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Integrating Knowledge Bases for RAGs (2026)
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 44m | Size: 103 MB​

Use LlamaIndex and Qdrant to build RAG-ready knowledge bases. Ingest documents, generate embeddings, optimize retrieval, and maintain accurate, scalable AI search across enterprise content.

What you’ll learn
Enterprise teams face a growing challenge: how to extract meaningful answers from sprawling, siloed data sources. In this course, Integrating Knowledge Bases for RAGs, you’ll gain the ability to build retrieval-augmented generation systems (RAGs) that deliver accurate, context-aware responses grounded in enterprise knowledge. First, you’ll explore how knowledge bases unify structured and unstructured data, enabling semantic search through chunking, metadata, and indexing strategies. Next, you’ll discover how large language models (LLMs) interact with vector databases like Qdrant using embeddings and retrieval configurations to optimize performance. Finally, you’ll learn how to build and evaluate a practical RAG pipeline using LlamaIndex, applying real-world techniques for preprocessing, filtering, and ranking retrieved results. When you’re finished with this course, you’ll have the skills and knowledge of enterprise-ready RAG systems needed to transform static documentation into intelligent, conversational tools.

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Integrating Knowledge Bases for RAGs

Integrate Databricks SQL with External Data Sources
Released 2/2026
Duration: | .MP4 1280×720 30 fps(r) | AAC, 48000 Hz, 2ch | 150.68 MB
Genre: eLearning | Language: English​

Bringing external data sources into one unified location is the goal of the modern data warehouse. This course will teach you how to integrate external data into Unity Catalog in Databricks for security and seamless querying for advanced analytics.

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Integrate Databricks SQL with External Data Sources

Free Download Innovative Water Flooding Strategies
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz
Language: English | Size: 798.47 MB | Duration: 1h 57m
An Overview Seminar of Innovative Water Flooding Strategies Presented by 20 Years Petroleum Engineering Expert
What you’ll learn

Understand Waterflooding Fundamentals
Waterflood Design Process
Innovative Waterflooding Techniques
Challenges in Waterflooding
Requirements
Interest in Reservoir Engineering
Interest in Oil and Gas Engineering
Description
This comprehensive seminar provides an in-depth exploration of advanced waterflooding techniques essential for sustaining reservoir production and maximizing lifecycle value. Participants will move from fundamental principles to the deployment of cutting-edge innovations used by industry leaders to overcome mature field challenges.Key Subjects & Learning ObjectivesWaterflooding Fundamentals: Understand the mechanics of secondary recovery, focusing on how water injection maintains reservoir pressure and displaces oil toward producing wells .Reservoir Evaluation and Design: Master the five-step design process, including reservoir evaluation, rate estimation, and the selection of flooding patterns like five-spot, nine-spot, or peripheral layouts .Recovery Efficiency: Learn to calculate and optimize recovery through the interplay of displacement, areal and vertical sweep efficiencies.Produced Water Management: Explore the technical Requirements for water treatment, including filtration to < 2 microns and deoxygenation to prevent formation damage.Operational Challenges: Identify and mitigate critical issues such as corrosion, scaling, and injectivity decline through chemical optimization and advanced well completions.Innovative Strategies CoveredChemical & Smart Water Enhancements: The use of adjusted salinity/pH and polymer-assisted flooding (primarily HPAM) to improve mobility ratios and stabilize flood fronts .Advanced Well Architectures: Application of horizontal injectors to increase reservoir contact area, reduce coning, and target under-swept zones .AI and Digital Transformation: Leveraging Artificial Intelligence for real-time pattern optimization and dynamic injection adjustments to balance reservoir pressure .Real-World Applications: Case studies from global operators like Saudi Aramco, Equinor, and Oxy, highlighting successes such as 45% increases in cumulative production through optimized selective completions .
Reservoir , Geologist, Petroleum Engineers, Oil and Gas Professional,Geology and Petroleum Engineering College and University Students
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Free Download Inner Silence The Antar Mauna Meditation
Published 4/2026
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 39m | Size: 687.41 MB
Release oppressive mental tensions and welcome harmony through the ancient tradition of tantra.

