#scala assignment help scala homework help

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Scala is a programming language that combines object-oriented and functionalprogramming into one high-level, concise language. Many well known organizations are moving from Java to Scala programming because it improves scalability and productivity of the organization. Scala runs on the Java platform and is compatible with Java programs already in existence which is an added advantage.

Scala is a programming language largely compared to Java and Python because of their capability of all of them being used by big data experts when choosing a programming language for Apache Spark. Different data analysts or data scientists may prefer any of the programming languages between Scala and Python because of the benefits they realize. Both Scala and Python are easy to program and help data experts get productive fast. Hence, they can learn both.

Scala is however, normally the first preferred choice to Python when it comes to which is a better programming language for Apache Spark.

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Embarking on the journey of mastering Scala programming can be both thrilling and challenging. As a student, you often find yourself grappling with complex assignments that demand precision and expertise. In this blog, we unveil the top 5 online scala Programming Assignment Help services, tailored specifically for Scala programming. Whether you're seeking programming homework help, assistance from programming assignment experts, or a community-driven approach, we've got you covered.

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StackOverflow:

The programming community's go-to platform for problem-solving, StackOverflow, is an invaluable resource for Scala programming students. The platform hosts a vast community of developers and experts who willingly share their knowledge and insights. Posting your Scala-related queries on StackOverflow can yield diverse solutions and perspectives.

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[atomic-taco-muffin]

The Lost Princess Chapter 38

Warnings: same as the last chapter 

Rating: SFW

“A scattered dream that's like a far-off memory.”

“A far-off memory that's like a scattered dream.”

“I want to line the pieces up--yours and mine.”

It was your birthday yet again in Daybreak Town. All of the foretellers gathered together and released lanterns for your birthday. 

“How long do you think we’ll keep this up?” Aced asked.

“Till I get my daughter back,” Ira said. 

“But we don’t even know if she’s alive. How do you know that you’ll get her back?” Invi said. 

“I can feel it in my heart. She’s alive and she’s happy. And she will return.” 

~~~~

Xehanort smirked at the sight of the lanterns entering Scala ad Caelum. 

“So, he’s still hopeful of his daughter. He won’t be for long,” he said. He summoned his Keyblade and broke one of the lanterns. 

“That girl will fall into darkness. She just needs a little convincing,” he said.  

~~~~

Roxas walked through the basement corridor. He saw two capsules with familiar faces inside.

“...Donald. ...Goofy?” he asked. He turned to the door at the end of the hall and entered. DiZ was standing in a completely bright room in front of a single large capsule.

“At last, the Keyblade's chosen one. The protector of the Spirit,” he said.

“Who are you talking to? Me? Or Sora?” Roxas asked. 

“To half of Sora, of course. You reside in darkness. What I need is someone who can move about the realm of light and destroy Organization XIII.” 

“Why? Who are you?”

“I am a servant of the world.” DiZ laughed.

“And if I'm a servant, then you should consider yourself a tool, at best,” he said. 

“Was that... Was that supposed to be a joke?” Roxas asked as he summoned his keyblade. 

“'Cause I'm not laughing!” he said. Roxas ran up to DiZ and struck through him. The Keyblade created a wave of data through DiZ. Roxas, surprised, stood straight.

“My apologies. This is only a data-based projection,” DiZ said. Roxas screamed in anger, and futilely struck DiZ repetitively with the Keyblade. DiZ vanished and reappeared behind him while Roxas caught his breath.

“Come, over here,” DiZ said. Roxas stared at DiZ.

“I hate you so much...” he said. 

“You should share some of that hatred with Sora. He's far too nice for his own good,” DiZ said. 

“No! My heart belongs to me!” Roxas ran and cut again through DiZ. DiZ disappeared and the capsule glowed. The mechanical petals opened slowly and revealed what they contained.

“Sora...(Y/N)...” Roxas said. There, you and Sora were sleeping soundly in the capsule. 

“You're lucky. Looks like my summer vacation is...over,” Roxas said. Roxas turned around and faded to white.

