The Indian Space Research Organisation (ISRO) has introduced a free, one-day course on machine learning, offering a unique chance for professionals, students, and researchers to develop skills in artificial intelligence and geospatial technology. Conducted by the Indian Institute of Remote Sensing (IIRS), a premier institute under ISRO, the program is part of an initiative to promote innovation and capacity building in advanced technology domains.  

The course, designed to last one day, is tailored for individuals with backgrounds in civil engineering, computer science, and geoinformatics. It aims to provide foundational and practical knowledge in machine learning and its applications in geospatial sciences.  

Participants will gain insights into the following topics:  

  • Fundamentals of Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL)  
  • ML methods and deep learning concepts  
  • Applications of spaceborne Lidar systems  
  • Hands-on training with Google Earth Engine for ML tasks  
  • Python programming for ML/DL model development  

Registration for the course can be completed through the official IIRS website. The steps include:  

  1. Visiting the IIRS portal.  
  2. Navigating to the Distance Learning Programmes section.  
  3. Selecting the EDUSAT program.  
  4. Completing the registration form and awaiting login credentials for the Learning Management System (LMS).  

Participants who successfully complete the course can download a certification of completion directly from ISRO's LMS platform.  
This course provides a rare opportunity to learn from ISRO's experts and gain practical experience in machine learning using real-world tools like Google Earth Engine and Python. The initiative is particularly valuable for those aiming to work in cutting-edge fields like geospatial technology, AI, and remote sensing.  

Through the IIRS outreach program, ISRO continues to advance its mission of democratizing access to high-quality education in advanced scientific fields. By offering free programs like this, it seeks to empower individuals with the knowledge and skills needed to contribute to innovation and development in India and beyond.  

This initiative represents ISRO's commitment to fostering talent and equipping the next generation of professionals and researchers to address complex challenges using modern technology.

Maharashtra's Palghar district has become a hotspot of controversy following allegations of a cash-for-votes scheme involving Bharatiya Janata Party (BJP) leader Vinod Tawde. A police raid at a hotel in Nalasopara, where Tawde was present, resulted in the seizure of ₹9.93 lakh in cash along with several incriminating documents. The incident has raised serious concerns about electoral malpractices on the eve of Assembly elections.  

The raid was triggered by complaints from activists of the Bahujan Vikas Aghadi (BVA), who accused Tawde of distributing money to influence voters. Hitendra Thakur, the BVA chief, claimed the cash was being used to sway election outcomes. Tawde, however, has refuted these allegations, stating that he was in Nalasopara to provide guidance on election procedures to party workers and not to engage in illicit activities.  

Deputy Chief Minister Devendra Fadnavis has come to Tawde’s defense, asserting that he is innocent and was merely interacting with BJP workers. Fadnavis also alleged that BVA workers attacked BJP candidate Rajan Naik and party supporters, accusing the opposition of resorting to violence to disrupt the BJP’s campaign.  

Key Findings from the Raid

  • A sum of ₹9.93 lakh in cash was confiscated.  
  • Documents potentially linked to electoral malpractices were recovered.  
  • Complaints filed by BVA activists led to the operation.  

Legal Implications and Investigations

The election department has taken cognizance of the incident, registering cases under charges of unauthorized cash possession, breaching the model code of conduct, and holding unapproved press conferences. Authorities are now investigating the source of the cash and its intended purpose.  

Political Fallout  

The incident has heightened tensions in the region, with accusations and counter-accusations flying between political parties. While the BVA insists the BJP is engaging in unethical practices, the BJP has countered with claims of violence and harassment by the opposition.  

This scandal underscores the challenges of ensuring a free and fair electoral process. With investigations ongoing, the controversy casts a shadow over the integrity of the Assembly elections, further polarizing the political landscape in Maharashtra.

A significant transformation is being witnessed in the landscape of medical education, as emerging global trends drive change. The COVID-19 pandemic has been credited with accelerating the adoption of technology, emphasising the need for healthcare professionals who are adaptable, compassionate, and technologically proficient.  

According to the World Health Organization (WHO), the integration of artificial intelligence (AI), virtual reality (VR), and augmented reality (AR) into medical education is being prioritised. Education pathways are being tailored to meet the individual needs and learning styles of students. Collaborative learning across different disciplines is being promoted to enhance teamwork and communication. A shift towards skills and competencies is being focused on, moving away from traditional classroom instruction.  

Patient care is being enhanced through the use of technology-driven diagnosis and treatment, which has led to improved collaboration and communication among healthcare teams. The emphasis on preventive care and public health is also growing, while the development of empathetic and culturally sensitive healthcare providers is being actively encouraged. In India, the National Medical Commission’s (NMC) revised curriculum is focusing on competency-based education, and AI-powered simulation-based training is being introduced to better prepare students for the evolving healthcare landscape. Collaborations between Indian medical institutions and international universities are also being fostered to promote global learning and innovation. 