What you’ll learn
An authentic meditation technique to establish inner calm without suppression of inner experience
To experience greater clarity, peace and harmony.
To witness the inner workings of the mind, witnessing what is disturbing the inner peace.
To release traumatic past.
The joy of beginning a spiritual journey, under a authentic tradition.
Requirements
No prerequisites. You do not have to know anything about yoga or meditation. In fact, it would be even better if you haven’t got any prior knowledge.
Preferable to have a quiet place where you wont be disturbed for 10 to 20 minutes.
Headphones to be used for a really immersive experience.
Description
Peace, bliss, harmony.
Who can experience these states?
Nowadays most of us are struggling with our mental state.
Influenced by our conditionings and overwhelmed by the pressures of day-to-day living in today’s increasingly stressful society, most of us are full of mental tensions, which manifest as anxiety, nervousness, guilt, fear, obsessions, and sometimes, as phobias.
Some of us turn to drugs, alcohol, shopping, or superficial relationships as a temporary means of escape and solace. Some seek help from psychiatrists or psychotherapists to try to cope. If you observe, all of us are looking for some form of change; a little relief from the inner conflicts and suffering. We want to feel at ease with ourselves and experience, if not bliss, just a speck of peace and contentment. As humans, we enjoy happy thoughts and tend to push away sad or morbid thoughts.
This push results in the suppression of thoughts. Suppression causes mental blocks over time.
The suppressed thoughts remain in the subconscious mind and become the source of inner conflict and suffering.
This course will enable you to release these oppressive mental tensions and become your own psychotherapist in the process of using tantra. Tantra is an ancient tradition that encompasses every aspect of life, to achieve ultimate freedom.
The word "tantra" is derived from two root words: "tan", which means to expand consciousness, and "tra", meaning "a medium". Once you have expanded your consciousness, this paves the path for inner peace.
There are many techniques in tantra and one of the technique is Antar Mauna, which is a beautiful tantric process that directly works at the mind level. There are many misconceptions regarding tantra, but per the tradition, expansion of the consciousness using various endeavors in life is the goal.
Antar Mouna literally translates to inner peace. Peace which is attained not by suppression of an inner experience, but after harmonizing the activities of the conscious, subconscious, and unconscious mind.
Who this course is for
If you desire to get a taste of true bliss and peace within yourself.
This course is for you, if you’re new to meditation or an expert practitioner.
If you want a little respite from stress , anxiety and the hectic pace of modern life.
If you’re looking to become a better version of yourself.
If you are troubled by insomnia, fatigue or agitation

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Ingest and Write Columnar Data with Polars
.MP4, AVC, 1920×1080, 30 fps | English, AAC, 2 Ch | 1h 4m | 183 MB
Instructor: Surbhi Sharma​

What you’ll learn

Reliable data ingestion is one of the most critical and challenging aspects of building modern data pipelines. Raw files often arrive in different formats, schemas can drift, and poorly designed write patterns can break downstream analytics workflows. In this course, Ingest and Write Columnar Data with Polars, you’ll gain the ability to design reliable and scalable data ingestion workflows using Polars.

First, you’ll explore how to ingest common batch file formats such as CSV, JSON, and Parquet while defining explicit schemas and validation checks to prevent data quality issues. Next, you’ll discover how to build scalable ingestion strategies for partitioned datasets, implement incremental file discovery, and normalize raw inputs into consistent column contracts for reliable processing. Finally, you’ll learn how to write pipeline-friendly columnar outputs using formats such as Parquet, implement safe write patterns, and validate outputs to ensure downstream systems receive consistent datasets.

When you’re finished with this course, you’ll have the skills and knowledge of Polars-based data ingestion and writing techniques needed to build reliable, scalable, and analytics-ready data pipelines.

