#data science program upgrad
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analyticsjobss · 1 year ago
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UpGrad Data Science Course Reviews: An In-Depth Analysis by Analytics Jobs
In the rapidly evolving field of data science, choosing the right educational course can be a daunting task. This is where Analytics Jobs steps in, offering a guiding hand to those embarking on their data science journey. Our mission at Analytics Jobs is to provide learners with accurate, comprehensive information, enabling them to make well-informed decisions about their education and career paths. One of the key ways we achieve this is through our detailed reviews of data science courses, with a particular focus on UpGrad's offerings.
Understanding the importance of reliable feedback, we at Analytics Jobs have embarked on an initiative to gather authentic reviews of UpGrad’s Data Science course. These reviews are sourced from both current and former learners, ensuring a balanced and honest perspective. The rationale behind this effort is simple yet profound – quality feedback is essential in gauging the true value of any educational program. We encourage candid reviews, as honest feedback is instrumental in helping prospective students understand the real impact and effectiveness of the course.
To augment the user reviews, our team has conducted a comprehensive review of the UpGrad Data Science program. This includes a meticulous examination of various facets of the program, ensuring that our readers receive a well-rounded view. Our blog and official YouTube channel are the platforms where this rich content is shared. These platforms feature in-depth videos that delve into the nitty-gritty of the course, covering aspects like the curriculum structure, faculty profiles, job assistance, and more. These videos are not just overviews but are detailed explorations intended to give viewers a deep understanding of what the program entails.
The curriculum review looks into how well the course content aligns with current industry standards and practices. It’s crucial for a data science program to be up-to-date given the rapid pace of technological advancement in the field. Our review thus assesses the relevance and comprehensiveness of the course material.
Another critical aspect we cover is the profile of the faculty. The quality of teaching is paramount in any learning experience, more so in a field as complex and dynamic as data science. Our review therefore scrutinizes the qualifications, industry experience, and teaching prowess of the instructors involved in the UpGrad course.
Job assistance is a significant concern for many learners. Our review therefore examines the effectiveness of UpGrad's career support services. This includes looking at the networking opportunities, internship placements, and the overall success rate of students in securing relevant job roles post-completion of the course.
We encourage prospective learners to view these videos before submitting their own feedback on the course. This ensures that the reviews we collect are well-informed and add value to our collective understanding of the program's efficacy.
In conclusion, our in-depth review process at Analytics Jobs, complemented by real learner feedback, provides a comprehensive picture of UpGrad's Data Science course. This approach helps us achieve our goal of assisting learners in making informed decisions that will shape their future in the field of data science. Whether you're a prospective student or a curious onlooker, our resources are designed to give you a clear and honest insight into what you can expect from this educational journey.
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witchofthesouls · 10 months ago
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About the Other/Cybertronian!TFP crew in Jack, Raf and Miko

What would their alt modes be like, do you think? Would they be more Autobot, Decepticon, or Predacon in nature? Also, what kind of shenanigans would each of them get into?
Personally, I do enjoy the thought that cyberized!humans would have a slant towards 'military' upgrades and beastial traits. Like a tribute to humanity's ties to the animal kingdom and their capacity for arms (tool usage lol). Think of it how a lot of civilian equipment, vehicles, fashion, and architecture, as well as groundbreaking discoveries, had a lot of roots from warfare or military applications.
Shoot, I'm thinking that Aligned verse cyber!humans could be considered throwbacks since the initial generations of early Cybertronians didn't have T-cogs!
I think it would be really fascinating to build on the Cybertronians' form of ableism (as seen with Bumblebee and Starscream with their stolen T-cogs) compared to a cyber!Agent Fowler -who was an Army Ranger-or a cyber!random human that lacks a weapon system and/or conventional armature. Plus, the massive culture clash between American views on social mobility versus Golden Age Functionist-held caste system.
(So much shenanigans there.)
Generally, my thoughts for their Cybertronian forms are consistent across the various Other aus with some tweaking on the plot and the world-building:
Jack has deep ties to blackbirds and corvids, so he's capable of flight. May have multi-forms as an ode to a fae heritage or something strange as a direct descendant to a Prime of Chaos upon a planet caging the Unmaker. Dark frame with a pale face. His (and his mother's) optics would be a grey-blue hue.
Miko is a War-Forged Seeker femme. A lot of is due my headcanons on Seekers (and their kin) and her yƍkai roots. War-Forged is what I'm specifically calling Elita One's frame-kith. Cybertronians used to bleed pink, so the bright pink armor is callback their Primal Age and their ancient roots. War-Forged are mecha with extreme combat-related programs that modern science as yet to come close to surpassing them.
As for Raf, he's a dragon. Not quite a Predacon, but it's definitely aligned. Or, weirdly enough, a satellite. I think it would be funny if he's similar to Soundwave in some ways there. The Autobots would need to deal with his data-cables. A dragon shape as it's a call his family's roots to being adventurers to Elsewhere, his dad being a dragon himself, and the old warning: "Here be dragons."
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spacetimewithstuartgary · 4 months ago
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New data model paves way for seamless collaboration among US and international astronomy institutions
Software engineers have been hard at work to establish a common language for a global conversation. The topic—revealing the mysteries of the universe. The U.S. National Science Foundation National Radio Astronomy Observatory (NSF NRAO) has been collaborating with U.S. and international astronomy institutions to establish a new open-source, standardized format for processing radio astronomical data, enabling interoperability between scientific institutions worldwide.
