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    • Data Science has won the world over, thanks to its wide range of benefits for organizations across industries. As a result of the rapid global growth and adoption of Data Science, the demand for Data Scientists is also increasing unprecedentedly - Australia is no exception. Over the years, there has been significant growth in the availability of data and technology across all parallels of the industry in Australia. This presents a vast scope for Data Science applications in diverse areas of the Australian economy. Employers across various sectors are always creating high demand for professionals with a combination of Data Science skills and industry-specific knowledge. This is further encouraging young aspirants to take up Data Science certifications in Australia. The Australian economy has to offer an extensive range of job opportunities for individuals having Data Science skills. The demand is higher in the technology sector where data analytics and ML (machine learning) techniques lie at the core of the products of tech magnates like Facebook, Google, Netflix, and Amazon. As more companies are integrating data analytics with business operations, the demand for Data Science skills in non-IT areas (agriculture, medicine, finance, and professional services) is also increasing. Furthermore, even research wings and government agencies, Data Science skills are gaining traction, specifically defense and cybersecurity. Ricardo Campello, Professor at James Cook University, states: Today, organizations of all sizes are leveraging Data Science for myriad reasons, including better insights, data-driven decision-making, increased productivity, and improved customer satisfaction. Current Occupational and Education trends related to employability in the field of Data Science in Australia The Deloitte report titled “Occupational and education trends in Data Science in Australia” (2018) maintains that the Data Science workforce in the country is predicted to see significant growth in the coming five years. Apparently, by 2022, the Data Science workforce will witness a much bigger growth than the overall Australian labor force, with employment opportunities growing at an average rate of 1.5% per annum (till 2022). The Data Science workforce is forecasted to increase from 301,000 professionals (in 2016-17) to 339,000 professionals (in 2021-22) at an average annual growth rate of 2.4% - an increase of around 38,000 workers. It further maintains that the demand for Software and Applications Programmers will grow by nearly 18,000 professionals at an average annual growth rate of 3% during the forecast period. While the present trends incline more favorably towards the IT sector, dynamic roles like that of Financial Dealers, Intelligence Analysts, and Environmental Scientists are also bound to spike. This promising growth in the demand for Data Science skills and job roles is being driven by the ever-increasing applications of data analytics across various industrial sectors and Australia’s fast-expanding digital economy. In adherence to the Australian and New Zealand Standard Classification of Occupations (ANZSCO), in IT, the following occupations have tremendous potential for Data Science: ●        Database and Systems Administrators ●        Information and Communication Technology (ICT) Managers ●        ICT Security Specialists ●        Actuaries Mathematicians and Statisticians ●        Software and Applications Programmers ●        Computer Network Professionals ●        ICT Business and Systems Analysts   As for non-IT fields, the occupational positions include:   ●        Financial and Insurance Services Industry: Financial Dealers, Financial Investment Advisors & Managers ●        Health Care and Social Assistance: Medical Laboratory Scientists ●        Agriculture, Forestry, and Fishing: Agricultural and Forestry Scientists, Environmental Scientists ●        Public Administration and Safety Industry: Intelligence and Policy Analysts ●        Rental, Hiring and Real Estate Services Industry: Land Economists and Values ●        Information Media and Telecommunications industry: Advertising and Marketing Professionals ●        Professional, Scientific and Technical Services Industry: Economists, Life Scientists, Cartographers and Surveyors, Urban and Regional Planners, Management and Organization Analysts, Geologists and Geophysicists While the average annual income of Data Science professionals having a postgraduate degree in IT was $111,634 (in 2016-17), it is expected to increase to $130,176 (in 2021-22). How can upskilling help drive your career in Data Science to the next level? As data continues to increase, so will the complexities in data processing, analyzing, and managing increase. Coupled with the rapid advancements in technology, this is making it all the more important for Data Science professionals to upskill to keep pace with the evolving technological trends. Since it is challenging to predict what kind of skills will be required in the future, professionals in this field must employ an agile approach