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Industrial Cloud & Distributed Cloud Services (101 Course)
Published 10/2023
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 797.55 MB | Duration: 1h 19m​

Industrial Cloud, Distributed Cloud Services, Cloud Computing, Cloud Architecture, Edge Computing, Industry 4.0, IIoT

What you’ll learn

Understand the fundamentals and key concepts of Cloud Computing.

Explore the applications and benefits of Industrial Cloud Computing in various industries.

Analyze Cloud Infrastructure and Architecture to design scalable and efficient solutions.

Evaluate the importance of Security and Compliance in the context of Industrial Cloud environments.

Examine the principles and advantages of Distributed Cloud Services.

Implement and configure Distributed Cloud Services for real-world scenarios.

Differentiate between Edge Computing and Fog Computing and their use cases.

Compare and contrast Cloud Service Providers suitable for Industrial Cloud deployments.

Investigate Industry-Specific Case Studies to learn from practical examples.

Stay updated on Future Trends and Emerging Technologies shaping the cloud industry.

Gain practical experience through Hands-on Labs and Projects related to cloud computing.

Requirements

Basic skills and Ideas of Cloud Computing

Description

Master Course in Industrial Cloud and Distributed Cloud Services (101 level) : Navigating the Future of IndustryIn the rapidly evolving landscape of industry and technology, cloud computing has emerged as a transformative force, reshaping the way businesses operate and deliver value. In particular, the Industrial Cloud and Distributed Cloud Services have become indispensable components of modern industrial processes. This master course will explore the importance of mastering this domain and highlight the key components of a comprehensive master course in Industrial Cloud and Distributed Cloud Services.The Evolution of Industrial Cloud :Industrial Cloud refers to the application of cloud computing technologies in industrial settings. It allows companies to harness the power of cloud infrastructure, data analytics, and IoT devices to streamline their operations, increase efficiency, and drive innovation. As industries become more data-driven, the role of Industrial Cloud is becoming increasingly pivotal.Distributed Cloud Services, on the other hand, are an extension of cloud computing that brings cloud resources closer to the data source. This decentralization reduces latency, enhances security, and enables real-time processing, making it ideal for applications like edge computing in industrial environments.Why Mastering Industrial Cloud and Distributed Cloud Services Matters1. Efficiency and Cost Reduction: Industrial Cloud solutions enable businesses to optimize their operations by efficiently managing resources, automating tasks, and minimizing downtime. This translates into substantial cost savings.2. Data-Driven Decision Making: Access to real-time data analytics provided by Industrial Cloud allows for data-driven decision-making, helping industries to respond swiftly to changing market conditions and customer demands.3. Scalability and Flexibility: Cloud services offer scalability to adapt to changing workloads, making them ideal for industries with fluctuating demands. This flexibility ensures businesses can grow and adapt without major infrastructure investments.4. Security: Distributed Cloud Services offer enhanced security, as data is processed closer to the source, reducing the risk of data breaches and ensuring compliance with industry-specific regulations.5. Innovation and Competitive Advantage: Those who master these technologies are better positioned to drive innovation in their industries, gaining a competitive edge.As the industrial landscape continues to evolve, mastering Industrial Cloud and Distributed Cloud Services is essential for professionals and organizations looking to thrive in this digital era. These technologies enable businesses to enhance efficiency, make informed decisions, and remain competitive. A comprehensive master course in this field equips individuals with the knowledge and skills needed to navigate the future of industry successfully. By staying ahead of the curve, you can drive innovation, reduce costs, and secure a prosperous future for your organization.In this master course, I would like to teach the 11 major topics1. Introduction to Cloud Computing2. Industrial Cloud Computing3. Cloud Infrastructure and Architecture4. Security and Compliance in Industrial Cloud5. Distributed Cloud Services6. Implementation of Distributed Cloud Services7. Edge Computing and Fog Computing8. Cloud Service Providers for Industrial Cloud9. Industry-Specific Case Studies10. Future Trends and Emerging Technologies11. Hands-on Labs and ProjectsEnroll now and learn today !