“Sora? (Y/N)?” he asked. 

“Huh?” you asked. 

“Who's there?” Sora asked. 

“Sora! (Y/N)!” Donald said. 

“Wake up, you two,” Goofy said. You and Sora woke up and the capsule opened again in front of Donald and Goofy. You and Sora stretch and the other two laugh at how small your clothes have gotten. You and Sora jumped out of the capsule in front of them and grabbed them in your arms.

“Donald!” you said. 

“Goofy!” Sora said. The four of you laughed and hopped in a circle. Jiminy Cricket climbed on Sora's shoulder, yawned, and stretched. Odile did the same thing on your shoulder. 

“That was some nap!” Jiminy said. Jiminy hopped down to the floor.

“You mean, we were asleep?” you asked. 

“I guess we musta been, or I don't think we'd be so drowsy...” 

“When do ya think we went to sleep?” Goofy asked. 

“Uhh...” Donald said. 

“Let's see...we defeated Ansem...” Sora said. 

“Yep,” Goofy said. 

“...restored peace to the world...found Kairi... Oh yeah, and then we went to look for Riku. And my brother gave me Odile and showed me memories of my parents. I think that's right so far,” you said. 

“Then what?” Donald asked. 

“What does your journal say, Jiminy?” Goofy asked. Jiminy took out his journal.

“Gee, there's only one sentence... ‘Thank Naminé.’ Hmm... I wonder who that is,” he said. You, Sora, Donald, Odile, and Goofy looked at one another and shook your heads.

“Some journal that is,” Donald said. 

“Well, what do ya say we find out where we are!” Jiminy said. You and the group walked to Twilight Town and entered the Usual Spot.

“You know, I think I've been to this town,” Sora said.

“Me too,” you said.

“What's it called?” Donald asked.

“Hmm... Guess we must've imagined it,” Sora said. Hayner, Olette, and Pence were boredly lying around the room.

“What do you want!?” Hayner asked. 

“Uh, nothing. Just wondering what was back here,” you said. 

“Now you know. This is our spot.”

“Umm...” Pence said. 

“What?” Sora asked. 

“You're...new around here, right? I'm Pence.” 

“Hayner. Nice to meet you, but we got stuff to do, so catch ya later,” Hayner said as he left. 

“My name's Olette. Hey, did you finish up the summer homework, yet? Independent studies are the worst, huh?” Olette said. 

“Homework?” you and Sora asked. The two of you looked at Donald and Goofy, who shrugged. 

“Hey, what're your names?” Pence asked. 

“Oh. We’re Sora, (Y/N), Donald, and Goofy,” Goofy said. 

“And this is Odile,” you said. Odile popped out and looked at everyone. 

“Aww, she’s so cute!” Olette said as she scratched under Odile’s chin. Odile purred at the feeling. 

“You know, we just met someone who was looking for you,” Goofy said.

“He sure seemed in a hurry. He had a black coat on so I couldn't see his face, but he had these big round ears,” Pence said. 

“The King!” Donald said.

“Where'd you see him?” Sora asked. 

“At the station,” Pence said. 

“The station! Thanks!” you said. 

“Well, we'd better get back to that assignment,” Olette said.

“Later,” Pence said. Him and Olette lef the Usual Place, leaving you, Odile and the trio by yourselves.

“Oh boy! The King's trying to find us!” Donald said. 

“Yeah, let's get to the station!” Sora said. The five of you entered the Sandlot and found Seifer, Fuu and Rai.

“Hey you, where'd you come from?” Seifer asked. 

“Uhh...” you said. 

“You here to pick a fight with us or something?”

“Fight? We're not here to fight,” Sora said.

“Yeah, you big palooka!” Donald said. 

“Okay, smartalecks... Time to teach you how to behave in my town. Bring it!” Seifer said. Him, Fuu, and Rai took defensive stances. Odile stood in front of you and the trio in a hostile manner. 

“Calm down, Odile. We’re not gonna fight these guys,” you said. 