When telescopes are observing the universe, they collect vast amounts of data—for hours, months, even years at a time, depending on what they are studying. Combining data from different telescopes is especially useful to astronomers, to see different parts of the sky, or to observe the targets they are studying in more detail, or at different wavelengths. Each instrument has its own strengths, based on its location and capabilities.
"By setting this international standard, NRAO is taking a leadership role in ensuring that our global partners can efficiently utilize and share astronomical data," said Jan-Willem Steeb, the technical lead of the new data processing program at the NSF NRAO. "This foundational work is crucial as we prepare for the immense data volumes anticipated from projects like the Wideband Sensitivity Upgrade to the Atacama Large Millimeter/submillimeter Array and the Square Kilometer Array Observatory in Australia and South Africa."
By addressing these key aspects, the new data model establishes a foundation for seamless data sharing and processing across various radio telescope platforms, both current and future.
International astronomy institutions collaborating with the NSF NRAO on this process include the Square Kilometer Array Observatory (SKAO), the South African Radio Astronomy Observatory (SARAO), the European Southern Observatory (ESO), the National Astronomical Observatory of Japan (NAOJ), and Joint Institute for Very Long Baseline Interferometry European Research Infrastructure Consortium (JIVE).
The new data model was tested with example datasets from approximately 10 different instruments, including existing telescopes like the Australian Square Kilometer Array Pathfinder and simulated data from proposed future instruments like the NSF NRAO's Next Generation Very Large Array. This broader collaboration ensures the model meets diverse needs across the global astronomy community.
Extensive testing completed throughout this process ensures compatibility and functionality across a wide range of instruments. By addressing these aspects, the new data model establishes a more robust, flexible, and future-proof foundation for data sharing and processing in radio astronomy, significantly improving upon historical models.
"The new model is designed to address the limitations of aging models, in use for over 30 years, and created when computing capabilities were vastly different," adds Jeff Kern, who leads software development for the NSF NRAO.
"The new model updates the data architecture to align with current and future computing needs, and is built to handle the massive data volumes expected from next-generation instruments. It will be scalable, which ensures the model can cope with the exponential growth in data from future developments in radio telescopes."
As part of this initiative, the NSF NRAO plans to release additional materials, including guides for various instruments and example datasets from multiple international partners.
"The new data model is completely open-source and integrated into the Python ecosystem, making it easily accessible and usable by the broader scientific community," explains Steeb. "Our project promotes accessibility and ease of use, which we hope will encourage widespread adoption and ongoing development."
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temporalbystander · 5 months ago
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So random thought just hit me. Midna from Twilight Princess is an anagram of Admin. Sure it's a coincidence and her name is supposed to be a reference to midnight which is also connected to the twili, aka twilight, which also foreshadows her role as queen as midnight is like the ultimate shadow. However my mind then made the connection from Midna/Admin to the companion everyone calls a robot Fi, some even making a Wi-Fi joke with her. And that got me thinking, Midna tells you what to do, she talks down on you a lot, rides around while you do all the work like an admin. But... More than that, you have to go around upgrading her powers, she allows you to operate in places you normally couldn't, allows you to cut and paste pieces of the world and allows you to teleport. She's basically giving you admin powers with the game being the operating system!
But then I really went crazy. Now everyone has already made the connection between Fi and ai (especially since she has a literal search mode using statistics) but, as much as I loved her, people found her annoying. Now who else did I like but others found annoying? Navi. Now not only is her name a reference to navigation (like oh, I don't know, a sat nav.) but why do people dislike her? Because she pops up multiple times, doesn't shut up until you click on her, tells you things you already know and is mostly useless when you are stuck, only serving as a reminder of where you left off... Guys. Navi is Clippy the paper clip. A worse version without a search bar sure but combine that with the whole "you have to update" or "Microsoft word is blah blah blah" that used to pop up despite being able to continue without issue once you click the X.
Oh but I'm not done. Tatl from Majora's mask? Basically just Navi but updated to pop up less often like a browser assistant you need to click on to activate. King of Red lions? Is LITERALLY tech you upgrade with other parts for a "smoother" ride with Linebeck serving the same purpose in phantom hourglass. Breath of the wild? Literally gives you a tablet with programs that allow you to essential hack physics and tears of the kingdom is the same but with a literal copy, save, paste and move through ceilings hack.
Speaking of copy and paste? Literally the echoes in echoes of wisdom. And when you dive in? You're essentially going into the recycling bin and restoring old data. You can even "run" as Link.
Still not done though. Minish cap? Literally minimises you, Zelda in spirit tracks? Literally hacks enemies once you've created a vulnerability. Four swords and triforce heroes are literally made for multiplayer, the oracle games don't really have a companion but the gimmick is just setting the world to different times like you do on devices when you want to trick the game into activating certain events. Same for a link between worlds, no companion but lowrule is Hyrule in dark mode.
Guys.... It's all tech and programming computer references and....
Well either I'm completely insane or I need to rethink my stance on the whole "magic is science we don't understand" thing... Wait... Breath of the wild used the Sheikah slate, literal technology, to give you the abilities you could STILL use in tears of the kingdom because of magic! The hell!
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jeetechacademy008 · 7 months ago
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C++ Classes In Delhi By Jeetech Academy
In today’s technology-driven world, proficiency in programming languages like C++ is highly sought after. Whether you’re a student aspiring to excel in computer science, a professional looking to upgrade your skills, or a hobbyist eager to explore the endless possibilities of coding, learning C++ can significantly enhance your career prospects. Jeetech Academy, a leading technology training institute in Delhi, offers comprehensive C++ classes that equip students with the skills needed to thrive in the competitive tech landscape.
