People have tried to define data science for over a decade now, consisting of math and statistics, subject expertise (knowledge about the domain to abstract and calculate), and hacking skills. Essentially if you can do all three, you are already highly knowledgeable in the field of data science.
Data science is a concept used to tackle big data and includes data cleansing, preparation, and analysis. A data scientist gathers data from multiple sources and applies machine learning, predictive analytics, and sentiment analysis to extract critical information from the collected data sets. They understand data from a business point of view and can provide accurate predictions and insights that can be used to power critical business decisions.
Anyone interested in building a strong career in this domain should gain critical skills in three departments: analytics, programming, and domain knowledge. Going one level deeper, the following skills will help you carve out a niche as a data scientist:
A data analyst is usually the person who can do basic descriptive statistics, visualize data, and communicate data points for conclusions. They must have a basic understanding of statistics, a perfect sense of databases, the ability to create new views, and the perception to visualize the data. Data analytics can be referred to as the necessary level of data science.
A data analyst should be able to take a specific question or topic, discuss what the data looks like, and represent that data to relevant stakeholders in the company. If you’re looking to step into the role of a data analyst, you must gain these four key skills:
Data science is an umbrella term that encompasses data analytics, data mining, machine learning, and several other related disciplines. While a data scientist is expected to forecast the future based on past patterns, data analysts extract meaningful insights from various data sources. A data scientist creates questions, while a data analyst finds answers to the existing set of questions.
Machine learning can be defined as the practice of using algorithms to extract data, learn from it, and then forecast future trends for that topic. Traditional machine learning software is statistical analysis and predictive analysis that is used to spot patterns and catch hidden insights based on perceived data.
A good example of machine learning implementation is Facebook. Facebook’s machine learning algorithms gather behavioral information for every user on the social platform. Based on one’s past behavior, the algorithm predicts interests and recommends articles and notifications on the news feed. Similarly, when Amazon recommends products, or when Netflix recommends movies based on past behaviors, machine learning is at work.
Machine learning is just a different perspective on statistics. The following are critical skills that can help you jumpstart your career in this fast-growing domain:
Because data science is a broad term for multiple disciplines, machine learning fits within data science. Machine learning uses various techniques, such as regression and supervised clustering. On the other hand, the data’ in data science may or may not evolve from a machine or a mechanical process. The main difference between the two is that data science as a broader term not only focuses on algorithms and statistics but also takes care of the entire data processing methodology.
Source: Quora
Data science can be seen as the incorporation of multiple parental disciplines, including data analytics, software engineering, data engineering, machine learning, predictive analytics, data analytics, and more. It includes retrieval, collection, ingestion, and transformation of large amounts of data, collectively known as big data. Data science is responsible for bringing structure to big data, searching for compelling patterns, and advising decision-makers to bring in the changes effectively to suit the business needs. Data analytics and machine learning are two of the many tools and processes that data science uses.
Therefore,We are inviting Potential Volunteers to come visit Nepal ,exchange cross culture ,experience Nepal Himalyas ,Pokhara ,Chitwan Lumbini and many more and please help our youths learning above said Data Science ,Machine Learning and so on .
If you require further information ,we can do an online orientation interaction Meeting for further informations if required any .
Nepal is one of the most beautiful, culturally rich and welcoming country in the world. Nepal is very rich in diversity where temperature and culture differs every minutes of distance . It is home to Mount Everest, the birthplace of Lord Buddha, and an astonishingly beautiful and diverse landscape, ranging from the well-known peaks of the Himalayas to the low-lying regions of the Terai-Madesh. The Nepali people are as diverse as the geography, with over 70 languages or dialects and scores of traditional festivals celebrated throughout the year.
However, Nepal is among the poorest and least developed countries in the world with low rates of literacy, high rates of poverty and a persistent gender imbalance. The government is frequently unable to provide adequate education and health facilities throughout the country and both urban and rural areas are forced to live without the necessary resources to promote the growth and development of their communities:
We envision contributing towards creating Jobs & reducing all types of Poverty, Preparedness of FMNs ( Futurist Mothers of Nepal ),conservation, Climate Change, Sustainable, Digital & More Organic Nepal. Our vision is to contribute toward United Nation's Sustainable Goals through FMN ( Futurist Mothers of Nepal ),SAF AgriTech, SAF Agri solution, SAF, SAF Food Tech, SAF Environment& Conservation Tech, SAF Fin Tech, SAF Medi Tech, SAF Media Tech, SAF Hospitality & Tourism Tech, EcoHomestay Nepal, PCRC -Red Panda Conservation & Research Center & more...
We envision creating jobs and contributing to Nepal's Rural Sustainable Tourism, Poverty, Unemployment, Conservation and Climate change, carbon footprint, Food Safety & Food Scarcity, Environment, Public Health, Preparedness of FMNs and so on. Our vision is to contribute toward Organic Food, Cleaner, Greener, Digital and more Sustainable Organic Nepal.
