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#natural language processing development services
mobiloitteusa · 1 year
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Artificial Intelligence & Deep Learning
Mobiloitte is one of the leading mobile app development companies that offers artificial intelligence (AI) and deep learning services. With the help of these cutting-edge technologies, we can develop intelligent mobile apps that can transform businesses and enable them to stay ahead of the competition. Our AI and deep learning services can help you develop apps that can understand and respond to user queries and commands. With the help of these technologies, businesses can automate processes, improve customer service, and increase sales.
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Power of Natural Language Processing with AWS
Dive into the world of Natural Language Processing on AWS and learn how to build intelligent applications with services like Amazon Comprehend, Transcribe, and Polly. Explore the future of language-driven AI and cloud computing #AWSNLP #AI #CloudComputing
Natural Language Processing (NLP) has emerged as a transformative force in the realm of artificial intelligence, enabling computers to comprehend and generate human-like text. As businesses increasingly recognize the value of language-driven insights and applications, cloud platforms such as Amazon Web Services (AWS) have played a pivotal role in democratizing access to advanced NLP capabilities.…
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flutteragency · 1 month
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ajnalinaidu · 5 months
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Revolutionizing Federal Systems with NLP Solutions
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Understanding NLP:
NLP, an AI subset, focuses on human-computer interaction through language. It encompasses various facets like text analysis and sentiment evaluation to process and derive meaning from human language input.
Streamlined Data Analysis:
Federal systems amass extensive data through diverse channels, and NLP solutions adeptly transform this unstructured text data into actionable insights. This facilitates informed decisions, policy adjustments, and targeted interventions, based on comprehensive citizen sentiments and emerging trends.
Enhanced Citizen Services:
The integration of NLP solutions strengthens citizen services through interactive chatbots and virtual agents, ensuring prompt responses, streamlined interactions, and improved user experiences.
Efficient Document Analysis:
NLP automates document analysis, enabling federal agencies to extract critical information, compare documents, and ensure regulatory compliance efficiently, fostering informed decision-making.
Improved Security and Fraud Detection:
NLP bolsters security measures by analyzing textual data to identify potential threats and fraudulent activities, enhancing risk mitigation and safeguarding public resources.
Conclusion:
NLP solutions are revolutionizing federal systems by augmenting efficiency, informed decision-making, and citizen-centric services. Their prowess in processing unstructured data enables proactive choices and empowers citizens. Embracing NLP-driven advancements is crucial for federal systems to optimize operations and better serve stakeholders.
INA Solutions specializes in tailoring NLP solutions to empower federal systems in their quest for efficiency and citizen-centric services.
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marciodpaulla-blog · 5 months
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Microsoft's Comprehensive Suite of Free Artificial Intelligence Courses: A Gateway to Mastering AI
"Exciting news! Microsoft offers free AI courses covering everything from basics to advanced topics. Perfect for all skill levels. Enhance your AI knowledge with expert-led training. Don't miss this opportunity - start learning today! #Microsoft #AICourse
In an era where Artificial Intelligence (AI) is reshaping industries and daily lives, Microsoft has taken a significant step forward by offering a series of free courses designed to empower professionals, enthusiasts, and students alike. These courses, available through various online platforms, provide an invaluable opportunity for individuals to enhance their understanding and skills in AI,…
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kpissolution · 6 months
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𝐀𝐑𝐓𝐈𝐅𝐈𝐂𝐈𝐀𝐋 𝐈𝐍𝐓𝐄𝐋𝐋𝐈𝐆𝐄𝐍𝐂𝐄 is rapidly developing and playing an essential role in business intelligence (BI) and analytics in today’s data-driven business prospect. With advanced capabilities in data collection, analysis, and decision-making, #ai has the potential to transform how businesses approach data-driven strategies.
𝐀𝐈 𝐀𝐏𝐏 𝐃𝐄𝐕𝐄𝐋𝐎𝐏𝐌𝐄𝐍𝐓 𝐒𝐄𝐑𝐕𝐈𝐂𝐄𝐒 are valuable in different industries, including #healthcare, #finance, #ecommerce, #manufacturing, transport, #customerservice, #marketing, #cybersecurity, and many more. With AI-driven applications, businesses can streamline operations, enhance productivity, and provoke growth.
𝐎𝐔𝐑 𝐀𝐑𝐓𝐈𝐅𝐈𝐂𝐈𝐀𝐋 𝐈𝐍𝐓𝐄𝐋𝐋𝐈𝐆𝐄𝐍𝐂𝐄 𝐒𝐄𝐑𝐕𝐈𝐂𝐄𝐒: 🔻 Deep Learning 🔺 Computer Vision 🔻 Machine Learning 🔺 Predictive Analytics 🔻 Custom AI Solutions 🔺 AI Conversational Tools 🔻 Natural Language Processing
Our team develops digital artificial intelligence (AI) solutions from the ground up or incorporates them into existing business systems using predictive analytics tools. We transform legacy and extensive data into reusable datasets for multi-label category, regression, and gathering before deploying the prototypes. With our AI development services, you can combine Artificial Intelligence into your existing products to speed up the decision-making technique.
Would you like to understand how #kpis helps you to achieve your AI visions? Contact us today to understand more about 𝐀𝐈 𝐃𝐄𝐕𝐄𝐋𝐎𝐏𝐌𝐄𝐍𝐓 𝐒𝐄𝐑𝐕𝐈𝐂𝐄𝐒, and let us be your partner in optimising operational effectiveness and improving customer experience.