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cagemasterfantasy · 1 year ago
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Porygon the Virtual pokemon a normal type
2ft 7inc
80.5lbs
Ability: Trace or Download Hidden Ablity: Analytic
Egg Group: Mineral
Highest Base Stat: Special Attack:85
Lowest Base Stat: Speed:40
Base Stat Total: 395
Favorite Spot: Space between the eyes
Least Favorite: Feet
Roughly 20 years ago, it was artificially created, utilizing the latest technology of the time. It can convert its body into digital data, which enables it to enter cyberspace.
This Pokemon was created using the cutting-edge science of 20 years ago, so many parts of it have since become obsolete. It was built 20 years ago by scientists who dreamed of exploring space. Their dreams have yet to come true.
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Trade while holding an Upgrade to get Porygon2 the Virtual pokemon a normal type
2ft
71.7lbs
Ability: Trace or Download Hidden Ability: Analytic
Egg Group: Mineral
Highest Base Stat: Special Attack:105
Lowest Base Stat: Speed:60
Base Stat Total: 515
Favorite Spot: Forehead
Least Favorite: Feet
For the purposes of planetary development, Porygon was updated with the most cutting-edge technology available. Porygon was updated to a new version in readiness for planetary development. But that dream remains unrealized as yet.
AI has been installed in it. It learns various things all on its own, but it even remembers things it doesn't need to know. Even though it doesn't die in the vacuum of space, it can't move around very well in zero gravity.
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Trade while holding a Dubious Disc to get Porygon-Z the Virtual pokemon a normal type
2ft 11inc
75lbs
Ability: Adaptability or Download Hidden Ability: Analytic
Egg Group: Mineral
Highest Base Stat: Special Attack:135
Lowest Base Stat: Defense:70
Base Stat Total: 535
Favorite Spot: Horn on Head
Least Favorite: Tail
In order to create a more advanced Pokemon, an additional program was installed, but apparently it contained a defect that makes it move oddly. Its program was modified to facilitate extra-dimensional activities, but that led to noticeably strange behavior.
Its behavior is noticeably unstable, which is apparently due to the incompetence of the engineer who updated its programming. A faulty update was added to its programming. Its behavior is noticeably strange, so the experiment may have been a failure.
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rajatagrawal · 1 year ago
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"Master Data Analytics at Softcrayons | Enroll in Noida Today!"
Unlock your future with a Data Analytics Course in Noida at SoftCrayons. Are you prepared to take your career into the upper echelons of your profession? Enroll now in the Data Analytics Training Institute in Noida at SoftCrayons and convert your potential into excellence. The course has been designed with the most balanced approach possible in the present data-driven world regarding theoretical and practical knowledge.
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jjdaboub · 1 year ago
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Behavioral tactics in Loyalty Programs
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Enhancing Loyalty Programs with Behavioral Science
As someone who worked in consulting before my MBA, I've had extensive experience with loyalty programs across hotels, airlines, and credit cards. These programs are fascinating not just for the rewards they offer but for how they apply behavioral science to subtly shape consumer behavior and enhance customer service.
Principles of Behavioral Science in Service
Behavioral science tells us that the timing of interactions and the way options are presented significantly influence customer perceptions. For instance, a hotel might adjust the timing of its check-in process or room upgrades to maximize guest satisfaction. Airlines may strategically offer fast-track security processing to frequent flyers when the airport is busiest, enhancing the perceived value of the loyalty program.
Application in Loyalty Programs
Credit Card Programs: Credit card companies often time their rewards and bonuses to coincide with periods of high spending, such as holidays, to maximize the attractiveness of their offers. The presentation of accumulating points or cash back can motivate customers to prefer one card over another due to the perceived value of 'earning' on purchases. An example of this is the end-of-year "double points" promotions many cards offer, which encourage cardholders to spend more during the holiday season.
Hotel Loyalty Programs: Hotels use customer data to personalize service, which can deeply influence guest loyalty. For example, returning guests might find their room preferences remembered and applied automatically, from pillow type to room temperature. Another strategic use of behavioral science is offering complimentary upgrades or late check-out, which are highly valued by guests and can turn an ordinary stay into a memorable experience, encouraging repeat visits.
Airline Loyalty Programs: Airlines expertly apply the principle of exclusivity through tiered rewards. Frequent flyers earn status levels that come with increasingly desirable benefits, such as upgrades, lounge access, and priority boarding. This creates urgency and a sense of achievement among consumers, who often plan their travel—and even spend more—to reach the next tier. Moreover, the introduction of "milestone rewards" after reaching certain thresholds can keep flyers loyal as they strive to unlock the next set of benefits.
Conclusion
Understanding and applying the principles of behavioral science can significantly enhance the effectiveness of loyalty programs in the credit card, hotel, and airline industries. These strategies not only improve the customer experience but also build a stronger emotional connection to the brand, which is a powerful competitive edge in today's market. Reflecting on my own experiences, I've noticed that the most satisfying interactions often involve a seamless blend of anticipated needs and well-timed benefits, showcasing the subtle power of behavioral science in action.
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kirnakumar155 · 1 year ago
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SAP Basis
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SAP Basis: The Backbone of Your SAP Landscape
SAP applications form the core of many modern enterprises. Financial data, customer interactions, supply chain logistics, and many other critical business operations rely on SAP’s robust solutions. But what powers these solutions? That’s where SAP Basis comes in.
What is SAP Basis?
