Associate Professional Risk Manager APRM Certificate


Associate Professional Risk Manager APRM Certificate
2025-02-04
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz
Language: English (US) | Size: 696.56 MB | Duration: 2h 16m​

Risks, Risk Management, Definitions and Concepts, Strategic, Financial, Operational, Compliance, and Reputation Risks

What you’ll learn
Risk Management
Introduction to Risk Management: Definitions and Concepts
Importance of Risk Management for Organisations
Types of Risks: Strategic, Financial, Operational, Compliance, and Reputational Risks
Risk Identification: Recognising and Assessing Risks
Risk Analysis Techniques
Risk Appetite and Risk Tolerance
Risk Mitigation Strategies: Avoidance, Reduction, Transfer, and Acceptance
Risk Monitoring and Control
Enterprise Risk Management (ERM): Integrated Approach to Managing Risks Across the Organisation
Risk Management Frameworks and Standards: COSO, ISO 31000

Requirements
For a better learning experience, we suggest you to use a laptop / mobile phone / pen and paper for taking notes, highlighting important points, and making summaries to reinforce your learning.

Description
Welcome to Program: Associate Professional Risk Manager (Associate PRM Certificate) by MTF InstituteCourse provided by MTF Institute of Management, Technology and FinanceMTF is the global educational and research institute with HQ at Lisbon, Portugal, focused on business & professional hybrid (on-campus and online) education at areas: Business & Administration, Science & Technology, Banking & Finance. MTF R&D center focused on research activities at areas: Artificial Intelligence, Machine Learning, Data Science, Big Data, WEB3, Blockchain, Cryptocurrency & Digital Assets, Metaverses, Digital Transformation, Fintech, Electronic Commerce, Internet of Things. MTF is the official partner of: IBM, Intel, Microsoft, member of the Portuguese Chamber of Commerce and Industry.MTF is present in 215 countries and has been chosen by more than 620 000 students.Course Authorr. Alex Amoroso is a seasoned professional with a rich background in academia and industry, specializing in research methodologies, strategy formulation, and product development. With a Doctorate Degree from the School of Social Sciences and Politics in Lisbon, Portugal, where she was awarded distinction and honour for her exemplary research, Alex Amoroso brings a wealth of knowledge and expertise to the table.In addition to her doctoral studies, Ms. Amoroso has served as an invited teacher, delivering courses on to wide range of students from undergraduate level to business students of professional and executives courses. Currently, at EIMT in Zurich, Switzerland, she lectures for doctoral students, offering advanced instruction in research design and methodologies, and in MTF Institute Ms. Amoroso is leading Product Development academical domain.In synergy between academical and business experience, Ms. Amoroso achieved high results in business career, leading R&D activities, product development, strategic development, market analysis activities in wide range of companies. She implemented the best market practices in industries from Banking and Finance, to PropTech, Consulting and Research, and Innovative Startups.Alex Amoroso’s extensive scientific production includes numerous published articles in reputable journals, as well as oral presentations and posters at international conferences. Her research findings have been presented at esteemed institutions such as the School of Political and Social Sciences and the Stressed Out Conference at UCL, among others.With a passion for interdisciplinary collaboration and a commitment to driving positive change, Alex Amoroso is dedicated to empowering learners and professionals for usage of cutting edge methodologies for achieving of excellence in global business world.Risk management is the process of identifying, assessing, and controlling potential threats to an organization. These threats, or risks, could stem from a wide variety of sources.Here are the main focuses of risk management:Identification: Finding potential risks that could affect your organization or project. This involves brainstorming, looking at past issues, and considering what might happen in the future.Assessment: Determining the likelihood of those risks happening and how severe the impact would be if they did. This helps prioritize which risks need the most attention.Control: Taking steps to reduce the likelihood of the risks happening or to minimize their impact if they do. This might involve things like putting safety procedures in place, buying insurance, or having backup plans.Why is it important?Minimizes losses: By identifying and managing risks, companies can reduce financial losses, protect their reputation, and avoid legal issues.Improves decision-making: Risk management provides a framework for making informed decisions, considering potential downsides and opportunities.Enhances resilience: It helps companies to be prepared for unexpected events and to bounce back quickly from setbacks.Increases the likelihood of success: By addressing potential problems proactively, companies can increase their chances of achieving their goals.For managers specificallyrotects their team: Managers are responsible for the safety and well-being of their team. Risk management helps them create a safe work environment and minimize potential harm.Builds trust: Employees trust managers who are prepared and take steps to protect them from risks.Improves performance: When risks are managed effectively, employees can focus on their work without worrying about potential problems.In uncertain world, risk management is more critical than ever. It’s an essential skill for companies and managers who want to thrive in the face of challenges.