To address the shortage of healthcare professionals in rural areas, efforts are being made to leverage technology and increase access to quality medical education. Research and innovation in healthcare are being strongly supported to meet the increasing demand for skilled professionals. Globally, 80% of medical institutions have incorporated digital technologies into their curricula, and 70% of Indian medical students prefer online learning platforms. By 2030, a 50% increase in global demand for healthcare professionals is expected, further highlighting the importance of adapting medical education to these trends.

As per National Medical Commission (NMC), as the healthcare landscape continues to evolve, India’s medical education system must embrace these global trends to produce compassionate, skilled, and technologically adept healthcare professionals.

NITI Aayog CEO Parameswaran Iyer emphasised that India requires a staggering 2,500 universities to accommodate 50% of eligible students, highlighting a severe shortfall in the country's higher education infrastructure.

Currently, India's gross enrollment ratio (GER) stands at 26.3%, with only 31.3 million students enrolled in higher education institutions out of 120 million eligible students in the 18-23 age group.

According to NITI Aayog, Ministry of Education, India presently has 1,043 universities and 42,343 colleges, which are woefully inadequate to meet the growing demand for higher education. The government has acknowledged this challenge and initiated several reforms, including the National Education Policy (NEP) 2020 and the Higher Education Commission of India (HECI) Bill.

The NEP 2020 aims to transform India's education system by 2030, with a focus on accessibility, affordability, and quality. The HECI Bill seeks to create a single regulator for higher education, promoting transparency and accountability.

The government has also launched the Scheme for Transformation and Holistic Advancement of Resources for Education (STHARE) to strengthen infrastructure, faculty, and research capabilities. As India strives to become a knowledge-based economy, the shortage of universities poses a significant hurdle. The government's efforts to bridge this gap will be critical in shaping the country's future.

Key Statistics:

  • Current GER: 26.3%
  • Eligible students: 120 million
  • Enrolled students: 31.3 million
  • Total universities: 1,043
  • Total colleges: 42,343
  • Target GER: 50% by 2035

According to NITI Aayog, Ministry of Education, next steps:

  • Implementation of NEP 2020 and HECI Bill
  • Expansion of universities and colleges
  • Improvement in quality and accessibility
  • Enhanced focus on research and innovation

To accelerate artificial intelligence (AI) research and innovation in India, the government has officially launched the AI Mission Fellowship Program. This program aims to identify and nurture AI talent, offering fellowships of ₹1 lakh to ₹2 lakh per annum for a duration of 2-3 years to students pursuing AI-related studies.

As per IndiaTV News reports, the fellowship program is open to students currently pursuing BTech, MTech, PhD, or integrated MSc/MTech degrees in AI-related fields. Applicants must be between the ages of 18 and 35 and meet specific academic criteria set by the program. 

The selection process for the fellowship will be highly competitive and will include:

  • Evaluation of academic performance
  • Review of research proposals
  • Interviews with industry experts to assess potential and passion for AI innovation

The primary goals of the AI Mission Fellowship Program are:

  1. To cultivate top-tier AI talent within India
  2. To bridge the gap between academic research and industry needs
  3. To foster entrepreneurship in the AI domain, particularly in AI-based startups

Students interested in applying for the fellowship can register online through the official AI Mission website at [aimission.gov.in](http://aimission.gov.in). The application window will be open from June 15, 2024, to August 15, 2024.

  • Application start date June 15, 2024
  • Application end date: August 15, 2024
  • Interviews-September 2024

Fellowship recipients will receive:

  • Financial support ranging from ₹1 lakh to ₹2 lakh per annum
  • Mentorship from leading AI professionals and industry experts
  • Networking opportunities with key players in the AI field

For further information, applicants can visit the AI Mission website or contact the program team:

- Website: [aimission.gov.in](http://aimission.gov.in)
- Phone: +91-11-2436-0700

The AI Mission Fellowship Program is set to become a catalyst for India’s AI research ecosystem, helping to nurture the next generation of AI professionals. By offering financial support, mentorship, and networking opportunities, the government aims to boost India’s position as a leader in AI innovation and entrepreneurship.

The Indian education sector has been undergoing significant changes, marked by both notable developments and challenges that need to be addressed for future growth. Here’s an overview of the recent trends, challenges, and key statistics shaping India’s education landscape.

A major reform initiative, the NEP 2020 aims to overhaul India’s education system by 2040. It focuses on providing holistic, flexible, and multidisciplinary education, with an emphasis on critical thinking, creativity, and skill development. The shift towards online learning platforms and digital resources has accelerated, especially post-pandemic. Virtual classrooms, e-learning tools, and digital assessments have become integral parts of the education system, reaching students far and wide.