In simple terms, SAP Basis is the technological foundation upon which SAP applications are built and run. It’s like the operating system specifically for your SAP world. Basis provides a set of middleware components and administration tools that ensure your SAP applications function smoothly and reliably.
Key Responsibilities of an SAP Basis Administrator
SAP Basis administrators are the unsung heroes of the SAP world, responsible for a wide range of tasks:
Installation and Configuration: Basis admins handle the initial installation and setup of SAP systems, ensuring they’re configured correctly for your business needs.
System Administration: They perform ongoing tasks like monitoring system health, applying patches and upgrades, and managing system resources.
Database Management: This includes database installation, configuration, backup and restore processes, and overall database health.
Performance Tuning: Basis admins identify bottlenecks, optimize settings, and ensure applications run at their peak.
User Management: Creating and managing user accounts, assigning roles and authorizations for secure access control.
Troubleshooting: When problems arise, these experts step up to diagnose and resolve issues promptly, minimizing downtime for the business.
Transport Management: They oversee the movement of code changes and configuration updates between different SAP environments (e.g., development, testing, production).
Components of SAP Basis
Some core components that make up SAP Basis include:
SAP NetWeaver: The core technology platform that provides the foundation for different SAP products.
ABAP Workbench: The development environment for creating custom ABAP code (SAP’s primary programming language).
SAP GUI: The graphical user interface used to interact with SAP systems.
Transport Management System: Tools for managing and tracking changes across SAP environments.
Solution Manager: A centralized platform for system monitoring, diagnostics, and support tools.
Why is SAP Basis Important?
Reliability and Stability: A well-managed SAP Basis system means your critical business applications will run smoothly, minimizing disruptions and downtime.
Performance: Basis expertise ensures that your SAP applications are optimized to deliver their best, promoting efficient business operations.
Security: Basis includes a suite of tools to manage user access, protect sensitive data, and ensure compliance with security standards.
Agility: A flexible Basis layer gives your business the ability to adapt to changing needs by scaling SAP deployments or introducing new components.
Becoming an SAP Basis Administrator
A career in SAP Basis is both challenging and rewarding. If you have a knack for technical troubleshooting, problem-solving, and enjoy working with complex systems, here’s how to get started:
Get a Technical Foundation: A background in computer science, database administration, or system administration is a strong starting point.
Gain SAP Expertise: Take SAP Basis training courses and explore online resources and tutorials.
Certifications: Consider getting SAP-certified in Basis administration to validate your skills.
Hands-on Experience: Look for internship or entry-level positions that allow you to work on real SAP systems.
The Future of SAP Basis
As SAP continues to evolve into a cloud-centric platform, Basis will adapt too. Knowledge of cloud technologies, containerization, and automation will become increasingly valuable for Basis administrators.
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Conclusion:
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melissa-benedetti · 2 years ago
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Unlock boundless opportunities through upskilling! 🌟🚀
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In today's fast-paced and competitive job market, landing the perfect job can be both exhilarating and challenging
  and lately I have been hearing a lot more about the challenges.  Job seekers, regardless of their background or experience, face the common hurdle of acquiring the right skills and knowledge to stand out from the crowd.
Recently, I made the decision to pursue an MBA. While graduate school hasn't always been an option for me, I understand it may not be feasible for many others as well. Fortunately, there exists a multitude of low-cost and free online resources that offer opportunities to upskill and acquire entirely new skills.
With the aim of empowering job seekers worldwide, I am thrilled to introduce this post, dedicated to curating and disseminating valuable resources within my community. Together, let's unlock the potential of countless individuals seeking brighter career prospects.
We also recognize the invaluable contributions of the organizations and individuals behind these resources. As we highlight their offerings, we encourage you to support these providers and spread the word about their initiatives, amplifying the impact they have on the lives of countless individuals.
Let's dive in together and prepare ourselves for success in the dynamic professional world. Remember, your dedication to learning is the key to unlocking new opportunities! As you come across valuable or intriguing insights, kindly write, share, and acknowledge the creators!
Explore these excellent resources!
https://www.coursera.org/  Coursera provides a vast selection of courses from global universities and institutions. Numerous courses are available for free auditing, granting you access to valuable materials without the need for a certificate. Start exploring knowledge today! 🌐📚
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https://www.codeacademy.com/  Discover the world of coding with Codecademy's interactive lessons! They provide free access to coding tutorials in various programming languages, along with affordable upgrades for enhanced learning. Start coding today! 🚀📚
https://ocw.mit.edu/  Explore a wealth of knowledge from MIT! Discover an extensive collection of free course materials across diverse disciplines. Enrich your learning journey with MIT's exceptional resources! 🎓🌐
https://online.stanford.edu/free-courses  Unleash your potential with Stanford University's free online courses on Stanford Online! Explore a world of knowledge and enrich your skills with their exceptional offerings. 🌟🎓
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https://skillshop.withgoogle.com/  Level up your skills with Google's Skillshop! Access free courses on digital marketing, data and tech, career development, and beyond. Empower your journey with Google's expertise! 🌐📚
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https://www.udemy.com/  Discover an array of free and low-cost options covering various topics. Unleash your potential with excellent free resources! đŸ“šđŸ’Œ
https://learn.microsoft.com/en-us/training/  Level up your tech-related career with Microsoft Learn! Access a wide range of free courses on Microsoft products and services. Unleash your potential with valuable resources! đŸš€đŸ‘©â€đŸ’»
https://explore.skillup.org/  Empower your career transition with SkillUp! Access coaching, training, and job resources tailored to the fastest-growing industries in the country. Step into a better future with SkillUp's support! 🌟🚀
If you need something specific, feel free to ask me for assistance! It would be my pleasure to assist.
