Duration 4 Days 24 CPD hours This course is intended for This course is for Azure Security Engineers who are planning to take the associated certification exam, or who are performing security tasks in their day-to-day job. This course would also be helpful to an engineer that wants to specialize in providing security for Azure-based digital platforms and play an integral role in protecting an organization's data. This course provides IT Security Professionals with the knowledge and skills needed to implement security controls, maintain an organization?s security posture, and identify and remediate security vulnerabilities. This course includes security for identity and access, platform protection, data and applications, and security operations. Prerequisites AZ-104T00 - Microsoft Azure Administrator Security best practices and industry security requirements such as defense in depth, least privileged access, role-based access control, multi-factor authentication, shared responsibility, and zero trust model. Be familiar with security protocols such as Virtual Private Networks (VPN), Internet Security Protocol (IPSec), Secure Socket Layer (SSL), disk and data encryption methods. Have some experience deploying Azure workloads. This course does not cover the basics of Azure administration, instead the course content builds on that knowledge by adding security specific information. Have experience with Windows and Linux operating systems and scripting languages. Course labs may use PowerShell and the CLI. 1 - Manage identities in Microsoft Entra ID Secure users in Microsoft Entra ID Secure groups in Microsoft Entra ID Recommend when to use external identities Secure external identities Implement Microsoft Entra Identity protection 2 - Manage authentication by using Microsoft Entra ID Configure Microsoft Entra Verified ID Implement multifactor authentication (MFA) Implement passwordless authentication Implement password protection Implement single sign-on (SSO) Integrate single sign-on (SSO) and identity providers Recommend and enforce modern authentication protocols 3 - Manage authorization by using Microsoft Entra ID Configure Azure role permissions for management groups, subscriptions, resource groups, and resources Assign built-in roles in Microsoft Entra ID Assign built-in roles in Azure Create and assign a custom role in Microsoft Entra ID Implement and manage Microsoft Entra Permissions Management Configure Microsoft Entra Privileged Identity Management Configure role management and access reviews by using Microsoft Entra Identity Governance Implement Conditional Access policies 4 - Manage application access in Microsoft Entra ID Manage access to enterprise applications in Microsoft Entra ID, including OAuth permission grants Manage app registrations in Microsoft Entra ID Configure app registration permission scopes Manage app registration permission consent Manage and use service principals Manage managed identities for Azure resources Recommend when to use and configure a Microsoft Entra Application Proxy, including authentication 5 - Plan and implement security for virtual networks Plan and implement Network Security Groups (NSGs) and Application Security Groups (ASGs) Plan and implement User-Defined Routes (UDRs) Plan and implement Virtual Network peering or gateway Plan and implement Virtual Wide Area Network, including secured virtual hub Secure VPN connectivity, including point-to-site and site-to-site Implement encryption over ExpressRoute Configure firewall settings on PaaS resources Monitor network security by using Network Watcher, including NSG flow logging 6 - Plan and implement security for private access to Azure resources Plan and implement virtual network Service Endpoints Plan and implement Private Endpoints Plan and implement Private Link services Plan and implement network integration for Azure App Service and Azure Functions Plan and implement network security configurations for an App Service Environment (ASE) Plan and implement network security configurations for an Azure SQL Managed Instance 7 - Plan and implement security for public access to Azure resources Plan and implement Transport Layer Security (TLS) to applications, including Azure App Service and API Management Plan, implement, and manage an Azure Firewall, Azure Firewall Manager and firewall policies Plan and implement an Azure Application Gateway Plan and implement an Azure Front Door, including Content Delivery Network (CDN) Plan and implement a Web Application Firewall (WAF) Recommend when to use Azure DDoS Protection Standard 8 - Plan and implement advanced security for compute Plan and implement remote access to public endpoints, Azure Bastion and just-in-time (JIT) virtual machine (VM) access Configure network isolation for Azure Kubernetes Service (AKS) Secure and monitor AKS Configure authentication for AKS Configure security for Azure Container Instances (ACIs) Configure security for Azure Container Apps (ACAs) Manage access to Azure Container Registry (ACR) Configure disk encryption, Azure Disk Encryption (ADE), encryption as host, and confidential disk encryption Recommend security configurations for Azure API Management 9 - Plan and implement security for storage Configure access control for storage accounts Manage life cycle for storage account access keys Select and configure an appropriate method for access to Azure Files Select and configure an appropriate method for access to Azure Blob Storage Select and configure an appropriate method for access to Azure Tables Select and configure an appropriate method for access to Azure Queues Select and configure appropriate methods for protecting against data security threats, including soft delete, backups, versioning, and immutable storage Configure Bring your own key (BYOK) Enable double encryption at the Azure Storage infrastructure level 10 - Plan and implement security for Azure SQL Database and Azure SQL Managed Instance Enable database authentication by using Microsoft Entra ID Enable and monitor database audit Identify use cases for the Microsoft Purview governance portal Implement data classification of sensitive information by using the Microsoft Purview governance portal Plan and implement dynamic mask Implement transparent data encryption? Recommend when to use Azure SQL Database Always Encrypted 11 - Plan, implement, and manage governance for security Create, assign, and interpret security policies and initiatives in Azure Policy Configure security settings by using Azure Blueprint Deploy secure infrastructures by using a landing zone Create and configure an Azure Key Vault Recommend when to use a dedicated Hardware Security Module (HSM) Configure access to Key Vault, including vault access policies and Azure Role Based Access Control Manage certificates, secrets, and keys Configure key rotation Configure backup and recovery of certificates, secrets, and keys 12 - Manage security posture by using Microsoft Defender for Cloud Implement Microsoft Defender for Cloud Identify and remediate security risks by using the Microsoft Defender for Cloud Secure Score and Inventory Assess compliance against security frameworks and Microsoft Defender for Cloud Add industry and regulatory standards to Microsoft Defender for Cloud Add custom initiatives to Microsoft Defender for Cloud Connect hybrid cloud and multicloud environments to Microsoft Defender for Cloud Identify and monitor external assets by using Microsoft Defender External Attack Surface Management 13 - Configure and manage threat protection by using Microsoft Defender for Cloud Enable workload protection services in Microsoft Defender for Cloud, including Microsoft Defender for Storage, Databases, Containers, App Service, Key Vault, Resource Manager, and DNS Configure Microsoft Defender for Servers Configure Microsoft Defender for Azure SQL Database Manage and respond to security alerts in Microsoft Defender for Cloud Configure workflow automation by using Microsoft Defender for Cloud Evaluate vulnerability scans from Microsoft Defender for Server 14 - Configure and manage security monitoring and automation solutions Monitor security events by using Azure Monitor Configure data connectors in Microsoft Sentinel Create and customize analytics rules in Microsoft Sentinel Configure automation in Microsoft Sentinel Additional course details: Nexus Humans AZ-500T00 Microsoft Azure Security Technologies training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the AZ-500T00 Microsoft Azure Security Technologies course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.
This course first equips you with the fundamentals of Python and then progresses to teach you how to use various libraries such as NumPy, Pandas, Seaborn, Bokeh, and so on. This course contains several mini projects so that, by the end of this course, you will be equipped with the essential tools you need to become a visualization expert.