🔊𝐆𝐞𝐭 𝐢𝐧 𝐓𝐨𝐮𝐜𝐡 𝐖𝐢𝐭𝐡 𝐔𝐬🔊 ➖➖➖➖➖➖➖➖ 🌐 𝐕𝐢𝐬𝐢𝐭: https://www.kpis.in/ai-development-company 📧 𝐄𝐦𝐚𝐢𝐥: [email protected] 📞 𝐂𝐨𝐧𝐭𝐚𝐜𝐭: +91-6350359218 ➖➖➖➖➖➖➖➖
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cheetahtechnology · 10 months
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What Is Natural Language Processing (NLP) & How Does It Work
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In the realm of technology, few advancements have had as profound an impact on human-computer interaction as Natural Language Processing (NLP). This sophisticated field of artificial intelligence (AI) focuses on enabling machines to understand, interpret, and respond to human language in a way that feels natural to us. NLP services, offered by NLP development companies and NLP consulting services, have become integral in transforming the way we communicate with technology. In this article, we will delve into the world of NLP, exploring what it is and how it works.
Understanding Natural Language Processing (NLP)
Natural Language Processing, often abbreviated as NLP, is a subfield of AI that seeks to bridge the gap between human language and computer understanding. While humans effortlessly communicate using spoken or written language, machines initially struggled to comprehend the nuances of human language due to its complexity, context-dependency, and variations. NLP aims to give machines the ability to not only recognize words but also grasp the meaning, intent, and sentiment behind them.
NLP services encompass a wide range of applications, from chatbots and virtual assistants to sentiment analysis, language translation, text summarization, and more. The goal is to enable computers to interact with humans in a manner that feels natural and intuitive, ultimately enhancing user experiences across various platforms and devices.
How Does Natural Language Processing Work?
NLP operates through a combination of linguistics, statistics, and machine learning techniques. Here's a simplified breakdown of the NLP process:
1. Text Preprocessing: The journey begins with raw text data, which is often noisy and unstructured. Preprocessing involves tasks such as tokenization (dividing text into words or phrases), stemming (reducing words to their base form), and removing stop words (common words like "and," "the," "is" that carry little meaning). This step streamlines the text for further analysis.
2. Language Modeling: Language models, often based on deep learning architectures like recurrent neural networks (RNNs) or transformer models, learn the statistical relationships between words in a given language. These models help predict the likelihood of the next word in a sentence, capturing grammar, syntax, and semantics.
3. Named Entity Recognition (NER): NER identifies entities such as names of people, places, organizations, dates, and more within the text. This step is crucial for understanding the context of the text and extracting meaningful information.
4. Part-of-Speech Tagging: This process involves assigning parts of speech (verbs, nouns, adjectives, etc.) to each word in a sentence. Part-of-speech tagging helps in understanding the grammatical structure of the text.
5. Sentiment Analysis: Sentiment analysis determines the emotional tone of a text, classifying it as positive, negative, or neutral. This is particularly useful for understanding customer opinions, reviews, and feedback.
6. Machine Translation: NLP can enable translation between languages by analyzing patterns in bilingual texts and using them to generate accurate translations.
7. Text Generation: Advanced NLP models, like GPT-3, can generate human-like text based on a given prompt. This has applications in content creation, chatbots, and more.
8. Contextual Understanding: One of the challenges in NLP is understanding context. Language is rife with ambiguity, and words can have different meanings based on the surrounding text. Advanced models like BERT (Bidirectional Encoder Representations from Transformers) consider the context of words to improve comprehension.
NLP Services and Their Impact
The expansion of NLP services, including those provided by NLP development companies and NLP consulting services, has brought about significant transformations across industries:
1. Customer Support and Engagement: Chatbots and virtual assistants powered by NLP can offer personalized customer support 24/7. These bots understand user queries, provide relevant information, and even guide users through troubleshooting processes.
2. Healthcare: NLP can extract critical information from medical records, assist in diagnosing medical conditions, and even predict patient outcomes based on historical data.
3. E-commerce: Product recommendations based on user preferences, sentiment analysis of customer reviews, and automated responses to customer inquiries contribute to a seamless shopping experience.
4. Finance: Sentiment analysis of financial news and social media can help predict market trends, while NLP can assist in automating financial document processing and analysis.
5. Content Creation: NLP-powered tools can aid in generating content for blogs, articles, and marketing materials, saving time and effort for content creators.
6. Language Translation: NLP services have revolutionized language translation, enabling real-time translation for businesses operating in global markets.
7. Accessibility: NLP has made technology more accessible for individuals with disabilities by enabling voice commands and text-to-speech capabilities.
Challenges and Future Directions
While NLP has come a long way, it still faces challenges such as understanding sarcasm, slang, and cultural nuances. Additionally, bias in NLP models is a concern, as models can inadvertently learn biases present in training data. Efforts are underway to address these challenges through ethical AI practices and improved model training.
Looking ahead, the future of NLP holds exciting prospects. As models become more sophisticated and datasets more diverse, NLP will continue to evolve, offering even more accurate, context-aware, and human-like interactions.
Conclusion
Natural Language Processing is reshaping the way we communicate with technology. From chatbots that understand our queries to sentiment analysis that gauges public opinions, NLP services are enhancing user experiences across various sectors. With NLP development companies and NLP consulting services at the forefront, the synergy of AI and language is transforming the digital landscape. As technology advances and our understanding of language deepens, NLP's capabilities will only grow, ushering in a new era of natural, intuitive human-computer interaction.
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Smart AI Chatbots understands customers' language and expressions and has real-time solving power with accurate answers. Explore its benefits and limitations.