“Man, what a jerk,” Sora said. Donald nodded and the five of you continued your trek to find the station. The five of you continued to Central Station and were suddenly surrounded by Dusks. You all fought them, but were overwhelmed and became exhausted. Mickey appeared on the ledge of the station. As the Dusks striked again and Sora held up his Keyblade while you held onto your dagger and Odile, Mickey swooped down and destroyed the remaining Nobodies with his own Keyblade. You and Sora were amazed. Donald and Goofy pushed you and Sora down and out of the way. 

“Your Majesty?” Donald asked.

“Shh! You gotta board the train and leave town! The train knows the way,” Mickey said as he held out a pouch of munny. 

“Here,” he said. Sora took it and Mickey ran to Market Street.

“Your Majesty...” Donald said. 

“The King... Was that really him?” Sora asked.

“It coulda been... Yep, I know it was!” Goofy said. 

“Now we know he's okay!” Donald said. 

“The king was locked in the realm of darkness, right?” you asked.

“Uh-huh,” Goofy said. 

“But we just saw him,” Sora said. 

“Yep,” Donald said. 

“And if the king is here, that means Riku’s here!” you said.

“He’s gotta be!” Donald said. 

“Well, (Y/N) and I are gonna go look for Riku. Then we can go back to the islands together. Kairi’s there waiting for us! What are you two gonna do?” Sora said. 

“Gawrsh, Sora. Do ya have to ask?” Goofy said. You and Sora giggled. Odile nudged your cheek, grabbing your attention. 

“Huh? What is it, Odile?” you asked. Odile moved around, asking about Vanitas.

“Vani...I don’t know. I don’t know where he is or if he’s okay. But as long as I have you, Odile, I think he’ll be okay,” you said. 

“You really care about him, huh?” Donald asked. 

“Of course. He was my best friend and my brother. I have to know if he’s okay.” 

“Hey, what do ya say, guys? Let’s stick together for one more journey,” Sora said. You all nodded in agreement.

“To...where again?” he asked.

“We hafta board the train!” Goofy said. 

“Oh yeah.” You and Donald sighed while Odile shook her head.

“C'mon!” Sora said. The four of you ran inside the station.

“Wait up!” Hayner said. Him, Pence, and Olette caught up to you.

“Hey, Sora, (Y/N)...” he said. 

“What?” you asked. 

“Nothing, but...”

“We came to see you off. It just seemed like something we oughta do,” Pence said. 

“Oh...really? Thanks!” Sora said. Suddenly, there was a ringing sound.

“You should hurry and get your tickets,” Olette said. 

“Right,” you said. Sora took out the Munny Pouch at the teller and Olette noticed.

“What is it?” you asked. Olette took an exact copy of the Munny Pouch.

“They're the same,” Goofy said.

“Yeah,” Olette said. Sora looked to both pouches and shrugged.

“Four tickets, please!” he said. The teller gave him four tickets.

“I can't help feeling like we won't see this town again...” Sora said. 

“Why not?” you asked. 

“You're thinkin' too much,” Goofy said.

