Model: mohitdeharkar/warp_fine_tuned_bge_m3
Author: mohitdeharkar
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:999, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:manu/bge-fr-en, base_model:finetune:manu/bge-fr-en, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: manu/bge-fr-en
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:999, loss:CosineSimilarityLoss
base_model: manu/bge-m3-custom-fr
widget: source_sentence: Marketing with TikTok
sentences: In this Specialization, we show you techniques to increase price realization and maximize profits. Learn from Boston Consulting Group's global pricing experts and University of Virginia Darden School of Business faculty, who share the frameworks, tips and tools we use in our business and research environments. We will look at pricing through BCG's proprietary and time-tested three “lenses”—cost and economics, customer value, and competition—to build your understanding of the strategic power of pricing. You’ll leave the Specialization with a portfolio-building presentation that demonstrates your ability to price strategically.
Applied Learning Project
Utilizing the concepts, tools and techniques taught in each course—from basic techniques of economics to knowledge of customer segments, willingness to pay, and customer decision making to analysis of market prices, share, and industry dynamics—you will practice setting profit maximizing prices to improve price realization in a variety of real-world scenarios. 
 Beginner, This program is for anyone asking, “Is TikTok right for my business?” In the first course, Understanding TikTok and Its Users, you’ll be introduced to the TikTok platform, including who’s on it and what they’re creating. Then in the second course, Marketing on TikTok, you'll learn how businesses use TikTok, how they tailor content to the platform, and how they find an audience. In the final course, Advertising and E-commerce on TikTok, you’ll learn how to create a marketing strategy for TikTok, how to create advertising campaigns, how to promote and sell products via organic and e-commerce channels like Shopify, and how to use analytics to inform future marketing strategies. Throughout the program, you will have the chance to create your own videos, as well as engage with what other businesses are doing by studying various TikTok accounts in order to get inspiration and insight for your own future interactions with TikTok.
By the end of this program, you will be able to: 
Create fun and engaging TikTok videos
Understand how TikTok fits into your business’s marketing strategy
Articulate how a number of different businesses use TikTok
Create original content using hashtags, trends, filters, and more
Build and maintain a brand presence on TikTok
Create a content calendar
Utilize TikTok Ads Manager to create and execute a campaign
Set up e-commerce integration into your TikTok account
Analyze data from your efforts to inform your future content strategy

Applied Learning Project
Learners will practice creating advertisements on TikTok through guided simulations. These simulations recreate the TikTok advertising platform and allow learners to engage with the platform in a practice environment before creating ads with their own accounts.
 Beginner, In this course, you will explore the foundations upon which modern-day ESG was built, how market forces react to ESG, and ways to create and maintain value using ESG investment strategies. You will also learn about the five pathways of materiality, and how those interplay with or against ESG performance.
You will examine the many challenges that corporations face when it comes to leveraging ESG investing into their portfolios, and how the changing landscape of ESG is making this an area of untapped potential when it comes to the financial workings of businesses today. You'll also learn from real-life case studies how you can assess risk, create better risk management policy, and build a map to identify valuable areas of opportunity and create better decision-making approaches. Lastly, you will look at portfolio optimization and the utilization of ESG factors to maximize returns in addition to examining different funds, their fee structures, and how investors can blend ESG into their investment portfolio.

By the end of this course, you will know the best practices for creating a solid risk management plan and how to create a culture that is sensitive to ESG. You will better understand the history and framework behind ESG, and how to create a path forward using smarter methods to identify risk, navigate ESG issues, and reach ESG investing goals.
 Intermediate, source_sentence: AWS Cloud Technical Essentials
sentences: Are you in a technical role and want to learn the fundamentals of AWS? Do you aspire to have a job or career as a cloud developer, architect, or in an operations role? If so, AWS Cloud Technical Essentials is an ideal way to start. This course was designed for those at the beginning of their cloud-learning journey - no prior knowledge of cloud computing or AWS products and services required!
Throughout the course, students will build highly available, scalable, and cost effective application step-by-step. Upon course completion, you will be able to make an informed decision about when and how to apply core AWS services for compute, storage, and database to different use cases. You’ll also learn about cloud security with a review of AWS' shared responsibility model and an introduction to AWS Identity and Access Management (IAM). And, you’ll know how AWS services can be used to monitor and optimize infrastructure in the cloud.

AWS Cloud Technical Essentials is a fundamental-level course and will build your competence, confidence, and credibility with practical cloud skills that help you innovate and advance your professional future. Enroll in AWS Cloud Technical Essentials and start learning the technical fundamentals of AWS today!

