30 thousand people homeless due to fire in California, Hollywood stars left the city… Elon Musk raised these questions

Fire in California

Fire in California The fire in the forests of California state of America has become more severe. 30 thousand people have migrated due to the fire. American billionaire Elon Musk has raised questions on the incident. Fire in California So far 30 thousand people have fled from their homes due to the fire in the … Read more

डोनाल्ड ट्रंप 13 नवंबर को राष्ट्रपति जो बाइडेन से करेंगे मुलाकात.

डोनाल्ड ट्रंप

अमेरिका में कुल 538 इलेक्टोरल कॉलेज वोट हैं। वोटों की गिनती अभी भी जारी है। इनमें से डोनाल्ड ट्रंप 295 इलेक्टोरल वोट जीतकर बहुमत का आंकड़ा पार कर चुके हैं जबकि कमला हैरिस 226 इलेक्टोरल वोट के साथ उनसे काफी पीछे हैं। बहुमत पाने के लिए किसी उम्मीदवार को 270 इलेक्टोरल वोट जीतने की जरूरत … Read more

How to Increase Followers on Instagram:इंस्टाग्राम पर फॉलोअर्स कैसे बढ़ाएं 2024

How to Increase Followers on Instagram English And Hindi

हिंदी के लिए सब से नीचे जाये How to Increase Followers on Instagram In the ever-changing world of social media, Instagram is one of the most popular platforms for personal branding, business promotion, and community building. Whether you’re an influencer, a small business owner, or want to grow your personal brand, increasing Instagram followers is … Read more

What Is AI (Artificial Intelligence) How To Learn Complete Guide 2024

What Is AI (Artificial Intelligence) How To And Learn
AI (Artificial Intelligence) How To Learn
AI (Artificial Intelligence) How To Learn

AI (Artificial Intelligence) How To Learn AI (Artificial Intelligence) is a technology in which computers and machines are programmed in such a way that they can think and make decisions like humans. AI is being used in various fields and it is changing our world in many ways. Here is detailed information about AI and its effects on the world:

AI (Artificial Intelligence) How To Learn

Types of AI (Artificial Intelligence) How To Learn

  1. Narrow AI (Weak AI):
  • It is designed for a specific task. For example, voice assistants (such as Siri, Alexa), chatbots, and recommendation engines (such as Netflix’s movie recommendations).

2. General AI (Strong AI):

  • It has human-like intelligence and can perform any task that a human can do. However, this level of AI has not been developed yet.

3. Superintelligent AI:

  • It is far ahead of human intelligence. There is a lot of discussion about what this type of AI can be in the future and its possible effects.

Important Applications of AI (Artificial Intelligence) How To Learn

  1. Healthcare:
  • AI-based systems help in identifying and diagnosing diseases. For example, image recognition algorithms can examine X-rays and MRI scans.
  • AI is also used in drug discovery, making the development of new drugs faster and more efficient.

2. Education:

  • AI improves the personalized learning experience. It analyzes the performance of students and provides them with personalized support.
  • AI-based tools assist teachers with administrative tasks, allowing them to focus more on teaching.

3. Transportation:

  • Self-driving cars and autonomous vehicles are an important application of AI. These technologies can help increase safety on roads and reduce traffic jams.

4. Finance:

  • AI is used in financial analysis and trading. It analyzes large data sets and provides accurate recommendations for investments.
  • In banking, AI is used in fraud detection and customer service.

5. Entertainment:

  • AI-based algorithms provide personalized recommendations, such as music playlists and movie recommendations. For example, Spotify and Netflix.

6. Agriculture:

  • AI-based systems are used in crop health checks, soil analysis, and other important farming tasks.

Impact of AI on the world

  1. Impact on jobs:
  • AI is automating many tasks, putting some jobs at risk, but also creating new types of jobs.
  • The need for skill training and retraining is increasing.

2. Social impact:

  • AI-based technologies are making our daily lives simpler and more efficient.
  • Along with this, privacy and data security issues have also become important.

3. Economic Impacts:

  • AI is boosting productivity and innovation across various industries, leading to economic growth.
  • As a result, issues such as economic inequality and access to AI technology are also arising.

4. Ethical and Legal Impacts:

  • Ethical questions and legal challenges related to the use of AI are emerging. For example, determining liability in cases of accidents by autonomous vehicles.

The way Ai (Artificial Intelligence) works is quite complex and it uses various techniques and principles. Here is the working process of AI explained in simple language: AI (Artificial Intelligence) How To Learn

AI (Artificial Intelligence) How To Learn

1. Data Collection and Pre-processing

Data Collection:

  • A lot of data is needed to train an AI system. This data can be collected from various sources, such as sensors, internet, human interaction, etc.