Who this course is for:
No special requirements. A course for anyone who wants to build career in business and risks, Risk management is the process of identifying, assessing, and controlling potential threats to an organization. These threats, or risks, could stem from a wide variety of sources. Here are the main focuses of risk management: Identification: Finding potential risks that could affect your organization or project. This involves brainstorming, looking at past issues, and considering what might happen in the future. Assessment: Determining the likelihood of those risks happening and how severe the impact would be if they did. This helps prioritize which risks need the most attention. Control: Taking steps to reduce the likelihood of the risks happening or to minimize their impact if they do. This might involve things like putting safety procedures in place, buying insurance, or having backup plans., Why is it important? Minimizes losses: By identifying and managing risks, companies can reduce financial losses, protect their reputation, and avoid legal issues. Improves decision-making: Risk management provides a framework for making informed decisions, considering potential downsides and opportunities. Enhances resilience: It helps companies to be prepared for unexpected events and to bounce back quickly from setbacks. Increases the likelihood of success: By addressing potential problems proactively, companies can increase their chances of achieving their goals., For managers specifically: Protects their team: Managers are responsible for the safety and well-being of their team. Risk management helps them create a safe work environment and minimize potential harm. Builds trust: Employees trust managers who are prepared and take steps to protect them from risks. Improves performance: When risks are managed effectively, employees can focus on their work without worrying about potential problems. In uncertain world, risk management is more critical than ever. It’s an essential skill for companies and managers who want to thrive in the face of challenges.

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Assembly Language Programming Made Easy


Published 1/2026 Created by Danish Qadri MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz, 2 Ch Level: Beginner | Genre: eLearning | Language: English | Duration: 29 Lectures ( 2h 6m ) | Size: 777 MB​

An excellent choice for learners who wish to learn and reinforce their understanding of Assembly programming.

What you’ll learn
Master assembly instructions.
Write and run your assembly programs on Pure and VS Code i.e C language.
Apply assembly in practical real world projects.
Grasp control structures – like branches, jumps, loops, and procedures.
Perform arithmetic and logical operations.
Revise and strengthen their Assembly Language.

Requirements
No prior Assembly Language. VS Code.

Description
Assembly Language Programming Made Easy is an excellent choice for learners who wish to learn and reinforce their understanding of Assembly programming from the ground up.This course is designed to make Assembly Language simple, practical, and easy to understand-even if you have no prior experience with low-level programming. You will start with the core concepts of how computers work internally and gradually move toward writing real Assembly programs with confidence.Throughout the course, you will learn how the CPU executes instructions, how memory and registers operate, and how Assembly language interacts directly with hardware. Complex topics are explained in a step-by-step manner with clear examples, hands-on coding exercises, and practical demonstrations.By the end of the course, you will be able to write, debug, and optimize Assembly programs while gaining a deeper understanding of how software works at the machine level. This knowledge will strengthen your overall programming skills and help you excel in system programming, embedded systems, reverse engineering, and performance-critical applications.No prior assembly experience required – just basic familiarity with any programming language (like C ) and a curiosity to understand computers at a deeper level.By the end of this course, you’ll not only read and write assembly confidently, but you’ll also gain profound insights into operating systems, compilers, performance optimization, and system security. These are skills that make you stand out in fields like systems programming, game development, embedded devices, and cybersecurity.This course is perfect for:Beginners who want to learn Assembly Language from scratchStudents and computer science learnersProgrammers who want to understand low-level computing conceptsAnyone curious about how programs run inside a computerEnroll now and start mastering Assembly Language the easy way!

Who this course is for
Beginners curious. Learners who want to revise and strengthen their Assembly Language.

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Arduino meets LabVIEW Wiring, Installation & Programming


Arduino meets LabVIEW – Wiring, Installation & Programming
English | 2015 | mp4 | H264 1280×720 | AAC 2 ch | 10 hrs | 1.97 GB
eLearning, IT & Software, Hardware | Skill level: All level​

Virtualise your Arduino on PC Screen using LabVIEW

Arduino Smart Control is a course specially created for Electronic Geeks, Engineering Students & Engineers who wants to take Arduino Programming to next level.

