the different dimensions of law and organizations, investigate the political, legal, and regulatory environment, and assess the impact of ownership structures on debtor/creditor relations. The course also aims to provide insights into the cultural perspectives on regulatory and facilitative environments and the integrative model that combines the materialistic and cultural approaches to business regulation. VIDEO - Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Understanding the Governance and Legal Framework of Business Environment Self-paced pre-recorded learning content on this topic. Understanding the Governance and Legal Framework of Business Environment Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience. Corporate Governance Analyst Compliance Officer Legal Counsel Regulatory Affairs Manager Business Risk Manager Chief Governance Officer Director of Legal and Compliance Corporate Secretary Government Affairs Specialist Ethics and Compliance Specialist Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.

Establish a Connection Every Time Certification Regardless of whether a client cherishes your items or administrations, they will wonder whether or not to return on the off chance that they get helpless client care. Exhibiting appreciation and care is fundamental for building connections and making a base of faithful customers. This course will show you the fundamental standards of client support and how to place them into impact in ordinary business settings. You will figure out how to speak with clients, take care of their issues and convince them to purchase your items and administrations while staying straightforward and acting to their greatest advantage. You Will Learn: Why great client assistance can recognize you from your rivals and why the standards of client support ought to be maintained across all divisions Why you should track your clients and deals The abilities and individual credits you need to prevail in a client support job, including a decent hard working attitude and a readiness to tune in The significance of estimating consumer loyalty and why you should utilize grievances as a beginning stage for productive change Why keeping an uplifting mentality has a critical effect when serving clients Advantages of Taking This Course: On the off chance that you work in a client care job, this course will show you how to offer clients an extraordinary encounter that will encourage their devotion On the off chance that your work expects you to make attempts to sell something, this course will show you how to show up seriously persuading and assemble compatibility with customers In the event that you are keen on showcasing, this course will instruct you how tracking clients and deals made can prompt further deals This course will show you how to keep an uplifting mentality at work when managing clients, subsequently improving your work fulfillment

Cattery Business Certificate Running your own cattery is difficult work and a blessing from heaven in equivalent parts. On the off chance that you love creatures, have a weakness for cat companions and are sufficiently driven to make your own business, a cattery might be the ideal choice for you. While it is significant for you to know a great deal about cat wellbeing, prepping propensities and conduct, you likewise need to realize how to maintain a private venture. There are additionally explicit necessities that your organization should conform to, on the off chance that you need to get and effectively recharge your permit. This course goes over all you require to think about running a cattery. We start by discussing the most viable part of any new business: your financing. Then, we survey your permitting prerequisites and how you can apply. It is likewise critical to have some information about employing and preparing staff, regardless of whether you plan on keeping things little from the outset. At long last, we go over the record-keeping necessities that you should be comfortable with. You Will Learn: The particular roads you can take, to get financing for your cattery The means associated with applying for your permit, including a conversation about charges The purposes behind recruiting staff The particular focuses you should ensure that you remember for all instructional meetings Manners by which you can follow HMRC and your neighborhood authority, with regards to making and looking after records Advantages of Taking This Course: Comprehend why it is critical to find out about the business side of creature care Discover explicit spots you can go to for credits or awards In the event that you are a creature lover, get familiar with transforming that energy into a pay In the event that you have a vocation in creature care, figure out how to turn into your own chief Find out about the three key bits of creature government assistance enactment that you as a cattery proprietor ought to be comfortable with