Note: This course was designed for learners with a technical background. If you are new to the cloud or come from a business background, we recommend completing AWS Cloud Practitioner Essentials (https://www.coursera.org/learn/aws-cloud-practitioner-essentials) before enrolling in this course.
 Beginner, In a 2018 survey of businesses, Buffer found that only 29% had effective social media marketing programs.    A recent survey of consumers by Tomoson found 92% of consumers trust recommendations from other people over brand content, 70% found consumer reviews to be their second most trusted source, 47% read blogs developed by influencers and experts to discover new trends and new ideas and 35% used blogs to discover new products and services.  Also, 20% of women who used social considered products promoted by bloggers they knew.   Today, businesses and consumers use social media to make their purchase decisions.
Created in 2014, this Specialization is updated every quarter to ensure you are receiving the most up-to-date training.  The Social Media Marketing Specialization is designed to achieve two objectives.  It gives you the social analytics tools, and training to help you become an influencer on social media.  The course also gives you the knowledge and resources to build a complete social media marketing strategy – from consumer insights to final justification metrics.  In each course, you will also receive special toolkits with timely information & when you pay for the Capstone, you receive a market planning toolkit.
Each of the individual courses can be audited for free. To see more, visit each course: 1-What is Social?Opens in a new tab, 2-The Importance of ListeningOpens in a new tab, 3-Engagement & Nurture Marketing StrategiesOpens in a new tab, 4-Content, Advertising & Social IMCOpens in a new tab, 5-The Business of SocialOpens in a new tab.
 Beginner, This specialization will provide learners with the fundamentals and history of ESG investing, and a close examination of the set of investment approaches that are informed by environmental, social and, governance factors. You'll about the five pathways of materiality, and how those interplay with or against ESG performance. You'll review the concepts of positive and negative screening and identify the ESG factors that cause investors to divest from or negatively screen certain assets. 
Next, you'll review private environmental governance, the active role that private companies are playing in combating climate change, and the parallels between the public and private sectors. Lastly, you'll evaluate the effectiveness of corporate authenticity and the impacts of politics when building corporate ESG policy, and the importance of creating independent Directors to maintain neutrality and protect stakeholder interests. 
By the end of this specialization, you will know the best practices for creating a solid risk management plan, analyzed the complex indexing and measurement techniques employed in the ESG space, examined climate disclosures and implementation of climate solutions, and how social activism affects the corporate world in the 21st century. 
Applied Learning Project
Each course module in this Specialization culminates in an assessment. These assessments are designed to check learners' knowledge and to provide an opportunity for learners to apply course concepts such as investment analytics, indexing tools, and critical analysis of ESG policies, activism, and greenwashing.
The assessments will be cumulative and cover the fundamentals of ESG investing, public and private governance, and sustainability factors that will allow you to build a diverse and risk-resilient ESG portfolio.
 Beginner, source_sentence: Six Sigma Yellow Belt
sentences: This specialization gives current or aspiring IT professionals an overview of the features, benefits, and capabilities of Amazon Web Services (AWS). As you proceed through these four interconnected courses, you will gain a more vivid understanding of core AWS services, key AWS security concepts, strategies for migrating from on-premises to AWS, and basics of building serverless applications with AWS. Additionally, you will have opportunities to practice what you have learned by completing labs and exercises developed by AWS technical instructors.
Applied Learning Project
This specialization gives current or aspiring IT professionals an overview of the features, benefits, and capabilities of Amazon Web Services (AWS). As you proceed through these four interconnected courses, you will gain a more vivid understanding of core AWS services, key AWS security concepts, strategies for migrating from on-premises to AWS, and basics of building serverless applications with AWS. Additionally, you will have opportunities to practice what you have learned by completing labs and exercises developed by AWS technical instructors.