The course lesson will explains "How to work on Arduino" by using C Language. This course will work best for you if you own an Arduino UNO. Later you will learn how to interface the Arduino with LabVIEW.

Arduino can be used in your Engineering projects, Industrial Projects or Home Automation related projects.

Why Learn Arduino?

If you an Engineering or Science student you might come across projects in which you want Physical interaction with your computer system & to display the operations on PC Screen

Arduino is one of the cost effective board you can purchase & starts programming to interact physical elements with your logic & create results the way you want.

And using LabVIEW , you can display the various process parameters like Motor Speed, LED ON/OFF Feedback, Temperature Signal & many others digital or analogue processes. Moreover, you can create unlimited Buttons, Switches & Message Box to control the Arduino

Moreover, by learning Arduino you can create Innovative Projects. You just need to THINK, WIRE & CODE.

Brief Outline:

  • High Quality Video Tutorials on Arduino Wiring (Fritzing), Arduino Programming & Interfacing with LabVIEW
  • Includes Arduino E-books & Circuit Diagrams
  • Includes LabVIEW Codes, Aps
  • Arduino Programming using C Language

Arduino used:

  • Arduino UNO
  • ATMega 328 Micro-controller
  • 14 Digital Input/ Output Pins
  • PWM Output (8 Bit)
  • 6 Analog Inputs (10 Bits)
  • USB Programmable

LabVIEW Version required: 2009 or later (We have used 2013 version in the videos)

Will you get the Certificate?
You’ll get a certificate of completion after you completed this course. Anyways in the world of web development a certificate is not as important as in other careers. Tech companies nowadays hire developers judging by their past projects, experience and skills. It’s guaranteed that no company will hire you just because you have a degree or a certificate on the wall.

For any queries & help, we are just an E-mail away!

What are the requirements?

  • Basic Knowledge of Digital Electronics
  • Arduino Board & Kit Material

What am I going to get from this course?

  • Over 89 lectures and 9.5 hours of content!
  • To Design Arduino Circuit in Fritzing
  • To Learn Arduino Programming & Interfacing
  • To Program Arduino using C Language

What is the target audience?

  • Engineering Students – Electronics, Electrical & Computer Science
  • High School Science Students
  • Electronic Geeks, Hobbiest & Art Students

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Application Security with OAuth 2.0 and OpenID Connect

Year of manufacture : 2024
Manufacturer : Udemy
Manufacturer’s website : Code:Copy to clipboard

https://www.udemy.com/course/application-security-with-oauth-2-and-openid

Author : Vardan Matevosian
Duration : ~4h14m
Type of material distributed : Video lesson
Language : En
Описание: Unlock the essentials of application security with the comprehensive online course, "Getting Started with Application Security: OAuth 2.0 & OpenID." Designed for beginners and those looking to deepen their knowledge, this course equips you with the foundational principles of OAuth 2.0 and OpenID Connect.
Who should take this course?
Developers who are integrating OAuth 2.0 and OpenID Connect into their applications and need to understand both theory and practice.
IT professionals seeking to enhance their knowledge of securing API endpoints and authentication mechanisms.
Cybersecurity students or professionals wanting to learn about modern authentication techniques and security vulnerabilities.
Beginners with no prior experience in OAuth 2.0 or OpenID who want a structured and comprehensive introduction to these technologies.
What practical skills will I gain?
You’ll take on the role of an attacker to simulate logging in as a regular user, while also learning how to prevent attackers from accessing user profiles and obtaining protected user data.
You’ll learn how to configure different OAuth 2.0 flows, including the Authorization Code Flow, Implicit Flow, Client Credentials Flow, and more.
The course provides a deep dive into understanding and using tokens (access tokens, ID tokens, and refresh tokens).
You’ll understand how to secure your applications by implementing PKCE (Proof Key for Code Exchange).
Content
04:01
05:25
The Authentication and Authorization Framework
08:57
Resource Owner Password Credentials Flow
19:11
Get an access token using Resource Owner Password Credentials flow in Postman
2 questions
Resource Owner Password Credentials flow
1 question
Implicit flow
20:55
Obtain the access token and user data using the access_token using Implicit flow
1 question
Implicit flow
1 question
11:30
Client Credentials flow
1 question
Client Credentials flow
2 questions
Authorization Code Flow
44:18
Authorization Code flow
1 question
Authorization Code flow
1 question
Authorization Code Flow with PKCE
12:34
Authorization Code flow with PKCE
1 question
Authorization Code flow with PKCE
2 questions
Acting like a hacker and preventing Authorization Code Injection
32:21
Authorization Code Injection
1 question
Authorization Code Injection
2 questions
OpenId Connect Protocol (OIDC)
17:24
Differences Between JWT and Opaque Tokens
14:15
04:35
Best Practices and additional learning resources
02:23
Example files : not provided
Video format : MP4
Video : AVC, 1280×720, 16:9, 30fps, ~800kbps
Audio : AAC, 48kHz, 128kbps, stereo