“Yeah, you're right!” You and the Trio boarded the train and followed it to Master Yen Sid’s tower.

~~~~

A girl was walking along the halls of a castle, trying to find her sister. She soon found her, reading a book in the seating area. She walked over to her and looked at her.

“Ugh, what do you want?” the sister asked. 

“Father wants to see us,” the girl said. The sister groaned and followed the girl to their father’s office. The girl knocked on the door and waited for her father’s response. 

“Enter,” he said. The two girls entered and saw their father at his desk.

“You wanted to see us?” the sister asked. 

“Yes. A spirit has awoken. Find her and bring her here,” he said. 

“A spirit? I thought that we were the only ones,” the girl said. 

“Well, you’re not. Now go and don’t keep me waiting.” 

“Yes, father,” the two girls said. They walked out of his office and walked down the halls. 

“Should we ask Uncle Xigbar for help?” the sister asked. 

“No. I think we can handle ourselves. Besides, it’s just one spirit. We’re far more stronger than she is,” the girl said. The sister smirked and summoned her weapon. 

“This is going to be fun,” she said. 

to be continued...

[crookedtreepoetry]

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[lyassonovablog]

HighTech in Music Education

Well, here we are: my first MOOC debate assignment! 

How much technology and the cultures around digital technology should influence education, and music education, in the 21st Century? While watching the videos for this course, we have seen different approaches towards technology: some schools encourage to use technology at any point in time, some others outline the importance of having the classes online while using modern technology means (in my institution at the moment we are heavily using Zoom, WhatsApp for sharing homework, etc.), while some other schools limit the use of technology. If there one true answer on which approach is the best for students? Believe me, there is no panacea as such; however, in the current circumstances that the world is facing now, we all realised the importance of technological literacy and the usage of these means. This allows students to keep on learning and getting their education during pandemic. Of course, a session in Zoom will never substitute a real experience and emotional connection during a music class while sitting next to the teacher, but this is a fair approach to keep the ball rolling.

Referring back to Bauer’s view on the fact that technology can be used as a “tool, medium, or instrument.”  It is basically like using pigeon post in the century of instant messages and emails. Again, this pandemic taught us all that the way of working, interaction with students, etc. need some changes and adjustment to ensure sustainable continuity. 

During one of the first videos one of the most powerful messages has been conveyed: nowadays it is more about guiding rather than directing. i will certainly pass this message to my current colleagues. Guiding is all about collaborating. There is a reason why Microsoft called MS Teams a collaboration tool. Same reason goes for Zoom, etc. 

Using the modern means of technology, students can collaborate with teachers and peers from other towns and even countries.  I mean, just look at me at the moment: I live in Kazakhstan and take a course at the University of Sydney. This is incredible and it clearly shows that technology wipes out all borders. 

If we talk about technology, it is not only about the collaboration between teachers and students. Now people have access to various classical concerts, operas and ballets all over the world: today you can watch Giselle in Covent Garden, tomorrow - La Traviata in La Scala. Not only that, you can also time travel and watch concerts from 20 or 30 years ago and also learn from it... This is fascinating, isn’t it?

Since March 2020, I had totally embraced technology in my pedagogical practice in order to help my students to continue their education while maintaining the contact with them.  

Bauer, W. I. (2014). Music Learning Today: Digital Pedagogy for Creating, Performing, and Responding to Music. New York: Oxford University Press, USA.

The Royal Conservatory (2018).  The Important Role of Technology in Music Education. Retrieved from: https://www.rcmusic.com/about-us/news/the-important-role-of-technology-in-music-educatio

Unesco (2020).  How could intelligent technologies help during the pandemic? Retrieved from: https://en.unesco.org/news/how-could-intelligent-technologies-help-during-pandemic

[programminghomeworkhelper-blog]

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[programmingassignments-blog]

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[bythebayio]

David Andrzejewski: “Scale By the Bay is ultimately about augmenting the capabilities of software engineers”

Senior Engineering Manager at Sumo Logic, David Andrzejewski works on applying statistical modelling and analysis techniques to machine data such as logs and metrics. He also co-organizes the SF Bay Area Machine Learning meetup group.

At Scale By the Bay, David is doing a talk “Privacy-aware data science in Scala with monads and type-level programming”, we spoke to David about his Scala and Machine Learning journey, the lessons learnt over the years, and how Sumo Logic empowers their users to understand, operate, and secure the dynamic and complex software systems that drive the modern economy.

Please tell us about your Scala and Machine Learning journey.  