Pre-processing:

  • The data is cleaned and organized. This includes removing noise, normalizing the data, and bringing the data into a standard format.

2. Model Selection and Training

Model Selection:

  • There are different types of models in AI, such as Decision Trees, Neural Networks, and Support Vector Machines. The appropriate model is selected depending on the nature of the problem.

Model Training:

  • The selected model is trained on the collected data. During training, the model learns patterns and relationships from the data. This is often done by an algorithm, such as backpropagation in neural networks.

3. Model Testing and Validation

Model Testing:

  • The model is tested on new and unseen data to check how well it is working.

Validation:

  • The accuracy and performance of the model is measured. Various metrics are used for this, such as Accuracy, Precision, Recall and F1 score.

4. Prediction and Decision Making

Prediction:

  • Once the model is trained and tested, it is applied to real-world data. The model makes predictions based on the input data.

Decision Making:

  • Based on the predictions made by the model, the system makes decisions and takes action. For example, a self-driving car can decide to brake based on the signal.

5. Feedback and Learning

Feedback:

  • The system receives constant feedback, which helps it improve its performance. This feedback can be provided by humans or other sensors.

Learning:

  • The AI ​​system constantly learns from new data and keeps updating its model. This is called continuous learning.

AI techniques and how they work

AI

Machine Learning:

  • It is a sub-branch in which computers learn patterns from data and make predictions using algorithms. It includes supervised learning, unsupervised learning, and reinforcement learning.

Deep Learning:

  • It is an advanced form of machine learning, which uses neural networks. It consists of many layers that recognize complex patterns of data. Deep learning is very useful in image and voice recognition.

Natural Language Processing (NLP):

  • It is a branch of AI that uses algorithms to understand and process human language. Chatbots and language translation are examples of this.

There have been several major objectives and motivations behind the creation of AI (Artificial Intelligence). These objectives range from making human life simpler and more efficient to improving scientific research and industrial processes. Here is a description of the main reasons for creating AI:

1. Making human labor easier

  • Automation: One of the major objectives of AI is to automate repetitive and time-consuming tasks, reducing the need for human labor. For example, the use of robots in factories, automation of data entry.
  • Increasing productivity: AI systems can work faster and with accuracy, which increases productivity.

2. Improving accuracy and efficiency

  • Error reduction: AI systems are less prone to human errors. These systems can function with accuracy and consistency.
  • Data analysis: AI is capable of analyzing large data sets, which can be difficult and time-consuming for humans. It is important in business intelligence, healthcare, and scientific research.

3. Innovation and Research

  • New Discoveries: AI is playing a vital role in scientific research and innovation. It is helping in the discovery of new drugs, climate modeling, and space research.
  • Problem Solving: AI provides new methods and algorithms to solve complex problems that could not be solved by traditional methods.

4. Improving Consumer Experience

  • Personalized Recommendations: AI analyzes user data to provide personalized recommendations, such as movie recommendations on Netflix, product recommendations on Amazon.
  • Chatbots and Customer Service: AI based chatbots provide 24/7 customer service, giving consumers instant assistance.

5. Improving Healthcare

  • Disease Detection: AI systems are used to analyze medical imagery (such as X-rays, MRIs) and detect diseases.
  • Telemedicine: AI helps doctors and patients provide remote medical services, thereby increasing access to healthcare.

6. Transportation and Security

  • Automated Vehicles: Self-driving cars and drones are making transportation safer and more efficient.
  • Security Surveillance: AI helps identify suspicious activities by analyzing footage from security cameras.

7. Education and Training

  • Personalized Learning: AI-based systems analyze students’ learning patterns and provide personalized learning content.
  • Training Simulation: AI makes training more effective through simulations and virtual reality.

There are many sources and resources available to learn AI (Artificial Intelligence). These resources are suitable for different levels and fields, whether you are a beginner or an experienced professional. Here is a description of some of the major sources and platforms to learn AI:

1. Online Courses and Platforms

Coursera:

  • Machine Learning: Andrew Ng’s famous course, which covers the basic principles of machine learning.
  • AI for Everyone: This course provides general information about the basic principles and applications of AI.

edX:

  • Artificial Intelligence: Courses covering various aspects of AI, such as courses from MIT and Harvard.
  • Professional Certificate in AI: Professional certificate program that covers various principles and applications of AI in depth.

Udacity:

  • AI Nanodegree: This program focuses on deep learning, natural language processing, and other AI topics.
  • Deep Learning Nanodegree: Covers various aspects of deep learning.

Khan Academy:

  • Introduction to AI: Free course that covers the basic principles and applications of AI.

2. Online Tutorials and Blogs

Towards Data Science:

  • AI and Machine Learning: Various articles and tutorials that cover various aspects of AI and machine learning.