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Udemy – Application Security with OAuth 2.0 and OpenID Connect (2.07 GB)

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Application Gateway Ingress Controller (AGIC) Made Easy


Published 6/2023 Created by Andrei Barbu | Microsoft employee working daily with AKS, ACI, ACR MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 73 Lectures ( 7h 35m ) | Size: 3.46 GB​
A Comprehensive and Practical Course: Containers, K8s, Web Applications, Routing, Security, Monitoring, HA and others

What you’ll learn
Containerization, Kubernetes, AKS, Application Gateway basics
What Application Gateway Ingress Controller (AGIC) is, networking considerations, deployment methods
How to expose applications via custom domain name
AGIC routing and other AGIC-related annotations
How to create multiple types of TLS/SSL certificates and expose applications via HTTPS, using TLS/SSL termination or End-to-End TLS/SSL
AGIC-related security, including Web Application Firewall (WAF)
Other AGIC-related configurations like restricting it to specific namespaces or sharing the Application Gateway with other Azure services
How to monitor and troubleshoot the Application Gateway and its traffic
How to achieve reliability and high availability

Requirements
It is good to have basic knowledge of Containerization, Linux, Networking, Kubernetes, Azure, Application Gateway, and Azure Kubernetes Service (AKS) but I am explaining most of the concepts at specific points in the course

Description
This comprehensive course on Application Gateway Ingress Controller (AGIC) provides in-depth knowledge and hands-on experience to effectively deploy and manage web applications in Azure. You will learn the fundamentals of containers, Kubernetes, Azure Kubernetes Service (AKS), and the Azure Application Gateway, and then dive into the intricacies of AGIC setup, configuration, and advanced usage scenarios.Starting with an introduction to containers and microservices architecture, you will explore Docker, Docker Hub, and container app deployment. You will gain understanding of the Azure Application Gateway and Azure Kubernetes Service (AKS), including basic Kubernetes objects and ingress controllers.The course covers various installation methods for AGIC, networking considerations, and the deployment process using both the Greenfield and Brownfield methods, as well as the installation via AKS managed add-on or via Helm. You will learn how to configure AGIC for both public and private IPs, utilize VNET peering, scale application gateways, and manage annotations.With a focus on routing and configuration, you will discover how to implement URL/path-based routing, host multiple sites and subdomains, customize health probes, utilize cookie-based affinity and more. The course also covers SSL certificate creation or importation, security considerations, and implementing Web Application Firewall (WAF) for enhanced application protection.You will explore additional AGIC configurations and considerations, such as namespace restrictions, sharing AGIC-managed gateways with other Azure resources, and integrating multiple ingress controllers in the same AKS cluster. Monitoring and troubleshooting AGIC/Application Gateway, high availability, and using Azure Front Door for traffic routing are also covered in detail.By the end of this course, you will have the knowledge and skills to confidently deploy and manage application gateways using AGIC, leverage advanced configuration options, ensure reliability and high availability, and effectively monitor and troubleshoot your deployments.Join this course and unlock the power of Azure Application Gateway Ingress Controller (AGIC) to streamline your web application delivery!