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crystalsenergy · 3 months
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Healing for Chiron signs 💚✨
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Remember that healing is a lifelong journey, and it's okay to seek support from therapists, counselors, spiritual advisors along the way. Self-awareness, self-compassion, and a commitment to YOUR personal growth are essential for Chiron healing.
Chiron in Aries: Healing the wounds associated with Chiron in Aries starts with embracing your inner strength and self-assertion.
Tips: Cultivate self-confidence by setting and achieving personal goals that empower you. Face your fears head-on, and don't shy away from confrontations that help you express your needs. Explore physical activities like martial arts or competitive sports to build resilience. Learn to initiate and take action without the fear of rejection. Remember that your worth is not defined by external validation but by your self-acceptance.
Chiron in Taurus: Healing Chiron in Taurus involves nurturing self-worth and finding stability within.
Tips: Practice self-care routines that reconnect you with your senses and the physical world. Create a secure and comforting home environment. Work on building financial stability and managing resources wisely to boost your sense of self-reliance. Explore nature, gardening, or grounding practices to strengthen your connection to the Earth's energies. Understand that your true worth goes beyond material possessions.
Chiron in Gemini: Healing Chiron in Gemini requires addressing communication and mental challenges.
Tips: Understand that your curiosity and adaptability can be strengths once you embrace them. Develop effective communication skills by actively listening and expressing your thoughts clearly. Engage in activities that stimulate your mind and expand your knowledge, such as reading, writing, or learning a new language. Rebuild trust in your ability to connect with others by nurturing genuine, open conversations. Seek therapy or counseling to heal sibling relationships or childhood communication issues.
Chiron in Cancer: Healing Chiron in Cancer begins with nurturing and emotional self-care.
Tips: Create a safe and loving home environment that provides emotional security and comfort. Explore your emotional depths through self-reflection, journaling, or seeking therapy. Reconnect with your inner life and work on healing any childhood wounds or family dynamics that have left scars. Embrace your nurturing side and allow vulnerability to become a source of strength and connection. Understand that emotional healing is a process that takes time and self-compassion.
Chiron in Leo: To heal Chiron in Leo wounds, you have to take care of your level of self-confidence and self-expression.
Tips: Engage in creative activities that allow your unique talents and personality to shine. Embrace opportunities to showcase your skills and receive positive feedback. Cultivate self-love and self-validation, reducing the need for external recognition. Understand that true leadership comes from the heart and from authenticity, not just the ego. Recognize your innate ability to inspire and uplift others with your warmth and charisma.
Chiron in Virgo: Healing Chiron in Virgo involves addressing perfectionism and self-criticism.
Tips: Practice self-compassion by accepting your imperfections and embracing self-love. Engage in self-care routines that prioritize physical and mental well-being. Develop your skills in service to others, recognizing that your healing journey is deeply intertwined with helping others. Seek guidance from holistic or alternative health practices, and remember that healing often comes through a focus on holistic well-being, not just one way of take care of yourself.
Chiron in Libra: Healing Chiron in Libra involves addressing wounds related to relationships and balance.
Tips: Seek harmony in your human connections by practicing effective communication and conflict resolution. Cultivate self-love and self-acceptance, recognizing that your worth doesn't depend on external opinions or partnerships. Work on healing any past relationship wounds through therapy, self-reflection... Embrace your ability to bring people together and find beauty in the balance between giving and receiving.
Chiron in Scorpio: Healing Chiron in Scorpio requires facing deep emotional wounds and transformation.
Tips: Explore your emotional depths through therapy, journaling, or spiritual practices. Allow yourself to confront and release past traumas and fears. Embrace vulnerability and trust in your ability to regenerate and transform. Seek to heal trust issues by practicing forgiveness and rebuilding trust in yourself and others. Understand that your intensity and depth can be sources of strength and healing.
Chiron in Sagittarius: Healing Chiron in Sagittarius begins with a quest for higher meaning and wisdom.
Tips: Explore different belief systems and philosophies to find your own truth. Engage in adventures and expand your horizons through travel or learning. Find meaning in life's challenges and recognize that they lead to growth. Seek spiritual guidance or practices that resonate with you. Embrace your adventurous spirit and optimism as sources of healing and personal expansion.
Chiron in Capricorn: Healing Chiron in Capricorn involves addressing wounds related to ambition and responsibility.
Tips: Build self-confidence and overcome fears of inadequacy by setting achievable goals. Take charge of your life and career path, recognizing that you have the ability to succeed. Embrace your responsibilities and understand that they lead to personal growth and empowerment. Seek to heal any issues related to authority figures through therapy or self-reflection. Understand that your determination and work ethic can lead to significant achievements and healing.
Chiron in Aquarius: Healing Chiron in Aquarius requires embracing your uniqueness and ideals.
Tips: Celebrate your individuality and connect with like-minded individuals who share your values. Engage in humanitarian efforts or seek out causes that align with your beliefs. Challenge convention and explore innovative paths for personal growth and healing. Embrace your innovative and unconventional side, recognizing that it can lead to positive change. Find meaning in your friendships and connections with a community that supports your growth.
Chiron in Pisces: To heal Chiron in Pisces wounds, it's necessary to connect with your spirituality and explore mindfulness practices.
Tips: Use creative outlets like art, music, or writing as a means of self-expression and emotional healing. Set and maintain healthy emotional boundaries to protect your energy and well-being. Seek therapy or counseling to address any issues related to addiction or escapism. Explore your empathetic nature and use it as a source of healing and connection with others. Understand that your sensitivity and compassion can be strengths once you embrace them.
