Hello dear Freelancers,
I am trying to implement a LARGE SCALE SPARSE MATRIX MULTIPLICATION in Apache Spark. Your implementation should agree with the below qualifications:
1)Sparse matrix storage
2)Matrix multiplication utilizing sparsity
3)Matrix multiplication outputting into sparse storage
My goal is to be able to multiply huge Matrices ( bigger than 2Million x 2Million and with sparsity ~=[url removed, login to view] ). All matrices will be SQUARE. Your code should be SCALABLE and DISTRIBUTED as well in order to gain advantage of the SPARK environment's advantages. For more details contact me.
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Ofertas en este proyecto
Core strengths are Big Data, Machine Learning and Data Visualisation. My work involves extensive use of Hadoop, MPP databases, Python, R, Spark, Hive & BI tools. Platforms: AWS, Google Cloud & Azure Machine Learning: Regression, Association (apriori), Time-Series Analysis, Classification (decision trees, random forest, logit, deep learning), Clustering (k-means) Data visualisation: Tableau, Qlik, Klipfolio, Power BI, D3 & Kibana ETL using Oozie, SSIS & Luigi Real-time stream processing: Spark, Flume, Kafka, Twitter API Machine Vision: OpenCV (in C++ or Python) Other Tools & Expertise: AWS Data Pipeline, Azure DataFactory, Amazon EMR, AWS Kinesis MySQL, PostgreSQL, Postgres-XL, Cassandra, Greenplum TensorFlow, NLTK, Scikit-learn, Scikit-flow, numpy, pandas Apache Kylin, Impala, SSAS Elastic Search, MongoDB Spark ML lib, H2O, Mahout, Azure ML Studio Domains: Disruptive tech ideas in Marketing, Healthcare, Finance, Professional Sports, and Social Media
Do you have a Hadoop job and are looking for a talented and experienced Hadoop Developer? I believe that my experience and skill in this background will prove to be of great help to you. I have worked as a Hadoop Developer for many years and my skills and experience will prove useful to your work. I am ready to start working on your job today.
I am a seasoned professional who has a passion to build high quality scalable, reliable and fault tolerant distributed systems. I have graduated from IITK, one of the top universities in India. Specialities - 1. Java/J2EE, Android 2. Elastic Search 3. Data Structure And Algorithm 4. Openfire chat software development 5. Mysql 6. Any challenging technical problem 7. Website or Application optimization 8. Machine Learning 9. Neural Networks 10. Genetic Algorithm 11. Built highly concurrent and distributed systems 12. Nodejs Base price excluding freelancer fee is 500 USD. Fixed prices. No negotiation please. Hourly fees excludes any transaction fees or freelancer commission.
I have more than 5 years of industrial experience in application development and data engineering in various domains like Disaster Recovery, Virtualization, Replication, Backup, Research, Healthcare, Telecom and Retail. I have worked on various data engineering technologies of Big Data Ecosystem like : Data Processing - Apache Spark(In memory Processing), Hadoop Ecosystem(Hbase, Pig, Hive, Impala, Hdfs) Cluster Resource Manager - Apache Yarn NoSql Database - Elasticsearch, Aerospike, MongoDb Platform Building - Cloudera, ELK, Docker Security - Kerberos, Sentry File Formats - Parquet Language - Java, Scala, C# Cloud - AWS, Azure
In our company we have team of 80+ Software Engineers, with expertise in PHP, JAVA-J2EE & QA Engineers. We always aim at giving best quality work at very realistic quote. We do have professionals with experience up to 8 yrs. Thank you.
My rating is 5/5, which means that if I agree to a project, I will do my best to finish it perfectly and on time. Your Satisfaction is my top priority. My area of knowledge and interest includes: -Algorithms *Algorithm Design *Complexity Analysis *Recursion and Recurrence Solving -Functional and Logic Programming *Prolog *Haskell *Answer Set Programming (ASP) *CLIPS *Racket/DrRacket *LISP *Erlang *OCaml *ml *sml/nj *F# *Scheme *Clojure *Scala *Akka Framework *Spark -Discrete Optimization *MiniZinc *Planning *GOLOG *Graphplan *Linear Programming -Compiler Design *Automata Theory *DFA/NFA/PDA *LEX/YACC *FLEX/BISON *Interpreter/Parser -Artificial Intelligence (AI) *Search Algorithms *Machine Learning -Cryptography *RSA *Elliptic Curve Cryptography *Caesar Cipher *Transposition Cipher -Scientific and Parallel Computing *Matlab *Mathematica *C/C++ *Java *CUDA *OpenCL *OpenAcc *OpenGL *OpenMP *MPI *PVM *R Programming Language *Ruby I look forward to work on your projects!
HOUNSLOW, United Kingdom
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Software developer with 11 yrs of experience . Have expertise in DS, Algo, Cloud Computing, Scala, Java, R, Python, Data Science , Machine Learning