I got excited about machine learning as an undergraduate when I took a bioinformatics course. In particular, I remember a homework assignment using Hidden Markov Models to identify exons in genomic sequence data, and it really seemed like a magic trick. From there I went on to study machine learning in graduate school, which was followed by a research postdoc before joining an early-stage startup, which was Sumo Logic. This was my first major exposure to Scala, as they were a pretty early industry adopter, I think there was still some Java in the codebase when I joined but all new development was happening in Scala. Prior to Sumo Logic, I had heard of Scala from the original Spark paper, which was already getting a lot of attention, but I hadn't ever played with the language hands-on.

Working with machine learning techniques can incur a significant cost in terms of complexity and risk. You can see this in the popularity and impact of the Google "Credit Card" paper. This cost can shift our thinking somewhat in terms of software engineering tradeoffs. In a world where unforeseen data feedback loops may be subtly corrupting our training data, we might find increased value in the reduced bug surface area achieved by techniques like type-checking and referential transparency. I discussed this line of reasoning a bit further a few years back at Big Data Scala By the Bay.

You’ve been working with data in Scala for a long time. What are the key lessons learnt over the years?

I guess one gotcha is that, given the multi-paradigm nature of Scala, there are often a lot of different means to achieve the same end. This can lead to trouble if you are mixing flavors within some local neighborhood of code - say, loosely, a "module". If engineers in this module are simultaneously writing Java++, Akka, and Haskell--, you're going to have a bad time. Maybe over a large codebase or system, you can get away with different styles coexisting within their own boundaries or components.

On the other side of the ledger, for a wide variety of problems and use cases, there is a Java Library For That. If you can avoid the siren song of Not Invented Here and live with or code around some minor API impedance mismatches, there's a lot to be gained by taking advantage of the Java ecosystem.

How do you interop and collaborate with the Python/R ecosystems and the data scientists working in them? What does it look like at Sumo Logic?

This is definitely an interesting question. For prototyping and exploration, one nice thing is that in data science notebooks like Zeppelin it is possible to handoff data between languages. The Apache Arrow project is a really interesting effort in this direction.

For production systems, one way to pose the question might be whether to have model estimation in Python/R with serving in JVM (eg, via PMML), both estimation and serving in Python/R, or both estimation and serving in JVM (I don't believe that there's a big appetite to do estimation in JVM and serving in Python/R?). One wrinkle to the hybrid approach is that it might make it more challenging to ensure feature engineering and data pipelines are in sync. At Sumo Logic, we are still exploring this question and I'd certainly be interested to hear what kinds of experiences other people have had here.

How do the strong types help manage a team?

At a minimum, I find that the types give you a form of inline testing and documentation that is guaranteed to always be up-to-date, which can be valuable. Besides that, there are potentially some communication advantages to having types available as a standardized way to describe data and behavior. For example, in some cases, you can use this to remove ambiguity from key project artefacts like requirements and design docs, which can help the team move more quickly.

What do you like the most about Scale By the Bay and what are you looking forward to at the conference?

I think it brings together people who are particularly focused on using software technologies in order to accelerate the development and delivery of software itself, if that makes sense. You can see this theme in talks like "Machine Learning on Source Code" and "Monitoring AI with AI", but many of the other topics around data/ML frameworks and libraries or functional programming techniques are also ultimately about augmenting the capabilities of software engineers. I find the potentially compounding payoffs of such efforts to be a tremendous opportunity, which is one of the reasons I enjoy the problems we're tackling at Sumo Logic: how can we empower our users to understand, operate, and secure the dynamic and complex software systems that drive the modern economy?

Do not miss David Andrzejewski and his talk “Privacy-aware data science in Scala with monads and type-level programming” at Scale By the Bay on November 15th. Last few tickets are available, so book yours now!

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[billcamp1984]

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[scholarspro-blog]

Where can you get online certification training related to big data, data science or Hadoop in India?

Apache Hadoop is a new technology that allows large data volumes to be organized and processed while keeping the data on the original data storage cluster. It is an open source project for processing large datasets in parallel with the use of low level commodity machines. Hadoop is built on two main parts; a special file system called Hadoop Distributed File System (HDFS) and the MapReduce Framework.