Description Hospitality Management Diploma The hospitality industry offers great potential for gaining respectful employment. The mushrooming of new hotels and resorts means that there is a plethora of opportunities in the sector. From food and beverage to front office and marketing, this course will give an introduction to all aspects of hotel management. Undergoing this Hospitality Management diploma will provide you with the necessary skills and knowledge to secure a good position in this booming industry. It will also help you develop your self-confidence and management skills. The programme has been developed in such a way that the hospitality industry and its workings can easily be understood by beginners. This programme helps the students develop the required skills that will equip them to gain respectful employment in the industry. This Hospitality Management diploma provides you with a proper introduction to the hospitality industry. Applicable to various segments such as restaurants, hotels, leisure tourism, and business travel, this course is ideal for anyone who has a passion for working in the hospitality sector. What You Will Learn 1: Introduction to hospitality industry 2: The functions and departments of a hotel 3: Housekeeping department 4: Food and beverage department 5: Classification of food service establishments 6: Food, safety and personal hygiene Course Outcomes After completing the course, you will receive a diploma certificate and an academic transcript from Elearn college. Assessment Each unit concludes with a multiple-choice examination. This exercise will help you recall the major aspects covered in the unit and help you ensure that you have not missed anything important in the unit. The results are readily available, which will help you see your mistakes and look at the topic once again. If the result is satisfactory, it is a green light for you to proceed to the next chapter. Accreditation Elearn College is a registered Ed-tech company under the UK Register of Learning( Ref No:10062668). After completing a course, you will be able to download the certificate and the transcript of the course from the website. For the learners who require a hard copy of the certificate and transcript, we will post it for them for an additional charge.
The Ultimate Python Training for Beginners is a comprehensive course divided into four sections, guiding learners through the fundamentals of Python, advanced topics, and practical applications, preparing them to become proficient Python programmers. Learning Outcomes: Understand the basics of Python programming, including expressions, variables, and essential data structures like lists, tuples, dictionaries, and sets. Develop proficiency in Python by exploring advanced concepts such as functions, loops (while and for), recursion, error handling, arrays, object-oriented programming (OOP), and file operations. Gain practical experience in data manipulation and analysis with libraries like Numpy, Pandas, Matplotlib, and Scipy, as well as learning web scraping techniques. Why buy this Ultimate Python Training for Beginners? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Ultimate Python Training for Beginners there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Ultimate Python Training for Beginners course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Ultimate Python Training for Beginners does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Ultimate Python Training for Beginners was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Ultimate Python Training for Beginners is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Section 01: Getting Started Introduction 00:02:00 Hello World! 00:08:00 Expressions & Variables 00:12:00 Practice Questions with Solutions 00:03:00 Section 02: Learners' Spot Math Functions 00:05:00 Strings in Python 00:14:00 Lists in Python 00:05:00 Tuples in Python 00:06:00 Dictionaries in Python 00:05:00 Sets in Python 00:05:00 Section 03: Marathon Journey More on Lists 00:11:00 More on Tuples 00:06:00 More on Strings 00:08:00 More in Dictionary 00:07:00 Comparing in Python 00:04:00 Conditional in Python 00:10:00 Functions in Python 00:16:00 While Loop 00:18:00 Practice Questions with Solutions 00:12:00 For Loop 00:17:00 Recursion 00:06:00 Try - Except Error Handling 00:04:00 Practice Questions with Solutions 00:12:00 Section 04: Expert Path Arrays in Python 00:06:00 OOP in Python 00:14:00 File Operation with Python 00:10:00 Numpy 00:20:00 Pandas 00:36:00 Matplotlib 00:34:00 Scipy 00:30:00 Web Scrapping 00:26:00