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bamsara · 1 year
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Oooo, for the dialogue prompts "you should have thought about that before you got into a fight" and "I only wanted to help"
I love your works! Your art looks like itd taste like sour patch kids, v nice!! ^^
Sun (Mostly) Centric | Wordcount: 1,147 | AO3 Version
The world has not yet adjusted to the flood of robots merging with day-to-day society.
At least, not in the form they had taken prior. To say that there was some backlash was undercutting it; using arguments of humanity vs machine to its core, despite the clarity that those walking alongside them weren't just AI made to mimic human traits and personality, but sentient beings that develop their own. There's a difference between a chatbot app and your next-door neighbor who just so happens to be made out of metal.
Still, there is progress as much as there are incidents. A recent ruling states that all robots don't need to look human in order to receive the same amount of respect and rights (which is fantastic for all of Fazbear's line up of robots, considering they were animals in nature and all, in all franchises and pizza plexes across the country) but there were...incidents too, some of them making the news.
So when you're out doing some quick shopping for groceries one day and a stranger with a taut face and a sour attitude starts heckling Sun, and that heckling turns to harassment, and thus turns into him reaching for the back of the animatronic's head and pulling at the vulnerable wires there, you clock him.
Hard, actually. Your knuckles hurt like a bitch, but you don't have time to shake the feeling out from your hand because the guy sends one right back and oh, there you go, tumbling in the isle and knocking baking soda and sugar and other cake ingredients off the shelf as the two of you yell profanities and arguments while Sun has a metaphorical loading symbol over his head while he processes the last five seconds.
Now you're both banned from that store. The other guy is too, thankfully. Still sucks though. You didn't get to check out the ingredients for the cake.
"You're a real mess." Sun scolds you, dipping the rag back into the warm water, and bringing it back up to your face. He dabs at the dried blood under your eye, careful not to rub too harshly so as to not irritate the darkening skin beneath it. "Honestly. That could have gone so much worse-"
"Like pulling wires out of your head?" You interrupt. You're not too keen about the bathroom being turned into a lecture hall, and the lid of the toilet seat being your 'time-out' spot as he tends to you. "Yeah, sure. I'll just let the stranger rip out what is essentially your brain cords out of your flat skull and be fine with it."
Sun shoots you a look. The default smile is strained.
"What?" You hiss in the silent pause, and not because of the sting of your eye. "All I'm saying is that this-" A point to your face, "-is preferable than the other outcome."
"Our wires are welded in with steel, so I highly doubt a human could rip them out without some sort of power tool." Sun tuts. "You remember Parts n Service."
He had a point. The machine in Parts n Service did weld his arm back into place at the time, and all the other repairs since then didn't go without some sort of heat tool to make sure everything was properly molded in place. Still, you frown. "It's still fucked up that he did that, though."
"Language."
"We didn't even get the cake mix." A light dab on the eye, you bite your tongue as Sun clears the last of the dried blood from the area. "Shouldn't have banned us. Now we have to go across town to get groceries."
Sun pulls back the rag, stained pink and light brown with old blood, dropping it in the sink to be washed later. "You should have thought about that before getting into a fight."
"I was only trying to help!" You defend, continuing as Sun pulls out the disinfectant in a rather knowing manner. The cut underneath your eye from the guy's ring was about to sting like hell. "And it's not like I was the one who started it!"
He pours a dab of alcohol onto a cotton ball retrieved from the first aid kit, a small puff of white in between large silocone fingers, it's almost comical how he pinches it into place before crouching back down, the cotton ball hovering over your face. "Hush. This is going to sting."
Your mouth thins at the underlying tone of Moon's voice in his scolding, leaning away from the offending ball. "You're such a hypocrite."
A hand comes underneath your chin to hold you in place, thumb pressed into your jawline. "Stop whining."
"How would you feel, huh?" You wrinkle your nose as the disinfectant ball comes closer. "What would you do if someone attacked me like that?"
The cotton ball presses against the cut and you flinch, hard enough that your shoulders hike up and your neck tenses. It stings like hell, searing for a moment before dulling to an aching throb, a hiss in the back of your dry throat.
The Daycare Attendant's thumb keeps in place for a second, then pulls it away, expression unreadable. "The same thing we did the last time someone tried."
You grit your teeth, pressing your lips into a thin line as the stinging starts to fade.
"Though," He continues, pulling the cotton ball away and tossing it into the trash. "While your help is appreciated, It would be very much appreciated if we were to avoid something like that in the future!" He waves his hands, the bright smile returning, and Sun's fingers go behind your ear, pulling back out a colorful bandage. "I think it goes without saying that it makes me very sad to see you all hurt. Not fun at all!"
You blow hot air out of your nose in a huff as he applies the sticky bandage. "Hypocrite."
"There you are! Right as rain, dandy and peachy." Sun pulls back to observe his handiwork, and there's a slight pause. "Well, not quite. You've still got a bit of a shiner. I don't think I have a medicine for that one."
"It makes me look cool." You jest. "I look badass."
The animatronic sighs, heavy and loaded for a robot with no lungs, though his exasperation is evident in his voicebox. "Pulling my wires, our wires, please, you're constantly on them-" He's mumbling, quickly. Still talking even as he cradles your head gently by your jawline, and presses his faceplate to the skin above the black eye. "Afraid that's all I can give."
You wrinkle your nose, smiling. "I think a cake would be great too."
"Thanks to someone-" He starts, rising from a crouched position and taking your hand to help you stand. "It looks like we'll be ordering one from the bakery instead."
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toskarin · 5 months
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I tried getting into elona a while back after you talked about it and remember being confused about the different versions; omake, elona+, and the Mobil version seemed really different and gatcha heavy.