About The Course

Comprehensive Study on Hadoop-The HDFS File System is an optimized file system for distributed processing of very large datasets on commodity hardware. The map reduces framework works in two main phases to process the data which are the Map phase and the Reduce phase. This course is ideal for managers, analysts, architects and developers seeking an understanding of Hadoop concepts, MapReduce, HDFS and Hive for processing large data workloads.

What You Will Get?- In this program, Instructor will explain and illustrate the capabilities of Hadoop (including MapReduce, Yarn and HDS), Hive, HBase and Spark for processing large volume of data workloads with various industry use cases.

Course topics include - Understanding of Hadoop concepts and evolution, characteristics and significance of Hadoop, Hadoop Distributed File Systems (HDFS), Hadoop Map/Reduce and Hadoop projects reference. Homework will be assigned to help students to review and apply the concepts to problem-solving in the real world.

Who can attend this course?- This course is designed for individuals seeking to gain expertise in the concepts, tools and the platform of Hadoop needed for processing large data sets. Further, this course is designed to meet the need to fulfil professional development training requirements on Hadoop to process large data sets (3 Continuing Education Units conferred upon successful completion of the course exit examination).

Purpose Of The Course- The purpose of the three (6) weeks intensive certificate program is to provide high level understanding and the capabilities of Hadoop (MapReduce, HDFS), Hive, HBase, Pig, Sqoop, Scala & Spark for processing large volume of data workloads with various industry use cases.

Course Pre-requisites- There are no formal prerequisites for this course and is open to any professional seeking practical knowledge of Hadoop platform and development with use cases as part of their professional career development. Basic Java language or any other programming knowledge recommended. Further, participants should be willing to their Virtual Machine using the installation instructions that the instructor provides within a week after the 1st session completes. Instructor will provide any assistance required offline.

Criteria For Passing The Course- Complete all graded quizzes and assignments on time

Course Format-This class will be presented as ONLINE course spanning a period of three (4) weeks. In addition to study materials presented in your classroom (text is included as part of your registration) and recorded lectures, you will also have direct interaction with your instructor and other students by way of asynchronous discussions. While this course has been designed for students/ working professionals being delivered in an interactive online classroom learning environment that accommodates busy schedules, each participant understands that the required progression of weekly assignments and discussions necessitates a minimum of ten (10) hours devotion per each week of the class.

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“The explanations were very clear and concise. I also noticed that Mr. Portilla was quick to answer his students’ questions. I have programmed before in other languages and wrote some python scripts before as well, and I must say many of the sections along with the assignments and lecture notes helped fill many of the gaps in my knowledge. The sections I did know were thorough refreshers. I waited till I finished the entire course to give my review and I will be giving it 5 stars. Mr. Portilla did an Outstanding job, and I would highly recommend this course to anyone just starting out. The course was easy to follow and I had fun taking the course. Thanks!” (Ron Avila)

“It would be better if you could include file operations like to check if two files are equal or to copy contents of a file to excel etc. For beginners its a great course.” (Arjun Sridhar)

“The course was overall good and Jose explains things well. Sometimes, in the hope of keeping this simple, he is somewhat vague about the details and then leaves (me personally) feeling less than sure about what I’m learning. I felt this way during the iterators section of the course. Also, and most importantly, I feel he should incorporate small exercises throughout the course. We spend alot of time absorbing information, but we don’t apply it that much, and it’s easy to start forgetting what you’ve learned.” (Greer Hanshaw)

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Jose Portilla

Jose Marcial Portilla has a BS and MS in Mechanical Engineering from Santa Clara University and years of experience as a professional instructor and trainer for Data Science and programming. He has publications and patents in various fields such as microfluidics, materials science, and data science technologies. Over the course of his career he has developed a skill set in analyzing data and he hopes to use his experience in teaching and data science to help other people learn the power of programming the ability to analyze data, as well as present the data in clear and beautiful visualizations. Currently he works as the Head of Data Science for Pierian Data Inc. and provides in-person data science and python training courses to a variety of companies all over the world, including top banks such as Credit Suisse. Feel free to contact him on LinkedIn for more information on in-person training sessions.

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