Enter the dynamic world of sports representation through the Sport Agent Diploma course. Navigate the fundamentals of the sports agent industry, exploring the roles and responsibilities of sports agents. Study the diverse characteristics and socioeconomic aspects of sports agents, dissect agency models and regulations, and understand the nuances of brand building and representation. Develop crucial skills in networking, sponsorship, and agency operations while learning the pathway to becoming a successful sports agent. Learning Outcomes: Gain insights into the foundations and evolution of the sports agent industry. Understand the diverse duties and functions performed by sports agents. Analyze the various characteristics and types of sports agents and their socioeconomic impact. Navigate through sports agency models and regulatory frameworks. Develop strategies for effective brand building and representation. Master networking techniques and grasp the significance of sponsorship in sports representation. Cultivate the essential skills required for successful sports agency operations. Map out the steps and requirements to become a reputable and proficient sports agent. Why buy this Sport Agent Diploma? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Sport Agent Diploma you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Sport Agent Diploma course is ideal for Individuals aspiring to pursue a career as a sports agent. Sports enthusiasts interested in the business and management side of sports. Professionals in marketing, business, or law exploring opportunities in sports representation. Athletes and former athletes seeking to transition into sports agency roles. Prerequisites This Sport Agent Diploma was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Entry-Level Sports Agent: £25,000 - £40,000 Sports Agent (Mid-Level): £40,000 - £70,000 Senior Sports Agent: £60,000 - £100,000 Sports Agency Owner: £80,000 - £150,000 Sports Agency Director: £100,000 - £200,000. Course Curriculum Module 01: Introduction to Sports Agent Industry Introduction to Sports Agent Industry 00:08:00 Sports Agent 00:12:00 Module 02: Duties and Functions of Sports Agent Duties and Responsibilities of a Sports Agent 00:08:00 Functions of a Sports Agency 00:10:00 Module 03: Characteristics, Types and Socio-Economic Aspects of Sports Agents Characteristics of a Sports Agency 00:28:00 Different Types of Sports Agents and Services 00:25:00 The Social and Economic Weight of Sports Agents 00:45:00 Module 04: Sports Agency Model and Regulations Sports Agency Model 00:20:00 Statutory and Common Law Duties on Sports Agents 00:18:00 Module 05: Representative Bodies and Brand Building Sports Agents' Representative Bodies 00:15:00 Brand Building and Management 00:06:00 Module 06: Networking, Sponsorship and Required Skills Networking and Sponsorship 00:08:00 Skills Required for Sports Agents 00:10:00 Module 07: Becoming a Sports Agent How to Become a Sports Agent 00:15:00 Assignment Assignment - Sport Agent Diploma 00:00:00
Elevate your skincare knowledge with our comprehensive course on Skincare and Skin Disease Awareness. From understanding skin structure to crafting personalized routines, delve into the science of skincare, tackle common dermatological conditions, and embrace a holistic approach for healthier, radiant skin. Uncover the secrets of effective skincare, combat aging effects, and gain insights into managing eczema, skin infections, and acne-prone skin. Join us on a journey to nurture your skin with evidence-based practices and unlock the key to lasting skin health. Enroll now for a beautiful and informed skincare experience.