Melissa Benedetti
Talent Acquisition | Talent Management | Human Resources
https://www.linkedin.com/in/melissabenedetti/
#ContinuousLearning #OpportunitiesAhead #LearningForAll #JobSeekers #UpskillOpportunities
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tandeminformaticsmadurai · 7 hours ago
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Master Data Science with Tandem Informatics – Premier Course in Madurai
Tandem Informatics offers one of the most comprehensive and industry-aligned Data Science courses in Madurai, designed to empower students and professionals with the skills necessary to thrive in today’s data-driven world. With a curriculum tailored to current market demands and hands-on learning methods, this course is the perfect Launchpad for aspiring data scientists, analysts, and AI professionals.
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The Data Science program at Tandem Informatics covers a wide array of topics including Python programming, statistics, machine learning, data visualization, deep learning, and big data tools. From beginners looking to understand the fundamentals to professionals aiming to upgrade their skills, this course is structured to accommodate learners at all levels. Students are guided through real-world projects that simulate actual industry challenges, giving them not just theoretical knowledge but also practical insights into solving data-related problems.
A key highlight of the course is its focus on experiential learning. Through live projects, internships, and case studies, participants get the opportunity to apply concepts in real-time, fostering a deeper understanding of how data science works in business and technology. The faculty comprises seasoned data scientists and industry experts who provide mentorship, career guidance, and technical support throughout the journey.
What sets Tandem Informatics apart is its commitment to student success. The institute offers flexible class schedules, personalized attention, and career support services such as resume building, mock interviews, and placement assistance. Whether you're a college student, a working professional, or someone looking to transition into a tech career, this course provides a solid foundation to become job-ready.
Located conveniently in Madurai, Tandem Informatics combines quality education with accessibility, making it a top choice for data science education in South Tamil Nadu. The growing demand for data scientists across industries like healthcare, finance, e-commerce, and IT makes this course a timely investment for a successful career in analytics and AI.
If you’re ready to transform your career and master the language of data, the Data Science course at Tandem Informatics is your gateway to a future-proof profession.
Website                      : https://tandeminformatics.com/
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rrce123 · 1 day ago
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Admissions Open – Engineering colleges in Bangalore
🚀 Upgrade your career with AICTE-approved Evening B.E. Programs specially designed for working professionals! Rajarajeswari College of Engineering offers flexible, industry-relevant programs including B.E. in Computer Science & Engineering with specializations in Software, AI, Cloud, and Data, as well as B.E. in Electrical & Electronics Engineering focusing on Power Systems, Smart Grid, and Automation. These programs are ideal for diploma holders with work experience
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spacetimewithstuartgary · 9 months ago
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A new era of solar observation
For the first time, scientists have taken near-daily measurements of the Sun’s global coronal magnetic field, a region of the Sun that has only been observed irregularly in the past. The resulting observations are providing valuable insights into the processes that drive the intense solar storms that impact fundamental technologies, and thus lives and livelihoods, here on Earth.
An analysis of the data, collected over eight months by an instrument called the Upgraded Coronal Multi-channel Polarimeter (UCoMP), is published today in Science.
The solar magnetic field is the primary driver of solar storms, which can pose threats to power grids, communication systems, and in-space technologies like GPS. However, our ability to understand how the magnetic field builds up energy and erupts has been limited by the challenge of observing it in the solar corona, the Sun’s upper atmosphere. 
Measuring the magnetism of the region through standard polarimetric methods typically requires large, expensive equipment that to date has only been able to study small segments of the corona. However, the combined use of coronal seismology and UCoMP observations makes it possible for researchers to produce consistent and comprehensive views of the magnetic field of the global corona  — the whole-Sun view one sees during a solar eclipse. 
“Global mapping of the coronal magnetic field has been a big missing part in the study of the Sun,” said Zihao Yang, lead author who pursued this research as a PhD graduate at Peking University, China, and is now a postdoctoral fellow at the U.S. National Science Foundation National Center for Atmospheric Research (NSF NCAR). “This research is helping us fill a crucial gap in our understanding of coronal magnetic fields, which are the source of the energy for storms that can impact Earth.​”  
The international team is made of researchers from Northumbria University, UK; NSF NCAR; Peking University, China; and University of Michigan. The research was funded by a grant from the National Natural Science Foundation of China and the National Key R&D Program of China and supported by the Newkirk graduate student fellowship awarded to Yang by NSF NCAR. The UCoMP instrument was developed with support from the U.S. National Science Foundation (NSF) and is operated by NSF NCAR at the Mauna Loa Solar Observatory.
Upgraded instrument
Although scientists have been able to routinely measure the magnetic field on the Sun’s surface, known as the photosphere, it has long been difficult to measure the much dimmer coronal magnetic field. This has limited a deeper understanding of the three-dimensional structure and evolution of the magnetic field of the corona, where solar storms brew.
To measure the three-dimensional coronal magnetic fields in depth, big telescopes like NSF’s Daniel K. Inouye Solar Telescope (DKIST) are needed. With a 4-meter-diameter aperture, DKIST is the world’s largest solar telescope, and recently demonstrated its groundbreaking ability for making detailed observations  of the coronal magnetic field. However, DKIST is not able to map the Sun all at once. The smaller UCoMP instrument is actually better-suited to give scientists global pictures of the coronal magnetic field, albeit at lower resolution and in a two-dimensional projection. The observations from both sources are thus highly-complementary to a holistic view of the coronal magnetic field.