Medium:

  • AI and ML: Articles and tutorials written by experts that explain various aspects of AI in detail.

Analytics Vidhya:

  • AI and Machine Learning: Tutorials, courses, and blogs that cover various aspects of AI and machine learning.

3. Online Library and eBooks

GitHub:

  • Free eBooks and Resources: Various free eBooks and resources are available on GitHub that cover various aspects of AI.

O’Reilly:

  • AI Books: O’Reilly’s books and eBooks cover various theories and applications of AI and machine learning.

4. Programming and Practical Platform

Kaggle:

  • Datasets and Competitions: Various AI datasets and competitions are available on Kaggle, through which you can improve your skills practically.
  • Courses: Kaggle’s free courses that cover various aspects of AI and machine learning.

Google Colab:

  • Practical Coding: Google Colab is a free platform where you can code and run AI and machine learning models in Python.

5. Academic Books and Research Papers

AI: A Modern Approach (Stuart Russell and Peter Norvig):

  • Classic Textbook: This book covers various principles and algorithms of AI in depth.

Research Papers:

  • Google Scholar: To read and understand the latest AI research papers.
  • arXiv: Latest research papers are available in various areas of AI.

6. Youtube Channel

3Blue1Brown:

  • Machine Learning and AI: Videos explaining the principles of machine learning and AI in a visual and interactive way.

Sentdex:

  • Python Programming and AI: Video tutorials focused on AI and machine learning projects in Python.

7. Universities and Academic Institutions

Massachusetts Institute of Technology (MIT):

  • OpenCourseWare: Free online courses that cover various aspects of AI and machine learning.

Stanford University:

  • AI Courses: Stanford’s free online courses and tutorials that cover various principles and applications of AI.

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Biden vs Trump in US presidential election, world’s eye on election, whose victory will benefit India 2024

Biden vs Trump in US presidential election, world's eye on election, whose victory will benefit India
Biden vs Trump in US presidential election, world's eye on election, whose victory will benefit India
img by hindustantimes

Biden vs Trump in US presidential election, world’s eye on election, whose victory will benefit India

Both candidates, Joe Biden and Donald Trump, are being closely monitored for the real consequences of the White House race. Especially the Gaz war and support to Israel are one of the reasons for this. At the same time, America’s tension with Russia has also increased due to the Ukraine war


Highlights Biden vs Trump in US presidential election, world’s eye on election, whose victory will benefit India


Presidential election will be held in November in America Donald Trump and Joe Biden are to be the contestants World’s eye on the new presidential election in America Presidential election is to be held in America this year.


Washington: Presidential election is to be held in America at the end of this year. The world keeps an eye on the election of the new president in America, which is considered the most powerful country in the world.

The reason for this is that with the change of president, American foreign policy and White House decisions leave their impact on different parts of the world. The first debate between Democrat Joe Biden and Republican Party’s Donald Trump took place in America on Thursday, sounding the trumpet for the presidential election.

How this election will affect the world and why many countries, especially India, are keeping an eye on it. BBC has reported on this.

It has been told what effect this is going to have on India and China, another important country in Asia.

China is an important country among those countries which are keeping an eye on the US election.

Both the candidates for the US election are competing to be tough towards Beijing and their economic policies to counter the rise of China are similar but their approaches to dealing with China’s regional influence are very different. The biggest difference between the two is about Taiwan. On many occasions, Biden has talked about protecting Taiwan. At the same time, Trump has accused Taiwan of weakening American businesses and has expressed opposition to a US bill that sends aid there. This has led some people to question whether they would be ready to come to Taipei’s aid if needed. It can be said that when America votes for the new president, China is unlikely to have any favorite in the fight.

What is the importance of US election for India

According to the report, India is in a good position in the eyes of the White House. America sees India as a geopolitical counterweight to China.

India is the fifth largest economy in the world, which will become the third largest economy by 2030. After the general elections in India earlier this month, Narendra Modi has become Prime Minister for the third consecutive time.

India has been accused of lagging behind democratically in recent years and misrepresenting the economic picture, but given India’s strategic importance, this does not matter to America.

Whatever happens in the US election does not make any difference to how India will act on the global stage. Both candidates are well known to India.

S 400, the most powerful air defense will be maintained in India itself

If Biden remains president, the status quo will remain, which means healthy trade relations and red carpet treatment. Only last year, Narendra Modi went to Washington for an official state visit. Here a grand reception was organized at the White House in honor of Prime Minister Modi and he also addressed a joint session of Congress.

On the other hand, even if Donald Trump is re-elected, it will not make much difference. He has praised Narendra Modi on many occasions. Trump visited India in 2020 while he was President. During this time, he went to Modi’s home state Gujarat and was given a grand welcome.

This shows that there is not much loss or gain for India in both situations.

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