in adapting to the evolving trends in the industry. Apart from the foundational skill set needed for Data Science (programming, statistical and mathematical skills, data analysis, data visualization, etc.), one must understand the complete data lifecycle - right from data acquisition, management, and pre-processing of data-to-data analysis and interpretation. Data holds immense potential to transform businesses/organizations for the better. However, if you wish to unlock the power of data, you must continuously learn about the latest innovations and advancements in technology and Data Science. The best way to do this is by engaging in continual training in Data Science concepts like AI and ML through certification courses. These courses not only introduce you to the world of Data Science, but they also help you strengthen your Data Science skills. You get the opportunity to work on real-world industry projects, get access to online lectures, engage in interactive study sessions, and so much more. So, what do you say about enrolling in a Data Science Certification course to build a promising career? About SIEC SIEC is the leading top study abroad consultants in India. SIEC has been helping students shape their careers abroad successfully since 1995. Our team of experienced counsellors review your profile thoroughly and guide you to select courses and universities that align with your abroad goals, carefully considering the financial aspects. Trainers at SIEC help you break the code for IELTS, TOEFL, GRE, and GMAT exams. Our team of dedicated counsellors guides students in every step of your abroad step, from the university selection to assistance in the visa process. We assist in drafting a well-understated and curated SOP with a strong focus on your core and highlighting the desire behind your study-abroad dreams. Our services hold you back from the visa application to the post-arrival departure. Book a FREE COUNSELLING to assess your profile, and let us help you take the flight to your dreams. Reach out to SIEC for Application inquiries and assistance. Read more insightful articles: Living Cost in Australia A Guide to Part-Time Jobs in Major Australian Cities Life after Graduation in Australia for International Students Reasons Why Australia Is Better Than USA Your Guide to Study in Australia
    • A Schengen Visa is an Entry-permit for a short, temporary visit of up to 90 days in any 180-day period. A Schengen Visa has two entry ways, i.e. a Schengen Visa can be obtained in the form of a Single-entry visa, allowing the holder to enter the Schengen countries once, or a Multiple-entry visa, allowing the holder to enter the Schengen area several times for as long as it is visit. In addition, an Airport Transit Visa allows its holder to connect smoothly through the international transit area of an airport in the Schengen Area during a stopover or a change of flights. However, this particular visa The Schengen area comprises of 27 European countries that has agreed upon a common entry and exit requirements. Who Needs to Apply for a Schengen Visa? Non-EU citizens needs to hold a short stay visa (Schengen Visa) when travelling to the Schengen Area. In order remove internal borders, the Schengen countries agreed to create a common entry and exit requirements. And long as Schengen area entry requirements are met, the foreigners are allowed to travel freely between the Schengen countries, without having to go through border controls. The EU has a common list of countries whose citizens are required to secure a visa. In addition to that, there are national derogations from the visa requirements for certain travelers. When connecting through the international transit regions of airports situated in any of the Schengen States, certain nationals of other countries are additionally required to possess an airport transit visa. When connecting through the international transit sections of airports located in several of the Schengen States, inhabitants of certain extra countries are required to have an airport transit visa. Certain groups of people are not required to possess a visa for airport transit (Article 3(5) of the Visa Code).   Where to Apply for a Schengen Visa? The consulate of the nation you plan to visit is where you must submit your application for a Schengen visa. You should apply at the consulate of the nation you want to spend the most time in if you plan to visit more than one Schengen Country. You must apply at the consulate of the first nation you plan to visit if you plan to visit multiple Schengen States with equal-length stays between visits. Generally speaking, you have to apply for a Schengen visa at the consulate that has territorial jurisdiction over the nation where your legal residence is.   When to Apply for Schengen Visa? The application must be filed more than six months before the proposed voyage begins; it must be delivered to the Consulate at least fifteen days before the intended trip. Prior to submitting the application, you might need to schedule an appointment.   