Who this course is for
Anyone that would like to expose containerized web application running in Azure
Developers and architects interested in learning how to deploy and manage applications using AGIC
AKS/Kubernetes administrators or operators who want to understand how to integrate AGIC into their AKS/Kubernetes clusters for advanced ingress capabilities
DevOps engineers responsible for managing and optimizing application delivery in Azure Kubernetes Service (AKS) using AGIC
IT professionals interested in leveraging the benefits of Web Application Firewall (WAF) and other security features provided by AGIC in Azure
Administrators that looking to achieve high availability for their web applications
Anyone who is looking to learn a new skill

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Apple macOS and iOS System Administration (2026)


Last updated 9/2025 Created by Automata Technology,Drew W Smith MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz, 2 Ch Level: All | Genre: eLearning | Language: English + subtitle | Duration: 171 Lectures ( 17h 41m ) | Size: 8.94 GB​

Learn to install, configure, and automate the maintenance of macOS and iOS devices using modern MDM techniques.

What you’ll learn
You will learn the basics of Apple platform management including hardware troubleshooting, operating system installation, and advanced client management techniq
You will use Apple Business Manager, Apple Configurator, Apple’s VPP and Enrollment Programs to configure and mass deploy Apple devices across the enterprise.
You will learn strategies for managing thousands of iOS and macOS endpoints.
You will use an industry leading MDM solution (Mosyle) to manage the user experience on macOS and iOS devices.

Requirements
Intermediate level of experience with iOS and macOS operating systems.
Internet Access
Access to an Apple Macintosh computer that can run macOS Tahoe (26) or higher.
Access to an Apple iOS Device such as an iPad or iPhone that can run iOS/iPadOS 26 or higher.

Description
Now featuring iOS 26, iPadOS 26, and macOS 26 Tahoe! Apple macOS and iOS System Administration (2026) will teach you how to use Appleâs first party software in conjunction with the popular Mosyle MDM (Mobile Device Management) platform to manage iOS and macOS devices easily and efficiently. If you have familiarity with Apple’s operating systems from an end-user perspective but need to manage an organization of macOS or iOS endpoints, this course is for you. This course assumes no experience with system administration on Apple platforms so no prior experience is required.If you are new to system administration or just new to administrating Apple operating systems, this course will introduce you to the basic concepts of managing a handful of devices and scales to how to provide effective support to thousands of devices. The course begins by introducing the basics of Apple hardware and local system management. Tools like Apple Remote Desktop, Screen Time and Apple Configurator are used to demonstrate how to manage a small number of devices.As the course continues, you will be building a cloud-based Mobile Device Management environment using the Mosyle MDM platform. You will learn to configure over-the-air activation and device management for iPhone and iPad endpoints including device restrictions, Managed Apple Accounts, managed iOS Apps, and more. You will move on to macOS administration and learn to automate software installations, updates, and customize the user experience using configuration profiles and integrate with Identity Providers like Microsoft Entra ID for single sign-on. Taking a project-based approach, students will ‘code along’ to complete seven real-word projects utilizing a variety of the functions of the Mosyle MDM solution. From an employee "bring your own device" iPhone management to a zero-touch self-service deployment of a new MacBook to a remote employee, these projects cover many of the most in-demand skills used by Apple system administrators.Once you have completed this course, you will be fully capable of using macOS, Apple Device Enrollment, and Mosyle MDM to administer hundreds or thousands of endpoints across businesses big and small.Photo by Dmitry Chernyshov on Unsplash

Who this course is for
IT Professionals who have to manage some number of Macs or iOS devices.
Windows System Administrators who have to support Apple platforms in their environment.
Home users who have a number of Apple devices to manage and support with-in their household.

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API Security with The OWASP API Security Top 10


Released 8/2023 MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch Level: Intermediate | Genre: eLearning | Language: English + vtt | Duration: 1h 59m | Size: 243 MB​
This course will teach you about unique vulnerabilities faced by web-based APIs and the defenses you’ll need to protect them

APIs are becoming increasingly common. They’re used in everything from web applications to smart devices. The more popular they become, the more attention they attract from hackers. If you’re creating an API then you need to know how to keep it secure. In this course, API Security with the OWASP API Security Top 10, you’ll learn to identify and defend against the most common API security vulnerabilities. First, you’ll explore individual vulnerabilities and the potential problems they can cause. Next, you’ll discover how attackers find and exploit those vulnerabilities. Finally, you’ll learn how to add defenses for each vulnerability. When you’re finished with this course, you’ll have the skills and knowledge of the top 10 API vulnerabilities needed, to create a secure, resilient API.