UCoMP is primarily a coronagraph, an instrument that uses a disc to block out light from the Sun, similar to an eclipse, making it easier to observe the corona. It also combines a Stokes polarimeter, which images other spectral information such as coronal line intensity and Doppler velocity. Even though UCoMP has a much smaller aperture (20 cm), it is able to take a wider view which makes it possible to study the entire Sun on most days.  
The researchers applied a method called coronal seismology to track magnetohydrodynamic (MHD) transverse waves in the UCoMP data. The MHD waves gave them information that made it possible to create a two-dimensional map of the strength and direction of the coronal magnetic field.
In 2020, a previous study used UCoMP’s predecessor and the coronal seismology method to produce the first map of the global coronal magnetic field. This was a crucial step toward routine coronal magnetic field measurements. UCoMP has expanded capabilities that makes it possible to make more detailed, routine measurements. During the UCoMP study, the research team produced 114 magnetic field maps between February and October 2022, or one almost every other day. 
“We are entering a new era of solar physics research where we can routinely measure the coronal magnetic field,” said Yang. 
Completing the picture
The observations also produced the first measurements of the coronal magnetic field in the polar regions. The Sun’s poles have never been directly observed because the curve of the Sun near the poles keeps it just beyond our view from Earth. Though the researchers didn’t directly view the poles, for the first time they were able to take measurements of the magnetism emitting from them. This was due in part to the improved data quality provided by UCoMP and because the Sun was near solar maximum. The typically weak emissions from the polar region have been much stronger, making it easier to obtain coronal magnetic field results in the polar regions. 
As a postdoctoral fellow at NSF NCAR, Yang will continue his research of the Sun’s magnetic field; he hopes to improve existing coronal models that are based on measurements of the photosphere. Since the current method used with UCoMP is limited to two dimensions, it still doesn’t capture the full three-dimensional magnetic field. Yang and his colleagues hope to combine their research with other techniques to get a deeper understanding of the full vector of the magnetic field in the corona. 
The third dimension of the magnetic field, oriented along a viewer's line of sight, is of particular importance for understanding how the corona is energized leading up to a solar eruption. Ultimately, a combination of a large telescope and a global field of view is needed to measure all the three-dimensional twists and tangles behind phenomena like solar eruptions; this is the motivation behind the proposed Coronal Solar Magnetism Observatory (COSMO), a 1.5-meter-diameter solar refracting telescope undergoing its final design study.
“Since coronal magnetism is the force that sends mass from the Sun flying across the solar system, we have to observe it in 3D — and everywhere all at once, throughout the global corona,” said Sarah Gibson, COSMO Development Lead and an NSF NCAR scientist co-author on the paper. "Yang's work represents a huge step forward in our ability to understand how the Sun's global coronal magnetic field changes from day to day. This is critical to our ability to better predict and prepare for solar storms, which are an ever-increasing danger to our ever-more technologically dependent lives here on Earth."
IMAGE: Illustration of the global coronal magnetic field as the Sun rotates. The background is the solar corona observed in extreme-ultraviolet waveband, with global coronal magnetic field maps measured at different time overlapped on top of it. Credit Image courtesy of Zihao Yang.
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careeramend · 2 days ago
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What is a PGP in Data Science? A Complete Guide for Beginners
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Businesses in the data-driven world of today mostly depend on insights from vast amounts of data. From predicting customer behavior to optimizing supply chains, data science plays a vital role in decision-making processes across industries. As the demand for skilled data scientists continues to grow, many aspiring professionals are turning to specialized programs like the PGP in Data Science to build a strong foundation and excel in this field.
If you’re curious about what a Post Graduate Program in Data Science entails and how it can benefit your career, this comprehensive guide is for you.
What is Data Science?
Data science is a multidisciplinary field that uses statistical methods, machine learning, data analysis, and computer science to extract insights from structured and unstructured data. It is used to solve real-world problems by uncovering patterns and making predictions.
The role of a data scientist is to collect, clean, analyze, and interpret large datasets to support strategic decision-making. With the growth of big data, cloud computing, and AI technologies, data science has become a highly lucrative and in-demand career path.
What is a PGP in Data Science?
A PGP in Data Science (Post Graduate Program in Data Science) is a comprehensive program designed to equip learners with both theoretical knowledge and practical skills in data science, analytics, machine learning, and related technologies. Unlike traditional degree programs, PGPs are typically more industry-focused, tailored for working professionals or graduates who want to quickly upskill or transition into the field of data science.
These programs are often offered by reputed universities, tech institutions, and online education platforms, with durations ranging from 6 months to 2 years.
Why Choose a Post Graduate Program in Data Science?
Here are some key reasons why a Post Graduate Program in Data Science is worth considering:
High Demand for Data Scientists
Data is the new oil, and businesses need professionals who can make sense of it. According to various industry reports, there is a massive talent gap in the data science field, and a PGP can help bridge this gap.
Industry-Relevant Curriculum
Unlike traditional degree programs, a PGP focuses on the tools, techniques, and real-world applications currently used in the industry.
Fast-Track Career Transition
PGP programs are structured to deliver maximum value in a shorter time frame, making them ideal for professionals looking to switch to data science.
Global Career Opportunities
Data scientists are in demand not just in India but globally. Completing a PGP in Data Science makes you a competitive candidate worldwide.