Duration 5 Days 30 CPD hours This course is intended for This course is intended for individuals who are Application designers and database developers, database administrators and web server administrators. Overview Upon successful completion of this course, students will be able to work with Oracle database programming using the PL/SQL programming language. They will learn the syntax, structure and features of the language. In this course, students will learn the foundation for the programming series and the use of database-resident stored program units for Oracle 12c. Selection & Setup of the Database Interface Considering Available Tools Selecting the Appropriate Tool Oracle Net Database Connections Oracle PAAS Database Connections Setup SQL Developer Setup SQL*Plus Setup Jdeveloper About Bind & Substitution Variables Using SQL Developer Using SQL*Plus Choosing a Database Programming Language What is Database Programming? PL?SQL Performance Advantages Integration wth Other Languages PL/SQL Language Fundamentals PL/SQL Program Structure LANGUAGE SYNTAX RULES EMBEDDING SQL WRITING READABLE CODE GENERATING DATABASE OUTPUT SQL*PLUS INPUT OF A PROGRAM BLOCK Declare Section About the Declare Section DECLARE PRIMITIVE TYPES DECLARATION OPTIONS NOT NULL CONSTANT DATA DICTIONARY INTEGRATION %TYPE DECLARE SIMPLE USER---DEFINED TYPES TYPE... TABLE TYPE... RECORD EXTENDED USER---DEFINED TYPES Begin Section About the Begin Section Manipulating Program Data Logic Control & Branching GOTO LOOP IF-THEN-ELSE CASE Exception Section ABOUT THE EXCEPTION SECTION ISOLATING THE SPECIFIC EXCEPTION PRAGMA EXCEPTION_INIT SQLCODE &SQLERRM Example SQL%ROWCOUNT &SELECT...INTO Beyond the Basics: Explicit Cursors ABOUT EXPLICIT CURSORS EXTENDED CURSOR TECHNIQUES FOR UPDATE OF Clause WHERE CURRENT OF Clause Using FOR?LOOP Cursors Beyond the Basics: Nested BlocksBeyond the Basics: Declared Subprograms USING DECLARED SUBPROGRAMS DECLARED PROCEDURE DECLARED FUNCTION Introducing Databse-Resident Program Units ABOUT DATABASE---RESIDENT PROGRAMS PHYSICAL STORAGE & EXECUTION TYPES OF STORED PROGRAM UNITS STORED PROGRAM UNIT ADVANTAGES MODULAR DESIGN PRINCIPLES Creating Stored Procedures & Functions STORED PROCEDURES & FUNCTIONS CREATE PROCEDURE / CREATE FUNCTION CREATING PROCEDURES & FUNCTIONS RAISE_SALARY() Procedure SALARY_VALID() Function THE PARAMETER SPECIFICATION DEFAULT Clause SYSTEM & OBJECT PRIVILEGES USING THE DEVELOPMENT TOOLS Executing Stored Procedures & Functions CALLING PROCEDURES & FUNCTIONS UNIT TESTING WITH EXECUTE ANONYMOUS BLOCK UNIT TESTING SPECIFYING A PARAMETER NOTATION SQL WORKSHEET UNIT TESTING CALLING FUNCTIONS FROM SQL Maintaining Stored Program Units RECOMPILING PROGRAMS Mass Recompilation Using UTL_RECOMP() DROPPING PROCEDURES & FUNCTIONS DROP PROCEDURE / FUNCTION DATA DICTIONARY METADATA Using USER_OBJECTS Using USER_SOURCE Using USER_ERRORS Using USER_OBJECT_SIZE Using USER_DEPENDENCIES Managing Dependencies DEPENDENCY INTERNALS TRACKING DEPENDENCIES THE DEPENDENCY TRACKING UTILITY SQL DEVELOPER DEPENDENCY INFO DEPENDENCY STRATEGY CHECKLISTS Creating & Maintaining Packages ABOUT PACKAGES CREATING PACKAGES MAINTAINING PACKAGES PERFORMANCE CONSIDERATIONS Advanced Package Capabilities DEFINER & INVOKER RIGHTS WHITE LITS & ACCESSIBLE BY PERSISTENT GLOBAL OBJECTS DEFINING INITIALIZATION LOGIC OBJECT ORIENTATION SUPPORT Advanced Cursor Techniques USING CUSROS VARIABLES USING SYS_REFCURSOR USING CURSOR EXPRESSIONS Using System-Supplied Package DBMS_OUTPUT() UTL_FILE() FOPEN() EXAMPLE Database Trigger Concepts ABOUT DATABASE TRIGGERS DML EVENT TRIGGER SUB---TYPES DATABASE TRIGGER SCENARIO TRIGGER EXECUTION MECHANISMS TRIGGERS WITHIN SQL WORKSHEET Creating Database Triggers STATEMENT-LEVEL TRIGGERS Using RAISE_APPLICATION_ERROR() ROW---LEVEL TRIGGERS EXAMPLES OF TRIGGERS EMPLOYEE_SALARY_CHECK Example EMPLOYEE_JOURNAL Example BUDGET_EVENT Example INSTEAD OF TRIGGERS TRIGGERS WITHIN AN APPLICATION Maintaining Database Triggers CALL SYNTAX TRIGGER MAINTENANCE TASKS SHOW ERRORS TRIGGER DROP TRIGGER ALTER TRIGGER MULTIPLE TRIGGERS FOR A TABLE HANDLING MUTATING TABLE ISSUES Implementing System Event Triggers WHAT ARE SYSTEM EVENT TRIGGERS? DEFININGTHE SCOPE AVAILABLE SYSTEM EVENTS SYSTEM EVENT ATTRIBUTES Additional course details: Nexus Humans Oracle 12c PL/SQL Fundamentals training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Oracle 12c PL/SQL Fundamentals course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.