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API Engineer: Node | Python | Django | Postman | PostgreSQL


API Engineer: Node | Python | Django | Postman | PostgreSQL
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.43 GB | Duration: 5h 29m​

Build and Test REST API’s Using: Node.js | Express.js | Python | Django | Postman | PostgreSQL | SQL | MySQL

What you’ll learn
Build a REST API with Node,Express and PostgreSQL
Build REST API with Python, Django and MySQL
Connect to database with Psql
Create database and table
Setup express server
Connect database to node
Create routes
Create endpoints
Test API with Postman
Requirements
A computer and internet access is required.
Knowledge of basic database concepts advised
Knowledge of basic programming concepts advised.
Description
API is the acronym for Application Programming Interface, which is a software intermediary that allows two applications to talk to each other. Each time you use an app like Facebook, send an instant message, or check the weather on your phone, you’re using an API.

API engineers design, develop, implement, oversee, and adapt APIs – application programming interfaces – for a number of different types of organizations in business, education, science, and other fields in which data queries are made via internet and cloud platforms.

These engineers usually develop APIs using a technology called REST. REST is an acronym for ‘representational state technology.’ Applications created using this technology are referred to as RESTful APIs. API engineers use RESTful APIs to create any number of individual applications and products for an organization. API engineers code in a number of different computer languages that are portable or non-platform dependent, such as Java, Ruby, Scala, JavaScript, as well as hypertext protocol markup language (HTML) for web pages. An API engineer will write code and incorporate existing APIs into that code, or the engineer may write an original API specific to the organization’s needs.

Because APIs serve a number of different organization types, API engineers also consult with the organization’s experts. For example, an API engineer working for a large retail chain will consult with marketing and sales to develop APIs that are specific to those fields and that particular organization. Engineers are also involved in data security and work closely with data security measures and protocols, such as user access control and token management, to protect both the organization from threats and exploits and the end users from experiencing any type of cyber attack. With cloud services rapidly rising on the internet, API engineers work to make cloud data transfers and tasks more efficient by overseeing the data warehouse as well as ensuring that background tasks perform as expected.

Who this course is for:
Beginners to API development


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Apache Spark Programming in Scala for Beginners 2026


7.39 GB | 48min 27s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English
Files Included :
FileName :1 What is Big Data and How it Started.mp4 | Size: (204.55 MB)
FileName :2 Hadoop Architecture, History and Evolution.mp4 | Size: (193.89 MB)
FileName :3 Data Lake and Lakehouse Architecture.mp4 | Size: (51.38 MB)
FileName :10 Setup Your Laptop for Spark Development.mp4 | Size: (187.49 MB)
FileName :11 Develop Spark Application on Local Machine IDE.mp4 | Size: (119.17 MB)
FileName :4 What is Apache Spark.mp4 | Size: (56.96 MB)
FileName :5 Apache Spark System Architecture.mp4 | Size: (73.12 MB)
FileName :6 Spark Platform and Development Environment.mp4 | Size: (32.7 MB)
FileName :7 What is Databricks Cloud.mp4 | Size: (61.13 MB)
FileName :8 Create your Databricks Free Account.mp4 | Size: (31.41 MB)
FileName :9 Setup your Databricks Cluster Environment.mp4 | Size: (91.97 MB)
FileName :12 Spark Connect – Remote Cluster Connection from Your IDE.mp4 | Size: (101.24 MB)
FileName :13 How to develop and Deploy Spark Applications.mp4 | Size: (63.12 MB)
FileName :14 Starting Point – Spark Session.mp4 | Size: (59.56 MB)
FileName :15 Local Spark Session.mp4 | Size: (80.95 MB)
FileName :16 Remote Spark Session.mp4 | Size: (80.96 MB)
FileName :17 Setup Project Template.mp4 | Size: (41.29 MB)
FileName :18 Dataframe – A view to Structured data.mp4 | Size: (455.34 MB)
FileName :19 Dataframe Transformations and Actions.mp4 | Size: (340.52 MB)
FileName :20 Dataframe Concepts.mp4 | Size: (154.42 MB)
FileName :21 Exploring Dataframe Transformations.mp4 | Size: (57.06 MB)
FileName :22 Creating Spark Dataframe.mp4 | Size: (387.28 MB)
FileName :23 Spark Data Types.mp4 | Size: (81.84 MB)
FileName :24 Schema on read in Spark.mp4 | Size: (339.74 MB)
FileName :25 Correcting Data Types.mp4 | Size: (236.74 MB)
FileName :26 Exploratory analysis and data type conversion.mp4 | Size: (260.96 MB)
FileName :27 Adding, Removing, and Renaming Columns.mp4 | Size: (193.65 MB)
FileName :28 Dataframe Column Expressions.mp4 | Size: (287.57 MB)
FileName :29 Filtering and removing duplicates.mp4 | Size: (118.9 MB)
FileName :30 Sorting, Limiting and Collecting.mp4 | Size: (246.24 MB)
FileName :31 Transforming Unstructured data.mp4 | Size: (347.73 MB)
FileName :32 Transforming data with LLM.mp4 | Size: (279.21 MB)
FileName :33 Working with Nulls.mp4 | Size: (149.96 MB)
FileName :34 Working with Numbers.mp4 | Size: (297.83 MB)
FileName :35 Manipulating Strings.mp4 | Size: (284.38 MB)
FileName :36 Working with Date.mp4 | Size: (395.65 MB)
FileName :37 Working with Timestamps.mp4 | Size: (184.77 MB)
FileName :38 Handling Time Zone Information.mp4 | Size: (419.16 MB)
FileName :39 Aggregating Dataframes.mp4 | Size: (97.31 MB)
FileName :40 Grouping Aggregations.mp4 | Size: (29.85 MB)
FileName :41 Windowing Aggregations.mp4 | Size: (31.26 MB)
FileName :42 Dataframe Joins and column name ambiguity.mp4 | Size: (55.41 MB)
FileName :43 Outer Joins in Dataframe.mp4 | Size: (44.64 MB)
FileName :44 Internals of Spark Join and shuffle.mp4 | Size: (71.9 MB)
FileName :45 Optimizing your joins.mp4 | Size: (44.89 MB)
FileName :46 Implementing Bucket Joins.mp4 | Size: (54.39 MB)]
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Apache Spark Core And Structured Streaming 3 0 InDepth