Do you have a recommend for someone looking for the entrance to the rabbit hole? Or should I just wait for Elin?
so with elona, let's get one thing out of the way that's hard to glean from community discussion (because most players don't really talk about how to get into it): you shouldn't be playing vanilla elona in [current year] unless you specifically want to do it to get a glimpse into what it used to be like
your assessment of the mobile version is correct! it's fucking awful and, in spite of what a lot of people seem to believe, has no financial connection at all to the original creator. that game makes a lot of money and noa doesn't see any of it, to my knowledge
the mobile version is full of microtransactions and reworks several systems from the base game to encourage spending (including adding a companion and weapon gacha, timegating shop refreshes, turning sleeping bonuses into a daily reward, and making god battling an arena minigame), so its streamlining of gameplay is entirely in service of getting you to spend money on what's supposed to be a free game
so that leaves deciding between OO and Plus, and since you're starting out, Plus is the best choice.
Plus is not only the most popular of the two, but also has a not-insignificant amount of english language learning resources available. beyond that, its lack of build diversity is actually a boon because the game makes it pretty hard to well and truly ruin a character (you'll pretty naturally gravitate towards A Good Build)
OO is really good, but it's very bad at teaching you to play elona and a lot of its more opaque mechanics kind of require a working knowledge of how to play the game to reverse engineer them, in lieu of having seen the development process that informed them
I wrote a little bit on how to get into Plus over here
if you have any questions about the game that you want answered quickly, you can find the non-JP discord here. the JP elona discord is over here, in the event you want that as well
be of good cheer!
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notwiselybuttoowell · 3 months
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California’s Yurok Tribe, which had 90% of its territory taken from it during the gold rush of the mid-1800s, will be getting a slice of its land back to serve as a new gateway to Redwood national and state parks visited by 1 million people a year.
The Yurok will be the first Native people to manage tribal land with the National Park Service under a historic memorandum of understanding signed on Tuesday by the tribe, Redwood national and state parks and the non-profit Save the Redwoods League.
The agreement “starts the process of changing the narrative about how, by whom and for whom we steward natural lands”, Sam Hodder, president and CEO of Save the Redwoods League, said in a statement.
The return of the 125 acres (50 hectares) of land – named ’O Rew in the Yurok language – more than a century after it was stolen from California’s largest tribe is proof of the “sheer will and perseverance of the Yurok people”, said Rosie Clayburn, the tribe’s cultural resources director. “We kind of don’t give up.”
For the tribe, redwoods are considered living beings and traditionally only fallen trees have been used to build their homes and canoes.
“As the original stewards of this land, we look forward to working together with the Redwood national and state parks to manage it,” Clayburn said. “This is work that we’ve always done, and continued to fight for, but I feel like the rest of world is catching up right now and starting to see that Native people know how to manage this land the best.”
The property is at the heart of the tribe’s ancestral land and was taken in the 1800s to exploit its old-growth redwoods and other natural resources, the tribe said. Save the Redwoods League bought the property in 2013 and began working with the tribe and others to restore it.
Much of the property was paved over by a lumber operation that worked there for 50 years and also buried Prairie Creek, where salmon would swim upstream from the Pacific to spawn.
Plans for ’O Rew include a traditional Yurok village of redwood plank houses and a sweat house. There also will be a new visitor and cultural center displaying scores of sacred artefacts from deerskins to baskets that have been returned to the tribe from university and museum collections, Clayburn said.
It will add more than a mile (1.6km) of new trails, including a new segment of the California Coastal Trail, with interpretive exhibits. The trails will connect to many of the existing trails inside the parks, including to popular old-growth redwood groves.
The tribe had already been restoring salmon habitat for three years on the property, building a meandering stream channel, two connected ponds and about 20 acres (8 hectares) of floodplain while dismantling a defunct mill site. Crews also planted more than 50,000 native plants, including grass-like slough sedge, black cottonwood and coast redwood trees.
Salmon were once abundant in rivers and streams running through these redwood forests, But dams, logging, development and drought – due in part to the climate crisis – have destroyed the waterways and threatened many of these species. Last year, recreational and commercial king salmon fishing seasons were closed along much of the west coast due to near-record low numbers of the iconic fish returning to their spawning grounds.
The tribe will take ownership in 2026 of the land near the tiny northern California community of Orick in Humboldt county after restoration of a local tributary, Prairie Creek, is complete under the deal.
A growing Land Back movement has been returning Indigenous homelands to the descendants of those who lived there for millennia before European settlers arrived. That has seen Native American tribes taking a greater role in restoring rivers and lands to how they were before they were expropriated.
Last week, a 2.2-acre (0.9-hectare) parking lot was returned to the Ohlone people where they established the first human settlement beside San Francisco Bay 5,700 years ago. In 2022, more than 500 acres (200 hectares) of redwood forest on the Lost Coast were returned the InterTribal Sinkyone Wilderness Council, a group of 10 tribes.
The ’O Rew property represents just a tiny fraction of the more than 500,000 acres of the ancestral land of the Yurok, whose reservation straddles the lower 44 miles (70km) of the Klamath River. The Yurok tribe is also helping lead efforts in the largest dam removal project in US history along the California-Oregon border to restore the Klamath and boost the salmon population.
The Redwoods national park superintendent, Steve Mietz, praised the restoration of the area and its return to the tribe, saying it is “healing the land while healing the relationships among all the people who inhabit this magnificent forest”.