Key Components of a Post Graduate Program in Data Science
Most PGP in Data Science programs cover the following key areas:
Statistics and Probability
Python and R Programming
Data Wrangling and Visualization
Machine Learning Algorithms
Deep Learning & Neural Networks
Natural Language Processing (NLP)
Big Data Technologies (Hadoop, Spark)
SQL and NoSQL Databases
Business Analytics
Capstone Projects
Some programs include soft skills training, resume building, and interview preparation sessions to boost job readiness.
Who Should Enroll in a PGP in Data Science?
A Post Graduate Program in Data Science is suitable for:
Fresh graduates looking to enter the field of data science
IT professionals aiming to upgrade their skills
Engineers, mathematicians, and statisticians transitioning to data roles
Business analysts who want to learn data-driven decision-making
Professionals from non-technical backgrounds looking to switch careers
Whether you are a beginner or have prior knowledge, a PGP can provide the right blend of theory and hands-on learning.
Skills You Will Learn
By the end of a PGP in Data Science, you will gain expertise in:
Programming languages: Python, R
Data preprocessing and cleaning
Exploratory data analysis
Model building and evaluation
Machine learning algorithms like Linear Regression, Decision Trees, Random Forests, SVM, etc.
Deep learning frameworks like TensorFlow and Keras
SQL for data querying
Data visualization tools like Tableau or Power BI
Real-world business problem-solving
These skills make you job-ready and help you handle real-time projects with confidence.
Curriculum Overview
Here’s a general breakdown of a Post Graduate Program in Data Science curriculum:
Module 1: Introduction to Data Science
Fundamentals of data science
Tools and technologies overview
Module 2: Programming Essentials
Python programming
R programming basics
Jupyter Notebooks and IDEs
Module 3: Statistics & Probability
Descriptive and inferential statistics
Hypothesis testing
Probability distributions
Module 4: Data Manipulation and Visualization
Pandas, NumPy
Matplotlib, Seaborn
Data storytelling
Module 5: Machine Learning
Supervised and unsupervised learning
Model training and tuning
Scikit-learn
Module 6: Deep Learning and AI
Neural networks
Convolutional Neural Networks (CNN)
Recurrent Neural Networks (RNN)
Module 7: Big Data Technologies
Introduction to Hadoop ecosystem
Apache Spark
Real-time data processing
Module 8: Projects & Capstone
Industry case studies
Group projects
Capstone project on end-to-end ML pipeline
Duration and Mode of Delivery
Most PGP in Data Science programs are designed to be completed in 6 to 12 months, depending on the institution and the pace of learning (part-time or full-time). Delivery modes include:
Online (Self-paced or Instructor-led)
Hybrid (Online + Offline workshops)
Classroom-based (Less common today)
Online formats are highly popular due to flexibility, recorded sessions, and access to mentors and peer groups.
Admission Requirements
Admission criteria for a Post Graduate Program in Data Science generally include:
A bachelor’s degree (any discipline)
Basic understanding of mathematics and statistics
Programming knowledge (optional, but beneficial)
An exam or interview may be required by some institutions.
Why a Post Graduate Program in Data Science from Career Amend?
Career Amend offers a comprehensive Post Graduate Program (PGP) in Data Science designed to be completed in just one year, making it an ideal choice for professionals and graduates who wish to enter the field of data science without spending multiple years in formal education. This program has been thoughtfully curated to combine foundational theory with hands-on practical learning, ensuring that students not only understand the core principles. Still, it can also apply them to real-world data challenges.
The one-year structure of Career Amend’s PGP in Data Science is intensive yet flexible, catering to both full-time learners and working professionals. The curriculum spans various topics, including statistics, Python programming, data visualization, machine learning, deep learning, and big data tools. Learners are also introduced to key technologies and platforms like SQL, Tableau, TensorFlow, and cloud services like AWS or Azure. This practical approach helps students gain industry-relevant skills that are immediately applicable.
What sets Career Amend apart is its strong focus on industry integration. The course includes live projects, case studies, and mentorship from experienced data scientists. Learners gain exposure to real-time business problems and data sets through these components, making them job-ready upon completion. The capstone project at the end of the program allows students to showcase their comprehensive knowledge by solving a complex, practical problem, an asset they can add to their portfolios.
Additionally, Career Amend offers dedicated career support services, including resume building, mock interviews, and job placement assistance. Whether a student is looking to switch careers or upskill within their current role, this one-year PGP in Data Science opens doors to numerous high-growth roles such as data scientist, machine learning engineer, data analyst, and more.
Final Thoughts
A PGP in Data Science is an excellent option for anyone looking to enter the field of data science without committing to a full-time degree. It combines the depth of a traditional postgraduate degree with the flexibility and industry alignment of modern learning methods. Whether a recent graduate or a mid-level professional, enrolling in a Post Graduate Program in Data Science can provide the competitive edge you need in today's tech-driven job market.
So, suppose you're asking yourself, "Is a PGP in Data Science worth it?". In that case, the answer is a YES, especially if you are serious about building a career in one of the most dynamic and high-paying domains of the future.
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edumindset · 2 days ago
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Best College for Economics in DU: CUET 2025 Admission Guide
Delhi University’s B.A. (Hons.) Economics program has long been considered one of the most prestigious undergraduate economics programs in India. For CUET aspirants aiming to study economics, selecting the best college for Economics in DU can be a game-changing decision—not only academically but also for future career prospects.
With the CUET scorecard in hand and CSAS preference submission around the corner, it’s important to make well-informed choices. Here’s a comprehensive breakdown of DU’s top economics colleges, how they stack up, and how to align your CUET strategy to secure a seat in them.