Sage 50 Certification Level 2 The second of a 3-level accreditation program, the Sage 50 Level 2 course offers a middle of the road comprehension of this product. While finish of the Level 1 course is energetically suggested, this course can be finished by staff who as of now have a fundamental information on Sage 50. An extraordinary alternative for giving professional success openings and abilities preparing, this accreditation program centers around the conditional parts of your business, which is expected to improve recordkeeping and deals the executives. What's Covered in the Course? In this course, staff will learn: The essentials of gatherings and prepayments, including month end reports and setting up prepayments; The most effective method to set up fixed resources and figure devaluation esteems, including how to utilize an Asset Disposal Wizard, fixing mistakes and the administration of client and provider data; The most effective method to deal with buy orders, stock control and checking, including how to make, correct and erase requests and what to look like up past orders, while keep up stock levels; Step by step instructions to set item estimating, fabricate a value list and compute client limits and credits; The total deals request measure, for example, despatching a request, distributing stock and making a review trail. What are the Benefits of the Course? Here are the advantages of taking the course: Limits the requirement for bookkeepers outside of your association, saving you both time and cash; Assists your worker with progressing from manual to mechanized bookkeeping frameworks, while expanding on their expert turn of events; Can undoubtedly be finished at home or at work, at a speed that suits the requests of regular daily existence, making it helpful and simple to-follow, regardless of where your representative gets to it; Gives the necessary foundation and detail, to try learning results, and gives your representative the necessary certainty, to promptly start carrying out every module.

Achieving Sales on the Telephone Certification If you have employees who work in telesales and want to enhance their knowledge or advance their career, the Achieving Sales on the Telephone Certification course is an excellent choice. This course is presented in a detailed and engaging manner, providing comprehensive information, practical tips, and useful tools. It is completely structured to allow learners to proceed at their own pace. After completing the course, your colleagues will have acquired the necessary skills to succeed in telesales and increase sales and customer satisfaction for your business.   What's Covered in the Course? Both the student and your business will profit by abilities in the accompanying zones: What telesales is, the thing that has the effect among fruitful and inadequate telesales and the individual credits and abilities that you need, to be compelling, when selling via telephone Direction on client needs and prerequisites, what their inspirations are, when settling on buying choices, and how to gain by this, to make deals progress The significance of relational abilities and how to utilize such abilities with clients, including making your very own correspondence style What neuro-phonetic writing computer programs is and how it can uphold the telesales calling The significance of having a strong information on the items and administrations that are being sold, when working in a telesales job Manners by which to construct a decent affinity with clients and tips on conquering client concerns and grumblings, to make trust and gain rehash business Tips on the best way to adequately bring a deal to a close and keep the client returning to your business. What are the Benefits of the Course? Here are a portion of the advantages that the colleague and your business can anticipate from taking this course: Obtaining of an extensive information about telesales and how to make progress in the field Obviously organized, simple to-follow online modules, which can be learned at the representative's own speed and close by their present part, with no time limits on finishing them A various decision test toward the finish of the course, which prompts accreditation with an industry-perceived certificate, which is ideal for the individuals who wish to advance their profession in telesales

Clinical Secretary Certification For somebody who appreciates working in a clinical climate, has great hierarchical and time the board abilities and a mindful and radiant demeanor, the Medical Secretarial Certification course will give the ideal blend of particular abilities. Liable for making patient arrangements, keeping up specialists' timetables and meeting and hello patients in the specialists' medical procedures, the clinical secretary is a fundamental connection in the pattern of patient consideration. What's Covered in the Course? This course gives the information and understanding that a clinical secretary needs, to give the proper degree of help. It incorporates: The day by day obligations of a clinical secretary: the work profile and the credits required; Step by step instructions to oversee arrangement appointments, why booking is significant and setting updates; The documenting frameworks utilized in clinical practices and setting up a successful recording framework; The significance of patient secrecy and patient protection; The reason, advantages and the executives of precise and complete clinical records; Clinical language and wording; Data innovation utilized in the clinical calling, essential PC use, electronic remedies and patient enrollments; Support and capacity of clinical records; Wellbeing and security in the work environment; Clinical supplies and stock administration; Relational abilities for a successful clinical secretary; Lawful and moral issues in clinical practice; (Clinical) coding, charging and significant parts of clinical organization; Profession data and possibilities. What are the Benefits of the Course? Particular clinical secretarial abilities that are work explicit; The clinical secretary endorsement is contemplated web based utilizing any gadget (PC, PC, tablet or cell phone) with admittance to the web, empowering the staff part to concentrate from anyplace, whenever and at their own speed - there are no timetables or cutoff times. When the understudy is fulfilled that they have dominated the course material, they will finish a various decision test and, after passing it, will actually want to promptly download and print out the course authentication. All declarations are certain by businesses who can visit the course site and type in the authentication number, in to affirm the understudy's status. Simple to-learn and oversee modules, containing extensive data; Admittance to online help during the course and lifetime admittance to modules, so they can be alluded to sometime in the not too distant future.