We believe in turning challenges into opportunities and we also believe that problem solving can be a Career, Job & business opportunity. Tourism helps flow Consumers & encourage Consumers in consuming Goods & Services. Therefore, Tourism is the key for every sector.
Why ,EcoHomeStay ,UFC, FMN,SAF Nepal VOLUNTEERS ?
We seek to address the issues of environment, Climate Change, Preparedness & Financial Freedom of FMNs ( Futurist Mothers of Nepal ) ,Agriculture, Wild Lives, Conservation, Red Panda, Birds ,Forestation ,Organic,Technology,Farmers Market, Innovation ,Research, Youth & Women Empowering, Education & Children, Nutrition ,Waste Management ,Food & Public Health, Rural Development , Rural & Sustainable Tourism, literacy, poverty and gender imbalance by partnering with institutions, organizations & Individuals and ensuring that the progress made is sustainable. We also run a cross-cultural exchange program, Nepali language and cultural classes, Mentorship, Internship, Fellowship,OJT, Volunteering, Practicum, Research , Innovation , Workshop , Training , Meditation , Yoga , Organic Farm Stay and EcoHomeStay program in Nepal.
Volunteering, Internship Research ,Innovation work in Nepal can be an extremely rewarding and life-changing experience. Your efforts can bring great changes in the lives of individual people and the wider community. This cannot be said enough. In the difficult times that Nepal is now facing post Pandemic Crisis, your contribution of time or resources is extremely valuable.
We envision creating jobs and contributing to Nepal's Rural Sustainable Tourism, Poverty, Unemployment, Conservation and Climate change, carbon footprint, Food Safety & Food Scarcity, Environment, Public Health, Preparedness of FMNs and so on. Our vision is to contribute toward Organic Food, Cleaner, Greener, Digital and more Sustainable Organic Nepal.
Our Vision,mission,Goal,Core Objectives are to help local farmers,Futurist Mothers of Nepal(FMNs ),youth entrepreneurs,grassroots people,reduce poverty,contribute to environment,climate change,waste,management,education,PublicHealth,employment,
Technology ,Innovation ,Research ,Capacity building ,Marketing , Promotion ,Digitization ,Sustainability.Our finding is that main challenges are marketing , promotion ,branding , Also ,Our Local Nepalese Youths, Students,FMNs,Entrepreneurs,Farmers dream to learn these special skills by considering our Volunteers & Interns as their Mentors & apply these learning Methods- " by learning by doing " , Learning by Making Mistakes "
We welcome international Volunteers & Interns to participate in these projects & our Nepal Volunteering Program so that Our Local Youths, Farmers,Futurist Mothers ,Entrepreneurs and International Volunteers will make a big team and learn from each others.
What is included in internship/volunteering?
As a volunteer, you will receive an introduction that includes Nepali lessons and sightseeing, and we take you to your host family and workplace.
Responsibilities - The main responsibility shall be collaborating with our Local Youths,farmers,women groups, Entrepreneur's, and actively participate in the projects and Programs. Any of your skills can be of most value.
Fresher & Learners ! - If you are highly self-motivated with will power to take the challenge and learning by making mistakes and Learning by Doing then you can choose our Volunteer or Internship option for any role of your interest. Please contact us for further details about volunteer & Internship with us .
Working Hours - This position requires flexible working hours so no hard rules apply. This is team work too so everyone shall have to remain happy with flexible and extra working hours and consider the work not as the work but Work as the Fun !
Food -
1 Tea & breakfast - Organic Green Tea /black tea and fresh Milk tea with Nepalese typical breakfast such as boiled egg potatoes ,bread chapati Bread ,chiura ,soup
If you need more than this you have full freedom to buy on your own
Visa & Others - Visa and others are your own responsibility .We shall assist you with the documentation and processing wherever needed
Arrival and Orientation
Orientation begins on the morning of next day your arrival and covers everything you need to know for your volunteer program in Nepal – an introduction to Nepal, Nepalese customs, language training details, rules and expectations, safety, travel opportunities in Nepal, and an introduction to your project and placement. The orientation will also give you a chance to visit local temples, sample authentic Nepali food, meet other volunteers and swap contact details for weekend travel and socializing. The program may vary depending on your time of arrival. We will manage to include all below mentioned activities in you introduction program.
We believe in turning challenges into opportunities and we also believe that problem solving can be a Career, Job & business opportunity. Tourism helps flow Consumers & encourage Consumers in consuming Goods & Services. Therefore, Tourism is the key for every sectors.
Namaste Nepal! Naturally Nepal!, Once is not Enough !Rethink Nepal !
Mission Statement - "Cleaner ,Greener ,Digital & More Sustainable Organic Nepal "Please send your cv ,resume & covering Letter