Apache Spark Core And Structured Streaming 3.0 In-Depth
Last updated 4/2023
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz
Language: English (US) | Size: 6.28 GB | Duration: 13h 51m​

In-Depth, Hands-On driven exposure to the features and concpets of Spark Core with tips on tuning its performance

What you’ll learn
Strong focus on the practicality by getting into hands-on mode with plentiful of examples
Develop in-depth understanding of the underlying concepts the core of Apache Spark
Know the ways to get the best performance from Spark in production
Avoid the common pitfalls when writing Spark applications
In Depth exploration of Spark Structured Streaming 3.0 using Python API.
Get introduced to Apache Kafka on a high level in the process.
Understand the nuances of Stream Processing in Apache Spark
Discover various features Spark provides out of the box for Stream Processing

Requirements
We’ll be using Python API in Spark Programming. However, we’ll explain all the programs in details but fundamental knowledge of Python will be beneficial.

Description
Apache Spark has turned out to be the most sought-after skill for any big data engineer. An evolution of MapReduce programming paradigm, Spark provides unified data processing from writing SQL to performing graph processing to implementing Machine Learning algorithms. It effectively uses cluster nodes and better memory management to spread the load across cluster of nodes to get faster results. Apache Spark drives the mission of data-driven-decision-making in thousands of organizations.In order to fairly appreciate the benefits of the libraries of Apache Spark, it is essential to know the foundations right. This course aims exactly at that part. It starts from the beginner level and gradually explains all the complex concepts in an easy to reflect manner. It gives a profound description of the features and working of the framework through 5 different use cases with detailed hands on implementations. In fact, some hands-on sessions and solutions to the use-cases are explained in a full classroom mode with videos extending over 40 mins. After taking this course, you will gain the expertise on Spark Core and usage of further libraries like Spark SQL, Structured Streaming, Spark ML and GraphX will be much easier to visualize, implement and optimize.This illustrative course will build your foundational knowledge. You will learn the differences between batch & stream processing, programming model, the APIs and the challenges specific to stream processing. Quickly we’ll move to understand the concepts of stream processing with wide varieties of examples & hands-on, dealing with inner working and taking a use case towards the end. All of this activity will be on cloud using Spark 3.0.

Who this course is for:
Data engineers and developers who wish to leverage the fast analytics using Apache Spark in production environments.

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