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flutteragency · 1 month
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AI in Custom Application Development: A Quick Guide
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AI is no longer the zazzy buzzword that it used to be. AI is very real, and has made its way into our lives. Keeping that in mind, AI has also penetrated its way into a variety of fields. Be it healthcare, agriculture, infrastructure, manufacturing – absolutely everything.
It has also developed a stronghold in the field of software development. If you’re a business that’s seeking out for AI-driven custom mobile app development services, then you’re at the right place.
So without further ado, let’s move onto how AI is reshaping and augmenting custom application development.
What is AI in Custom Application Development?
AI in custom app development is basically the infusion of artificial intelligence while utilizing technologies like machine learning, natural language processing and robotics during the software development process. These technologies help applications perform tasks that would otherwise not be possible without human intervention.
With this, a personalized, efficient and adaptive solution is obtained. This can be made specifically to suit the needs of your business.
Some of the words mentioned above mean:
Machine Learning: This is all about teaching computers to learn from various examples and experiences, therefore making them smarter over time. This involves computers making decisions/predictions without being programmed to do so. An example is when YouTube recommends you videos on the basis of what you’ve watched previously.
Natural Language Processing: NLP is basically teaching computers understand what we’re saying or writing, so that they can respond to us in an appropriate manner. NLP serves to teach computers languages, for example English or Spanish. That text-to-speech function on your phone that converts speech into words is the best example of NLP working its magic.
Let’s move onto how AI impacts the custom application development field:
Uptick in Efficiency and Accuracy
AI algorithms have varied applications. With respect to custom application development, these algorithms automate routine and complex tasks that are included in app development. These include coding, testing and debugging – all core fundamentals of the development process.
This speeds up the development process, and reduces the likelihood of human error while leading to a top-notch quality of software.
With AI, you can analyze and search lines and lines of code, helping identify bugs and vulnerabilities. This is super valuable in custom application development, wherein unique configurations and specialized functionalities exist.
Mitigating and foreseeing complex challenges is far easier when you use AI to do it.
A New Perspective to Personalization
With AI, developers can easily create user experiences that are hyper-customized. Through the analysis of user and data behavior, AI helps curate app functionalities in a way that they better adapt to individual preferences and requirements.
This is important for businesses that have clients that want everything as per their requirements, and AI makes that possible while adding to user engagement and satisfaction.
Predictive Analytics and Intelligent Decision-Making
AI and its way with predictive analytics is a sureshot game-changer. By going through historical data, AI models have the power to predict outcomes and automate decision-making processes.
This stands particularly useful for apps that need dynamic decision-making abilities, for example: financial forecasting tools, marketing apps etc.
AI and UI/UX: The Design Symphony
When AI and UI/UX meet, people get intuitive and user-friendly interfaces that go above and beyond. AI analyzes how users interact with applications and then go on to suggest design adjustments that improve user experience by loads.
This comes with changes to layouts, navigation and dynamic adjustments that change on the basis of user behavior patterns. AI makes designing displays and iterating them a piece of cake, because AI possesses the power to understand how humans think, and it uses this to in-turn provide feedback on how a display will feel like even before it is launched.
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Data Security Enhancements
We’re constantly showered with data. Data is literally everywhere, and day-by-day increasing amounts of data is being processed. This makes AI even more important; as it helps scour applications that have sensitive information within them.
AI works by enhancing the data security protocols that are concerned with applications. Using predictive analytics and pattern recognition, AI systems detect potential security threats and any anomalies in data far better, faster and efficiently than traditional methods. With increasing frauds and data breaches, AI contributes immensely to the safeguarding of vital data.
AI and Project Management in Development
AI has transformed project management when we talk about software development. AI tools have become so advanced, that they can predict project timelines, allocate resources and even assess risks so that outcomes can be bettered.
This contributes in an indirect way, but does contribute overall to custom app development services, proving yet again what AI can contribute is immense to all functions of an organization.
Read in detail about Ultimate Guide On Custom Mobile App Development with us.
According to McKinsey’s The state of AI in 2023, 59% of respondents said that adopting AI in at least one function increased their revenue.
Completing Repetitive Tasks Swiftly
For us humans, performing the same tasks over and over again can be a rather tedious task. Given that, AI can take the lead with tasks that are repetitive in nature, saving up human resources so that they can focus their energies elsewhere.
Given AI’s ability to perform human-like tasks with relative ease, giving repetitive tasks to AI is a brilliant way that you can use AI to the maximum.
AI-Driven Assistance: Chatbots and Virtual Assistants
While we agree that AI-driven assistance with respect to development includes stuff that’s actually carried out in development, let’s talk about how chatbots help.
These are in the form of virtual assistants that can be utilized to drive in skills and then answer the queries while interacting with users in real-time.
On the other hand, virtual assistants have become integral parts of customer service, capable of managing schedules, setting reminders and capable of task automation. Virtual assistants also streamline internal processes and provide us with an improved, more productive user experience.
Conclusion
AI has become an inseparable part of custom application development. With the applications that it has over a variety of fields, and obviously the applications it has in the custom software development field. According to Next Move Strategy Consulting, the AI market size has been forecasted to touch $1.84 trillion by 2030 with a compound annual growth rate (CAGR) of 32.9%.
Everything from directly influencing the development process to indirectly influencing it, AI has made a stronghold when we’re talking about custom software development. And the folks here at Flutter Agency also use AI to its true potential, giving you solutions that are awe-inspiring in the end.
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wayfaringhoax · 1 year
Text
Acts of Service
Dave York x Female Reader
Word count: 2.1k
Summary: Short one-shot centred around the idea that Dave's love language is acts of service.
Warnings: implied age gap, established (new) relationship, some slight swearing, very subtle references to sex. Mentions of previous relationships, divorce, co-parenting. Mentions of work-related stress.