Documents Required for Schengen Visa A valid passport. The passport’s expiry date should be at least 3 months after the date of your departure from the Schengen area. In the case of multiple-entry visa, the passport’s expiry date should be at least 3 months after your departure from the last country visited. A visa application form. A photo in compliance with ICAO standards. Medical insurance covering emergency medical, hospitalization and repatriation (including in case of death). Supporting documents relating to the purpose of your stay, evidence of financial means during your stay, your accommodation and your will to return to your home country after your stay. Your fingerprints will be collected when you submit your application (exemptions exist for specific categories of applicants). Additional documents can be requested by the Consulates.   What is the Cost of Schengen Visa? 80€ for adults; 40€ for children aged 6-12; 35€ for applicants from Armenia, Azerbaijan, and Belarus; 60€ for applicants from Cabo Verde. An additional fee may apply if you go through visa service centers, which collect applications on behalf of Consulates in some cases. The visa fee can be waived for specific categories of applicants.   Processing Time of the Schengen Application The normal processing time of a visa application is 15 days. This period may be extended to up to 45 days, if a more detailed examination of the application and/or additional documents are required. Under certain conditions, family members of EU or EEA citizens falling under the Free Movement Directive are eligible for a free and accelerated visa procedure. Refusal of a Schengen Visa Application An application form is used to notify the applicant of the decision to deny a Schengen visa as well as the grounds for the denial. When a visa is refused, the decision includes the grounds for the denial as well as the steps and due dates for filing an appeal. Reach out to SIEC for Application inquiries and assistance. Read more insightful articles: Schengen countries with the lowest rejection Rate Importance of Statement of Purpose Education in Finland, up to 50% Scholarships Guide for German Study Visa Italian Student Visa Application - 8 Most Important Things to Know  
    • That 1 mm difference (which is wrong) I derived by checking working distances from two websites and subtracting them, leading to an erroneous result (because of the source data). I checked it now experimentally and at both 1:1 and 1:3, the F-mount 105 VR retains about 2 cm greater working distance over the 105 MC. Sorry for the error, sometimes it's best to just do one's own experiments rather than trust numbers people publish on various websites... 😉    You're also correct on the importance of the focus distance for the reasons you mention. There are options such as the use of a lateral arm that allows the placement of the camera closer to the subject, e.g., when the subject is in water and one doesn't wish to place a tripod foot in the water (for either because of the impact of the dirt and water on the tripod locks or simply because one doesn't want to disturb the water and spook the animals or affect the content of other images by e.g. spoiling the fresh snow). However, lateral arms tend to weigh something and they can be a hassle to bring into the woods. There are also some tripods specifically made for close-up photography. While I have a Gitzo lateral arm which fits my 3- and 4-series tripods, I rarely carry it into the field because of the extra weight.  I also have a Manfrotto Super Clamp which can be attached to a tripod leg and can give some low angle positions while the tripod legs are safely on the bank side of the river.   There are also visual differences between focal lengths, as the longer focal lengths lead to more magnified backgrounds relative to the main subject framed in a particular way, and so it's easier to get clean simplified backgrounds using a long macro. However, sometimes simple can be too simple, and a wider angle of view shows more of the environment.      
    • Tensile structure, Awnings & Canopy – A cool and pleasant solution from harsh Sun rays and rainy day. Sunshade Solutions a well reputed name in the Tensile, Awnings and Canopy industry for best quality and prompt service. Our product like Tensile structure, Awnings and Canopy are unique in design, eye caching and very durable. Sunshade Solutions and Awnings provides perfect solution towards energy saving benefits as well as protect valuable items from fading caused by harsh Sun Rays. Sunshade Solutions and Awnings make your place very special, colorful and attractive. We have perfect and pleasant solution for you under the lovely decor of custom design. Sunshade Solutions a leading manufacturer of vide range of Tensile structure, Awning & canopy product, Poly Carbonate Sheet, Roofing Sheeting, Domes, Tents, Walkways, Car parking Shed, Swimming Pool Covering, Sunshade also undertake the steel fabrication work both for industry and non industry application and covering the structures with Acrylic Sheets, Coated Fabrics, Polycarbonate Sheets, Plastic Sheets, Roofing, Sheeting etc.
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