 Beginner, This specialization is for you if you are looking to learn more about Six Sigma or refresh your knowledge of the basic components of Six Sigma and Lean. Six Sigma skills are widely sought by employers both nationally and internationally. These skills have been proven to help improve business processes, performance, and quality assurance. 
In this specialization, you will learn proven principles and tools specific to six sigma and lean.
This is a sequential, linear designed specialization that covers the introductory level content (at the "yellow belt" level) of Six Sigma and Lean. Yellow Belt knowledge is needed before advancing to Green Belt (which is a second specialization offered here on Coursera by the USG). Green Belt knowledge is needed before moving to a Black Belt.
The proper sequence of this specialization is:
Course #1 - Six Sigma Fundamentals
Course #2 - Six Sigma  Tools for Define and Measure
Course #3 - Six Sigma  Tools for Analyze
Course #4 - Six Sigma  Tools for Improve and Control
At the end of Course #4 (Six Sigma  Tools for Improve and Control), there is a peer-reviewed, capstone project. Successful completion of this project is necessary for full completion of this specialization.
It should be noted that completing either the Yellow Belt or Green Belt Specializations does not give the learner "professional accreditation" in Six Sigma. However, successful completion will assist in better preparation for such professional accreditation testing.
Applied Learning Project
Upon completion of this specialization, learners will have created a project charter, project team charter, data collection plan, process map, along with null and alternative hypotheses, problem statement, business case, goal statement, process and scope description, and timeline. All these will be created using the six sigma principles and tools they learned.
 Beginner, Around the world, we find ourselves facing global epidemics of obesity, Type 2 Diabetes and other predominantly diet-related diseases. To address these public health crises, we urgently need to explore innovative strategies for promoting healthful eating. There is strong evidence that global increases in the consumption of heavily processed foods, coupled with cultural shifts away from the preparation of food in the home, have contributed to high rates of preventable, chronic disease. In this course, learners will be given the information and practical skills they need to begin optimizing the way they eat. This course will shift the focus away from reductionist discussions about nutrients and move, instead, towards practical discussions about real food and the environment in which we consume it. By the end of this course, learners should have the tools they need to distinguish between foods that will support their health and those that threaten it. In addition, we will present a compelling rationale for a return to simple home cooking, an integral part of our efforts to live longer, healthier lives.
View the trailer for the course here: https://www.youtube.com/watch?v=z7x1aaZ03xU
 Beginner, source_sentence: Goodwill® Career Coach and Navigator
sentences: Perhaps the most important thing students and professionals of all kinds can do to improve their effectiveness is embrace the following advice: become good with words.
This series of courses targets the writing side of that recommendation. The skills it focuses on include everything from how to arrange a complex set of information in a reader-friendly way, to how to give and receive high-quality feedback, to how to consistently hit deadlines.  
Part of Professor Barry’s proceeds from this course will be donated to the COVID-19 relief efforts of Ozone HouseOpens in a new tab, a shelter for homeless youth in Southeastern Michigan where he regularly conducts job-training workshops. These proceeds come from purchases of the version of the course that earns you a certificate. The course remains free for anyone who is simply auditing. 
 Beginner, Kickstart your learning of Python with this beginner-friendly self-paced course taught by an expert. Python is one of the most popular languages in the programming and data science world and demand for individuals who have the ability to apply Python has never been higher.  
This introduction to Python course will take you from zero to programming in Python in a matter of hours—no prior programming experience necessary! You will learn about Python basics and the different data types. You will familiarize yourself with Python Data structures like List and Tuples, as well as logic concepts like conditions and branching. You will use Python libraries such as Pandas, Numpy & Beautiful Soup. You’ll also use Python to perform tasks such as data collection and web scraping with APIs.  