💡 Why Choose Economics at DU?
The B.A. (Hons.) Economics degree from Delhi University offers:
A rigorous curriculum covering microeconomics, macroeconomics, statistics, and econometrics.
Pathways into top postgrad programs, research, policy, civil services, or corporate roles.
Some of the best faculties in India, including authors, researchers, and PhDs from institutions like LSE and JNU.
But not all colleges are equal—some stand out more than others. Let’s explore.
🏆 Top 5 Colleges for Economics in DU
1. St. Stephen’s College
Highlights: Exceptional academic heritage, small batch size, and tutorial-based pedagogy.
Admissions Note: Separate application and interview process (in addition to CUET).
Placements & Progression: Alumni in RBI, IMF, IAS, and Ivy League grad schools.
2. Shri Ram College of Commerce (SRCC)
Known For: India’s premier institute for commerce and economics.
Economics Department: Math-intensive, research-focused, and placement-rich.
Cut-off Trend: Extremely high—requires nearly perfect CUET scores in domain and language.
3. Hindu College
Strengths: Brilliant faculty, math-heavy course, and very active societies like Arthashastra (Eco Society).
CUET Advice: One of the most competitive options—consider for top scorers only.
4. Lady Shri Ram College for Women (LSR)
For Girls Only: One of India’s highest-ranked women’s colleges.
Why LSR? Excellent academics, faculty mentorship, and research support.
Vibrant Campus: Frequent seminars, fests, and career prep sessions.
5. Hansraj College
Balance: Competitive but more accessible than SRCC/Stephen's.
Pros: Good placements, strong academic discipline, and high-quality peer environment.
📊 CUET + CSAS Strategy: How to Maximize Your DU Economics Chances
Step 1: CUET Result Analysis
Don’t just look at the total score—check subject-wise performance.
Economics (domain), English (language), and general test may all factor into merit.
Step 2: Build Your CSAS Preference Sheet Smartly
Top Choices: SRCC, Stephen’s, Hindu
Mid-Safe Choices: Hansraj, Miranda House
Backup Options: Dyal Singh, Kirori Mal, Ramjas
Step 3: Watch for Round-Wise Seat Allotments
Accept, freeze, or upgrade your allotment within the deadline.
CUETMOCK helps you track real-time cutoffs and suggests ideal preference orders.
🚀 Career Scope After B.A. (Hons.) Economics from DU
Higher Studies: LSE, Delhi School of Economics, JNU, ISI
Exams: UPSC, RBI Grade B, Indian Economic Service
Corporate: Finance, consulting, data science, think tanks, NGOs
📝 Final Thoughts: The Right College Can Shape Your Future
Getting into the best college for Economics in DU is more than just securing a seat—it's about unlocking a future full of possibilities. With the right CUET score and a smart CSAS preference strategy, you can secure a place at one of India’s top academic institutions.
CUETMOCK helps you navigate every post-result step—from CUET result analysis to DU seat allotment—making sure you choose the right course-college combination for a successful start to your academic journey.
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projectsforstudents · 2 days ago
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Best Python Courses in Tirupati
Start your career in programming is one of the best choice had ever taken in your life. Then if you want to work with a strong yet easily learned programming language Python Course would be the one for you. Being among the topmost widely used computer languages in the world, it has applications in various areas like web development, software engineering, data science, automation, AI, etc. If you are from Tirupati and if you wish to learn Python from scratch, then Takeoff Upskill offers the best Python courses in nearby you.
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Why Should You Learn Python?
Python is well known and widely used because of its clear and simple syntax. Provided you have no previous knowledge of any kind of programming, you should be capable of learning it all by yourself. It is considered a High-Level language that allows programmers to write clear and easy-to-read code. It is also incredibly flexible hence, you could use it to build websites, create applications, analyze data and automate tasks. Having been used by such big companies as Google, Facebook, YouTube, Instagram, etc. it is one of the best choices for a Data Scientist and a Machine Learning Engineer to get acquainted with. Learning Python will definitely give you many possible jobs in the IT field and further build a strong and successful career.
Why is Takeoff Upskill the Best Choice in Tirupati?
Takeoff Upskill is a trusted and reputed training institute in Tirupati. Among many professional courses it offers, the Python training programs are at the top in demand from students and professionals alike. Our course is for complete beginner, as well as for anyone who feels they want to upgrade their Python skills.
We at Takeoff Upskill take both theory and practical into account. Our belief is that learning the concepts are not enough, you also have to apply them in real-life project work. Hence comes the huge thrust on the hands-on project work so that you walk away with practical knowledge and confidence.
What is covered in Our Python Program?
The Python course is a step-by-step process covering all important topics. You will learn:
Introduction to Python and its features
Installing and setting up Python
Variables, data types and operators
Conditional statements-if, else and elif
Loops (for) and (while)
Functions and modules
Object-oriented programming concepts
Python file handling
Error and exception handling
Working with some of the most popular libraries such as NumPy, Pandas and Matplotlib
Basic techniques for data analysis and automation
Real-time mini projects and assignments
Conclusion:
Learning Python Course is a smart decision for anyone who aims to enter the IT world. It is easy, powerful and highly look for after. If you are in tirupati and want to learn Python from the best institution available, then Takeoff Upskill is the perfect choice for you. Under the guidance of experts, the practical training we have to offer combined with the placement support shall help you land your very own dream job in IT. Enroll at Upskill now and the seed to make your programming career grow will be soon.
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