A/N: Playing loose and fast with canon and new to fic writing, please be gentle!
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When it comes to relationships, Dave York is a hands-on man. 
You had come to appreciate that Dave liked to keep busy. Whether it be work or matters of love, he was not one to sit idle. Dave’s always been well aware that you’re a competent, independent woman. He knows you’re more than capable of facing challenges without him. But a chance to ease some of your burdens? Lighten your workload? Free up more time for your elaborate self-care rituals? Dave would do whatever he could to ensure you were comfortable.
Before Dave, you had never fully appreciated acts of service as a love language. Now, though, you understand just how fulfilled one can feel through having their partner care for them in such a subtle, yet intimate way. It was as though Dave saw you, so deeply, without any of the facades that new lovers present to each other. Despite having only been dating for a few months, he settled into your life like he’d known it all along.
Being with you felt natural; like muscle memory. When it came to taking care of you, he knew just what to do. It was as though he’d been waiting all his life to serve you. High-school girlfriends, short-lived situationships, his marriage to Carol - they were all lessons that shaped Dave into the man you adore.
It didn’t take you long to feel comfortable in Dave’s presence, so much so, that you gave him a key to your place after only a month together.
After a long and trying day at work, your body was almost ready to give out as you dragged your feet up the driveway. Dave was planning to come over that evening, and as he usually worked from home these days, it was customary for Dave to let himself in before you arrived. You had texted him to let him know you’d be home later, and the absence of enthusiasm in your text tone led your lover to believe that today had been rough. Dave York wasn’t the kind of man to write you love poems or shower you with regular words of affirmation - you had come to understand quite early on in your relationship that he was a man of action. So, of course, it never occurred to you that whilst you trudged home, Dave was wracking his brain for ways to comfort you and help ease the aches of the day.
Around twenty minutes later, your heels crossed the threshold and followed the alluring trail of lavender, sweet orange and clary sage to the bathroom where a bubble bath awaited you - accompanied by a glass of your favourite pinot noir and the glow of a candle, which looked suspiciously like the one you’d added to your Anthropologie basket whilst browsing online the week before. As you succumbed to the water’s gentle embrace, you began to develop a newfound appreciation for acts of service. 
Caring for you, no, serving you, had become an instinct for Dave. He wanted to ensure you were supported in every aspect of your life. Whilst his career differed greatly from yours, he was aware that you had an upcoming deadline for a project proposal due, and he was determined to help lighten your workload. He gave you some much-needed space as you threw yourself into the process - planning and writing furiously for an entire week whilst he waited on the sidelines. You came up for air every now and again, usually to respond to Dave’s texts, which typically consisted of: “Have you eaten?” or  “Get some fresh air, sweetheart”.
After the first week, you were in a good enough position to take a step back from it all and you casually mentioned to Dave that you were planning to ask a colleague or one of your girlfriends to proofread your proposal.
You never expected to receive an email from your lover the very next day; an edited copy of your work attached. You opened the file to discover that all of your typos had been corrected, as well as encountering a few additional comments on the document, detailing Dave’s constructive recommendations on how to enhance the style and tone of your piece. The email itself was without a subject and didn’t contain much in the main body, but you understood that Dave’s actions spoke louder than his words.
After all, he once told you that he didn’t believe in sin or virtue, but rather in the ‘shit that people do’. You were definitely beginning to value the ‘shit’ Dave does for you.
The next day, you walked into the office feeling lighter. Your mind, body and soul felt secure in the promise of your lover’s growing devotion to you.
You found yourself pleasantly surprised by another of Dave York’s acts of service a week later when he picked you up from work one afternoon. Having slightly overindulged in wine with the girls the night before, you had been running on little sleep and energy that day. In dire need of a pick-me-up, you had been fantasising about the prospect of coffee and a sweet treat all day long. It was entirely possible that you had forgotten how you shared this hangover-induced fantasy with Dave whilst on your lunch break, until you got into his car. You were soon greeted by a quick kiss across the car’s console and a curt “There’s coffee for you in the cup-holder”, before a Dunkin Donuts bag was dropped onto your lap as Dave put the car in drive. 
More and more frequently, you were blessed with Dave York’s subtle yet thoughtful gestures. Even when it was his turn to have the girls for a few days, your presence still lingered on his subconscious. Dave had reluctantly given in to the girls’ pleas to go to the mall, and as he got them ready for their venture, he remembered that you needed to return a dress you bought recently - one you had conveniently left at his place. Dave swiftly retrieved your package from his bedroom and ushered the girls to the car. 
The nature of Dave’s work meant that he was able to execute operations with immaculate speed, precision and efficiency. Despite finding himself in quite a contrasting environment, Dave was prepared to complete this shopping trip on the same principles as his usual assignments. Build-A-Bear, American Girl and GAP were swift in-and-out jobs, with a quick drop into Urban Outfitters to return your dress in a similar fashion. Later that day, as Dave settled down on the sofa with his girls to watch an all too idealistic Disney movie, you received an email confirming the return of your Urban package. Dave felt an unfamiliar, yet welcomed, tinge of warmth in his chest as he read your text, raising a slight smirk at your remark: “Thanks Mr. Courier. x”. 
“You’ve got the girls on Thursday evenings, right?”, you asked Dave as you scrolled through the seemingly never-ending list of gym classes on your phone, waiting for something to take your fancy.
“Yeah baby. Why’d you ask?” was the response you received from your somewhat distracted lover, as he ran his hands up and down your calves which were currently draped across his lap whilst you both basked in the simple pleasure of each other’s presence.