Gathering Skills Certification The Receptionist assumes an essential part in making a positive initial feeling in any association. Great individual prepping and solid relational abilities are two credits, however this job normally consolidates various office capacities, requiring information, abilities and preparing. Performed ably, the job frequently prompts acknowledgment and advancement to places of more prominent duty. Involving 17 simple to-follow modules, the Reception Skills Certification course is intended to cover each part of being a secretary, including the assignments that an assistant should achieve, managing individuals, the business climate and the significance of prevalent verbal and composed relational abilities. What's Covered in the Course? The modules start by recognizing the various sorts of secretary and how their jobs vary. Colleagues will invest energy finding out about relational abilities, with specific accentuation on the craft of chatting on the phone and how to leave messages. Proficient and viable correspondence is a critical expertise for the assistant. The equipped assistant will figure out how to utilize a data set, as the extra room for the data that they need to monitor, just as how to make appointments and reservations (travel, inn, eatery, meeting, and so forth), which normally frames a vital piece of the work. Great hierarchical and authoritative abilities are significant viewpoints, just like the occasionally ignored lawful obligations of the job - from classification of data to wellbeing and security issues. The secretary will figure out how to run the banquet room in an expert way and how to assist their own profession with creating, from assistant to the more capable managerial positions. The course finishes with modules on collaboration - the secretary can't perform adequately, without the help of others - and the job of innovation, in giving them the instruments that they need, to manage their work. The colleague will learn: The critical jobs of a secretary; Step by step instructions to run the banquet room; Step by step instructions to successfully convey; Step by step instructions to manage organization; Step by step instructions to be a cooperative person; Step by step instructions to utilize innovation for their potential benefit; Step by step instructions to deal with data sets; Step by step instructions to make appointments and reservations; Authoritative abilities. What are the Benefits of the Course? An equipped and expert forefront presence; Simple to-follow modules, beginning to end; The capacity to work through the modules at the student's own speed and in the solace of their home; An industry-perceived testament, with full online help during the course.

Activities Management Certification Level 2 Separated into 10 exhaustive and simple to-follow modules, this course covers all that a worker requires to know in regards to activities the board. Beginning with an overall prologue to tasks the board, every module gives the specialized and administrative information and abilities important, to advance in the calling. The course is intended for individuals previously filling in as a tasks supervisor, just as the individuals who have been recognized as having the capacity to work in this field. It is especially valuable for the individuals who include past experience inside tasks and wish to move into the board. Notwithstanding, the course doesn't need past information or involvement with the area. What's Covered in the Course? A prologue to activities the board, its motivation and key standards, just as an assessment of what effective tasks the executives resembles; The specialized abilities and individual credits that you need, to turn into a decent activities administrator and how to build up your profession in the field; A meaning of production network the board and explicit data identifying with the spaces of buying and stock administration; The jobs of item advancement, plan, dissemination and showcasing in production network the executives; Instructions to guarantee quality across the various periods of activities the executives - quality principles and managing legitimate guidelines; The equals between activities the executives and task the board and the utilization of new venture systems, like Six Sigma, lean creation and consistent improvement; Viable strategies for overseeing individuals - workers, workers for hire and providers - and your lawful duties towards these gatherings; The monetary part of activities the board - cost the executives and cost decrease all through the association, in addition to a functioning information on basic monetary archives, like financial plans, accounting reports and resource registers; The significance of maintainability and harmless to the ecosystem activities and how tasks the executives can uphold this territory; Instructions to draw up a strong corporate social obligation methodology for the association; Regular explanations behind questions and manners by which to keep away from and resolve struggle. What are the Benefits of the Course? The course gives information and abilities explicit to the tasks/creation climate; Colleagues can concentrate from home, on any gadget (PC, PC, tablet or advanced mobile phone) or anyplace with a web association; The capacity to learn at a speed that is agreeable for the student and the association - there is no time limit for this course, and students may finish the course, without it meddling with their work obligations.

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

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