Level 4 QLS Endorsed Course | CPD Accredited | Free PDF Certificate | Lifetime Access | Tutor Support
Overview Are you ready to develop your career to the next level? Interested to kickstart a rewarding career as a warehouse manager? This Warehouse course is ideal for ambitious candidates just like you who are looking to reach the very top of their career ladder! You'll learn the functions and objectives of warehousing operations, get to know the different types of warehouses and master the art of effective warehouse management. No need for prior experience or professional background. It's high time to consider a career in warehouse management! How will I get my certificate? At the end of the course there will be a written assignment test which you can take either during or after the course. After successfully completing the test you will be able to order your certificate, these are included in the price. Who is this course for? There is no experience or previous qualifications required for enrolment on this Warehouse. It is available to all students, of all academic backgrounds. Requirements Our Warehouse is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 2 sections • 19 lectures • 07:45:00 total length •Fundamentals of Warehouse Management: 00:30:00 •Warehousing: Function, Benefits and Types of Warehousing: 00:30:00 •Core Functions Of A Warehouse Management System: 00:15:00 •Challenges Of Warehouse Management: 00:30:00 •Technology In The Warehouse: 00:45:00 •Supply Chain Management Concepts: 00:30:00 •Warehouse Management Technologies to Adopt: 00:15:00 •Order Picking in the Warehouse: 00:15:00 •Managing Warehouse Inventory: 00:15:00 •Organize the Storage of Inventory in a Warehouse: 00:15:00 •Inventory Management Techniques: 00:30:00 •Inventory Control Flow of Processing: 01:00:00 •Logistics and Supply Chain In A Warehouse: 00:30:00 •Inventory Classification In The Warehouse: 00:15:00 •The Role Of Human Resource management In A Warehouse: 00:30:00 •Warehouse Safety: 00:30:00 •Warehouse Cost Management: 00:15:00 •Improve Warehouse Efficiency and Reduce Costs: 00:15:00 •Assignment - Warehouse Management Training Level 5: 00:00:00
This Python Machine Learning online instructor led course is an excellent introduction to popular machine learning algorithms. Python Machine Learning 2-day Course Prerequisites: Basic knowledge of Python coding is a pre-requisite. Who Should Attend? This course is an overview of machine learning and machine learning algorithms in Python SciKitLearn. Practical: We cover the below listed algorithms, which is only a small collection of what is available. However, it will give you a good understanding, to plan your Machine Learning project We create, experiment and run machine learning sample code to implement a short selected but representative list of available the algorithms. Course Outline: Supervised Machine Learning: Classification Algorithms: Naive Bayes, Decision Tree, Logistic Regression, K-Nearest Neighbors, Support Vector Machine Regression Algorithms: Linear, Polynomial Unsupervised Machine Learning: Clustering Algorithms: K-means clustering, Hierarchical Clustering Dimension Reduction Algorithms: Principal Component Analysis Latent Dirichlet allocation (LDA) Association Machine Learning Algorithms: Apriori, Euclat Other machine learning Algorithms: Ensemble Methods ( Stacking, bagging, boosting ) Algorithms: Random Forest, Gradient Boosting Reinforcement learning Algorithms: Q-Learning Neural Networks and Deep Leaning Algorithms: Convolutional Network (CNN) Data Exploration and Preprocessing: The first part of a Machine Learning project understands the data and the problem at hand. Data cleaning, data transformation and data pre-processing are covered using Python functions to make data exploration and preprocessing relatively easy. What is included in this Python Machine Learning: Python Machine Learning Certificate on completion Python Machine Learning notes Practical Python Machine Learning exercises and code examples After the course, 1 free, online session for questions or revision Python Machine Learning. Max group size on this Python Machine Learning is 4. Refund Policy No Refunds