You told Dave that you wanted to pick up a class during the week and that you thought it made sense for you to choose one that coincided with the nights Dave would have the girls over. Whilst you adored Alice and Molly, you were both in the early days of your relationship and therefore you were keen to give your lover some space, not quite sure of how you fit into their family dynamic just yet.
Excitedly, you let Dave know that “There’s a Pilates class on Thursdays. Oh, and it says here that the first session’s free.”
You were met with a curt murmur of “Let me handle it, baby” before you both settled down to watch the latest episode of your recent HBO obsession.
It was only 12 hours later when you received an email confirmation acknowledging your registration for Beginner’s Pilates, followed by a text from Mr. York himself, suggesting you wear ‘those purple yoga pants’ he was so fond of, the ones that hugged your curves just right, to your first session. 
Friday could not come soon enough in your book. You’d been skipping all the way from the office to your car. Sure, it was the end of yet another working week, and god knows there’d be more of them to come, but this Friday was special. It was the start of your long-awaited vacation week. You had nine entire days to recharge your batteries, and you planned on making the most of your lack of responsibilities, considering how hard you’d been working this month.
You had been burning the candle at both ends for a while now, and you were looking forward to doing nothing for a whole week. Literally, nothing! Except, perhaps, those things that brought you joy, such as binge-watching Netflix for hours on end or eating ice cream straight out of the tub.
Yes, you had big plans for yourself. Not to mention, you were also eager to spend some quality time with your lover, anticipating that your newfound free time would offer ample opportunities for you to truly indulge in each other. These were the dreamy thoughts that swam around in your head as you turned on your engine and took down your hair, releasing it from its pinned-up prison.
Your eyes might’ve been on the road but your mind was driven wild with the endless possibilities of ways to spend your evening. 
Apparently, fate had plans of its own. Plans to screw you, to be precise. 
The ringing of your phone soon cut through your sense of inner peace, as you received a call from the guy who was due to fix your central heating. Turns out he could only make it around to your place tonight and he was already on his way over. 
There you stood in the hall of your apartment. Downright furious at the prospect of having to delay your cute lil’ self-care evening a minute longer, you stewed in quiet frustration for a few minutes before dialing Dave’s number. 
After picking up on the second ring, Dave was soon informed of your woes, and for the sake of your sanity, he let you vent for a while before telling you that he was on his way over.
Awkward smiles were traded as you exchanged small talk with the pleasant engineer, expressing that your boyfriend, who was much more knowledgeable on matters like these, would be over soon so you might as well wait for him before starting any repairs. 
When the front door opened, you were overjoyed at Dave’s arrival. You eagerly took a step back and allowed him to swiftly take over interactions with the man, suddenly grateful for his ever-present need for control as it seemed to prove quite useful in this particular situation. 
Several more words passed between the two men before Dave turned his attention to you. 
“I've got this handled, baby. Why don’t you head upstairs? You had some self-care thing you wanted to do, right?”
You knew Dave York was often out of his depths when it came to discussing the things you liked. You even wondered whether he really understood the concept of ‘self-care’, having foregone such a thing during his intensive CIA days. However, your man was trying. He was trying to salvage your plans for the evening, trying to take some of that weight off your shoulder and make things a little easier for you. You recognised his intentions, and whilst you were still getting used to being taken care of in such a deeply personal way, you had come to appreciate how this man showed you love. 
You were never one for extravagance. Never one who cared for elaborate gestures that gave couples something to boast about on social media and, you were coming to learn, neither was Dave.
You didn't need those lavish words of affection or performative displays of romance - they simply didn’t do it for you.
Honestly, you hadn’t really cared for acts of service much in the past. Yet as you held the lavender nail polish in your hands, you took a moment to reflect upon your relationship with the man currently in your kitchen. Feeling all warm and fuzzy inside, you plucked your glass of wine from the bedside table and loaded up an episode of Sex and the City. You were now perfectly relaxed, ready to begin your self-care rituals - but not before taking a moment to delight in the notion of acts of service.
Thank you for reading!
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ajnalinaidu · 5 months
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Transforming Government-Citizen Interaction through NLP Advancements
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Understanding NLP:
NLP, an offshoot of artificial intelligence (AI), centers on facilitating interaction between machines and humans through natural language. It empowers computers to comprehend, interpret, and generate human language, effectively bridging the human-machine divide.
Applications of NLP in government communication:
Chatbots: NLP-driven chatbots serve as pivotal tools in government communication, providing instantaneous responses, guidance, and support to users. This technology aids citizens in navigating government services, reducing the workload on customer service representatives while enhancing user experience.
Sentiment Analysis: NLP enables governments to analyze public sentiment, drawing insights from social media and other platforms. Understanding citizen opinions assists in policy adjustments and bolstering trust and satisfaction.
Language Translation: NLP-based translation tools break language barriers by automatically translating government communications into multiple languages, ensuring inclusivity and accessibility for diverse populations.
Information Extraction: NLP streamlines the extraction of vital information from vast documents, facilitating efficient decision-making and policy formulation within government departments.
Speech Recognition: NLP-powered speech recognition simplifies call center operations and transcribes public events, ensuring accessibility and wider dissemination of information.
Conclusion:
NLP stands as a transformative force in government-citizen interaction, enhancing efficiency, accessibility, and citizen satisfaction. Its applications in chatbots, sentiment analysis, translation, information extraction, and speech recognition reshape communication paradigms. As NLP evolves, expect innovative solutions that further revolutionize government-citizen engagement.
INA Solution specializes in crafting NLP solutions tailored to government communication needs.
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