The focus has shifted towards vocational training and skill development to prepare students for the job market. Initiatives such as the Skill India Mission are fostering an ecosystem to equip young people with the necessary skills. India has seen growing partnerships with foreign universities, creating opportunities for students to benefit from global educational standards and research collaboration. As per India Today reports, the government allocated ₹1.04 lakh crore for education in the Union Budget of 2022-23, underscoring the commitment to improving educational infrastructure, access, and quality.

A major issue remains the disparity in the quality of education between rural and urban areas. While urban centres have access to better resources, rural regions still face challenges related to outdated teaching methods and limited facilities. Many marginalised communities, particularly in rural and remote areas, still have limited access to education. Despite efforts to improve, significant gaps persist in terms of infrastructure, teacher availability, and learning resources.

Continuous teacher development is crucial, yet many teachers, particularly in government schools, lack the necessary training to implement modern teaching methods or integrate digital tools effectively. Government schools, especially in rural areas, continue to suffer from inadequate infrastructure, including insufficient classrooms, sanitation facilities, and learning materials, hindering student performance. High dropout rates, particularly among girls, continue to be a pressing challenge. Factors such as poverty, early marriages, and lack of awareness contribute to these rates, leaving a significant portion of the population without access to education.

The Gross Enrollment Ratio (GER) in higher education rose to 27.3% in 2020-21, showing positive trends towards broader access to education. India’s literacy rate increased to 77.7% in 2021, reflecting the progress made in spreading literacy across the country. The ratio improved to 1:23 in 2020-21, indicating better availability of teachers per student.

Several government initiatives have been launched to address these challenges: An integrated scheme to promote school education, focusing on improving quality, infrastructure, and inclusivity. Aimed at boosting the quality of higher education, through better funding and infrastructure support. Focused on training the youth to enhance their employability by providing vocational training programs.

 The rise of EdTech startups has been a game-changer in the Indian education sector. These startups are providing innovative solutions for learning, assessment, and skill development, making education more accessible and personalised. With increasing demand for quality education, there has been a rise in the establishment of private universities, catering to diverse academic needs and offering specialised programs.

The future of India’s education sector looks promising with continued emphasis on: Increasing focus on skill development and vocational training to better equip students for the workforce. Further adoption of digital platforms to enhance learning and make education more inclusive. Efforts will continue to focus on improving the quality of education through better teacher training, infrastructure development, and innovative teaching methodologies.

The Indian education sector is poised for growth, but overcoming challenges such as quality disparities and access issues will be crucial for achieving the goals outlined in NEP 2020.

A disturbing new scam has emerged in rural India, where unemployed men are being duped by false promises of jobs related to pregnancy care. Targeting vulnerable individuals in areas with high unemployment, the scammers have been exploiting the lack of awareness in rural districts to profit from their fraudulent activities.

The scammers claim to offer jobs at government hospitals or clinics, specifically in the field of pregnancy care and reproductive health. Victims are asked to pay a registration or training fee ranging from ₹5,000 to ₹10,000 to secure a position. They are then provided with fake certificates and ID cards that make the scam appear legitimate.
This scam has primarily affected rural districts in states such as Uttar Pradesh, Bihar, and Madhya Pradesh. These regions, which suffer from high unemployment rates and limited access to reliable information, have become hotspots for fraudsters preying on desperate job seekers.

The fraudsters begin by posting fake job openings on social media platforms or in local newspapers. Once a potential victim expresses interest, the scammers contact them, promising lucrative employment opportunities in pregnancy care. After asking for a registration fee, they provide fake training sessions or orientation programs to further convince the victim of the legitimacy of the job. 

Unfortunately, once the victim has paid the required fees, they never receive any job placement, and the scammers disappear, leaving the victims with financial losses and emotional distress.
The victims of this scam face significant consequences, including: The ₹5,000-₹10,000 fee paid by each victim is a substantial sum, particularly in rural areas where incomes are lower. Many victims feel embarrassed and betrayed after realising they've been scammed, leading to stress and anxiety. The time and resources spent on the fake training sessions or job searches have been completely wasted.

Local police have launched investigations into the scam, with efforts to track down the fraudsters. In addition, awareness campaigns are being conducted in the affected areas to educate people about the scam and how to recognize fake job postings. To avoid falling prey to similar scams, experts urge job seekers to: Always cross-check job opportunities through official government websites or recognized recruitment platforms. Investigate the company or organisation thoroughly before making any payments. Be sceptical of job offers that come unsolicited, especially those requiring advance payments. If something seems too good to be true, report it to local authorities or consumer protection organisations.

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