Overview

Section 1: Industrial Cloud & Distributed Cloud Services (101 Course) – Lectures

Lecture 1 Introduction to Cloud Computing

Lecture 2 Industrial Cloud Computing

Lecture 3 Cloud Infrastructure and Architecture

Lecture 4 Security and Compliance in Industrial Cloud

Lecture 5 Distributed Cloud Services

Lecture 6 Implementation of Distributed Cloud Services

Lecture 7 Edge Computing and Fog Computing

Lecture 8 Cloud Service Providers for Industrial Cloud

Lecture 9 Industry-Specific Case Studies

Lecture 10 Future Trends and Emerging Technologies

Lecture 11 Hands-on Labs and Projects

All UG and PG Information technology & Computer science Students,Interested students to learn about the concepts of Industrial Cloud & Distributed Cloud Services

Free Download Inclusive Conversations at Work Speak Up with Respect
Published 4/2026
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 46m | Size: 3.21 GB
Build psychological safety, address bias, use inclusive language, and speak up with empathy in meetings and 1:1s.

What you’ll learn
Use active listening and empathy to improve trust in meetings and 1:1 conversations.
Identify unconscious bias and common microaggressions and reduce their impact at work.
Speak up respectfully using "I" statements, open questions, and impact-over-intent framing.
Create psychological safety and brave-space ground rules for inclusive team dialogue.
Respond effectively to biased remarks as a bystander, target, or the person who misspoke.
Apply allyship and inclusive language to make everyday workplace communication more inclusive.
Requirements
There are no prerequisites for this course
Description
Have you ever been in a meeting where someone said something that felt "off," and the room went quiet? Or you wanted to speak up-but worried you’d say the wrong thing, create tension, or make it worse?
You’re not alone. Inclusive conversations are now a core workplace skill-and the stakes are high. Research consistently shows that when people feel heard and experience belonging, engagement and performance rise. And when teams avoid tough topics, mistrust grows, people disengage, and turnover increases.
That’s why this course, How to Have Inclusive Conversations at Work, is built for real life-not theory. You don’t need to be a DEI expert. You just need practical tools you can use in meetings, one-on-ones, feedback conversations, and everyday workplace moments.
In this course, you’ll learn how to
• Understand diversity, identity, and intersectionality-and why they shape workplace experiences
• Recognize unconscious bias and microaggressions (including subtle "paper cut" moments)
• Build cultural competence and cultural humility to communicate across differences
• Create psychological safety and "brave spaces" where people can speak honestly
• Listen with active listening and empathy (and manage defensiveness in tough talks)
• Speak up with respect using "I" statements, open-ended questions, and impact-focused language
• Respond to biased remarks as a bystander, a target, or the person who misspoke (call-in vs call-out)
• Practice allyship in everyday interactions-and use inclusive language that builds trust
• Apply organizational frameworks that support inclusion at scale (ERGs, leadership habits, R.A.C.E.)
You’ll also explore a real-world case study (Cisco) to see how inclusive dialogue works under pressure-how to set boundaries, keep conversations productive, and pair dialogue with accountability.
By the end, you’ll have a practical communication toolkit to help you navigate sensitive topics with clarity, empathy, and confidence-so your workplace conversations build trust, strengthen teams, and support a culture where more people feel they truly belong.
Who this course is for
Managers and team leads who run meetings, give feedback, and shape team culture
HR professionals, People Ops, and DEI practitioners supporting inclusive workplaces
Individual contributors who want to communicate more inclusively and speak up with confidence
New and aspiring leaders building psychological safety and trust on their teams
Remote, hybrid, and global teams working across cultures and communication styles
Employee Resource Group (ERG) members and allies who want practical conversation tools
Anyone navigating tough workplace topics (identity, bias, belonging) with more skill and empathy

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