You will practice and apply what you learn through hands-on labs using Jupyter Notebooks. By the end of this course, you’ll feel comfortable creating basic programs, working with data, and automating real-world tasks using Python.  

This course is suitable for anyone who wants to learn Data Science, Data Analytics, Software Development, Data Engineering, AI, and DevOps as well as a number of other job roles.
 Beginner, This is the sixth course in the Google Data Analytics Certificate. These courses will equip you with the skills needed to apply to introductory-level data analyst jobs. You’ll learn how to visualize and present your data findings as you complete the data analysis process. This course will show you how data visualizations, such as visual dashboards, can help bring your data to life. You’ll also explore Tableau, a data visualization platform that will help you create effective visualizations for your presentations. Current Google data analysts will continue to instruct and provide you with hands-on ways to accomplish common data analyst tasks with the best tools and resources.
Learners who complete this certificate program will be equipped to apply for introductory-level jobs as data analysts. No previous experience is necessary.

By the end of this course, you will:
 - Examine the importance of data visualization.
 - Learn how to form a compelling narrative through data stories.
 - Gain an understanding of how to use Tableau to create dashboards and dashboard filters.
 - Discover how to use Tableau to create effective visualizations. 
 - Explore the principles and practices involved with effective presentations.
 - Learn how to consider potential limitations associated with the data in your presentations.
 - Understand how to apply best practices to a Q&A with your audience.
 Beginner, source_sentence: Machine Learning Engineering for Production (MLOps)
sentences: The future of making is here, bringing with it radical changes in the way things are designed, made, and used. And it’s disrupting every industry. With the right knowledge and tools, this disruption is your opportunity—whether you're an entrepreneur, designer, or engineer. 
Today’s dominant technology trends—cloud computing, mobile technology, social connection, and collaboration—are driving businesses and consumers alike to explore profoundly different ways to design, make, and use things. This kind of industry transformation has happened before, but the pace of change is now much faster. In today’s competitive landscape, anyone can be an innovator—and it’s all about who innovates first. 
Through this specialization, you will learn the foundations of product innovation and digital manufacturing while developing your technical skills within Autodesk® Fusion 360™.
Plus, by completing this Specialization, you’ll unlock an Autodesk Credential as further recognition of your success! The Autodesk Credential comes with a digital badge and certificate, which you can add to your resume and share on social media platforms like LinkedIn, Facebook, and Twitter. Sharing your Autodesk Credential can signal to hiring managers that you’ve got the right skills for the job and you’re up on the latest industry trends like digital manufacturing.
Looking for Autodesk Fusion 360 certification prep courses? Check out additional learning resourcesOpens in a new tab to help you uplevel your skills.
Applied Learning Project
Learners will create a search and rescue drone inspired by the XVEIN droneOpens in a new tab designed by student makers Yuki Ogasawara and Ryo Kumeda. These project-based courses offer learners the opportunity to apply their Autodesk® Fusion 360™ skills, and encourages them to explore new approaches to customizing their own drone design for manufacture.
 Beginner, Este certificado de cinco cursos, desenvolvido pelo Google, inclui um currículo inovador projetado para prepará-lo para uma função de nível básico em suporte de TI. Uma posição na área de TI pode ser um serviço de apoio pessoalmente ou remoto em uma pequena empresa ou em uma empresa global como o Google. Se você já lida com TI por algum tempo, ou é novo no campo, você veio ao lugar certo. O programa faz parte do Cresça com o Google, uma iniciativa do Google para ajudar a criar oportunidades econômicas.
Através de uma mistura de palestras em vídeo, questionários e laboratórios e widgets práticos, o programa apresentará soluções de problemas e atendimento ao cliente, redes, sistemas operacionais, administração de sistemas e segurança. Ao longo do caminho, você aprenderá de Googlers com históricos exclusivos cuja base no suporte de TI serviu como um ponto de partida para suas carreiras.
Ao dedicar 5 horas por semana, você pode concluir o certificado em cerca de seis meses. Você pode pular o conteúdo que já sabe e fazer mais cedo os exames de avaliação.
O conteúdo do Certificado Profissional de Suporte em TI do Google está sob a Licença Internacional de Atribuição 4.0 da Creative Commons.
75% dos alunos que obtêm os Certificados do Google nos Estados Unidos relatam uma melhora em suas carreiras dentro de um intervalo de 6 meses após a obtenção da certificação.
Fonte: *baseado nas respostas de pesquisa com os graduados pelo programa, Estados Unidos, 2021
Applied Learning Project
Este certificado de cinco cursos, desenvolvido pelo Google, inclui um currículo inovador projetado para prepará-lo para uma função de nível básico em suporte de TI. Uma posição na área de TI pode ser um trabalho de serviço de apoio em pessoa ou remoto em uma pequena empresa ou em uma empresa global como o Google. Se você já lida com TI por algum tempo, ou é novo no campo, você veio ao lugar certo. O programa faz parte do Grow with Google, uma iniciativa do Google para ajudar a criar oportunidades econômicas.
 Beginner, Understanding machine learning and deep learning concepts is essential, but if you’re looking to build an effective AI career, you need production engineering capabilities as well. 
Effectively deploying machine learning models requires competencies more commonly found in technical fields such as software engineering and DevOps. Machine learning engineering for production combines the foundational concepts of machine learning with the functional expertise of modern software development and engineering roles. 
The Machine Learning Engineering for Production (MLOps) Specialization covers how to conceptualize, build, and maintain integrated systems that continuously operate in production. In striking contrast with standard machine learning modeling, production systems need to handle relentless evolving data. Moreover, the production system must run non-stop at the minimum cost while producing the maximum performance. In this Specialization, you will learn how to use well-established tools and methodologies for doing all of this effectively and efficiently.
In this Specialization, you will become familiar with the capabilities, challenges, and consequences of machine learning engineering in production. By the end, you will be ready to employ your new production-ready skills to participate in the development of leading-edge AI technology to solve real-world problems.
Applied Learning Project
By the end, you'll be ready to
• Design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment requirements
• Establish a model baseline, address concept drift, and prototype how to develop, deploy, and continuously improve a productionized ML application
• Build data pipelines by gathering, cleaning, and validating datasets
• Implement feature engineering, transformation, and selection with TensorFlow Extended
• Establish data lifecycle by leveraging data lineage and provenance metadata tools and follow data evolution with enterprise data schemas
• Apply techniques to manage modeling resources and best serve offline/online inference requests
• Use analytics to address model fairness, explainability issues, and mitigate bottlenecks
• Deliver deployment pipelines for model serving that require different infrastructures
• Apply best practices and progressive delivery techniques to maintain a continuously operating production system
 Advanced
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 6
Created: 2025-05-18 18:32:21