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Artificial Intelligence & Deep Learning for Decision Makers Paperback – 1 January 2020
by
Dr. Jagreet Kaur
(Author),
Navdeep Singh Gill
(Author)
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- Print length250 pages
- LanguageEnglish
- Publication date1 January 2020
- Dimensions15.24 x 1.42 x 22.86 cm
- ISBN-109389328683
- ISBN-13978-9389328684
Product description
About the Author
Dr. Jagreet Kaur is a doctorate in computer science and engineering. Her topic of the thesis was ARTIFICIAL INTELLIGENCE BASED ANALYTICAL PLATFORM FOR PREDICTIVE ANALYSIS IN HEALTH CARE. With more than 12 years of experience in academics and research, she is working in data wrangling, machine learning and deep learning algorithms on large datasets, real-time data often in production environments for data science solutions and data products to get actionable insights for the last four years. She also possesses ten international publications and five national publications under her name. Her skill set includes data engineering skills (Hadoop, Apache Spark, Apache Kafka, Cassandra, Hive, Flume, Scoop, and Elasticsearch), programming skills (Python, Angularjs, D3.js, Machine Learning, and R), data science skills (Statistics, Machine Learning, NLP, NLTK, Artificial Intelligence, R, Python, Pandas, Sklearn, Hadoop, SQL, Statistical Modeling, Data Munging, Decision Science, Machine Learning, Graph Analysis, Text Mining and Optimization, and Web Scraping, Deep learning packages:- Theano, Keras, Tensorflow, Pytorch, Julia) and Algorithms Specialization (Regression Algorithms: Linear Regression, Random Forest Regressor, XGBoost, SVR, Ridge Regression, Lasso Regression, Neural Networks Classification Algorithms: Decision Trees, Random Forest Classifier, Support Vector Machines(SVM), Logistic Regression, KNN Classifier, Neural Network, Clustering Algorithms: K-Means, DBSCAN, Deep Learning Algorithms: Simple RNN, LSTM Network, GRU). Currently, she works as a Chief Operating Officer (COO) and Chief Data Scientist in Xenonstack. Under her Guidance, more than 400 projects are already developed and productionized which also includes more than 200 AI and data science projects. Navdeep Singh Gill is a technology and solution architect having more than 15 years of experience in the IT and Telecom industry. For the past six years, he is working in big data analytics, automation and advanced analytics using machine learning and deep learning for planning and architecting of data science solutions and data products. He s also working in 3 As (Analytics, Automation, and AI), more focused on writing software for building data lake, analytics platform, NoSQL deployments, data migration, data modeling tasks, ML/DL on real-time data often in production environments. He started his career with HFCL Infotel as a network engineer for managing the technical network of Broadband Customers with Linux servers and Cisco routers. He also worked in Ericsson, where he handled the synchronization plan and implementation for synchronization of Microwave Network and Media Gateway, MSS, and Core Network. SSU Implementation Planning and Optimization with respect to IP RAN, Mobile Backhaul Solution- Optimization of Existing Microwave Network to Ethernet, Microwave Hybrid Solution, Convergence to all IP, SIU Implementation for conversion to IP of Existing BTS, GB over IP. His area of expertise includes Hadoop, Openstack, DevOps, Kubernetes, Dockers, Amazon web services, Apache Spark, Apache Storm, Apache Kafka, Hbase, Solr, Apache Link. Nutch, Mapreduce, Pig, Hive, Flume, Scoop, ElasticSearch, and programming expertise includes Python, Angular.js, and Node.js.
Product details
- Publisher : BPB Publications (1 January 2020); BPB Publications
- Language : English
- Paperback : 250 pages
- ISBN-10 : 9389328683
- ISBN-13 : 978-9389328684
- Item Weight : 340 g
- Dimensions : 15.24 x 1.42 x 22.86 cm
- Country of Origin : India
- Generic Name : Book
- Best Sellers Rank: #266,872 in Books (See Top 100 in Books)
- #3,056 in Computer Science Textbooks
- Customer Reviews:
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Customer reviews
3.9 out of 5 stars
3.9 out of 5
18 global ratings
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Top reviews
Top reviews from India
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Reviewed in India on 10 March 2020
Verified Purchase
The book is good, tells about Predictive modelling and analysis. It improves my understanding about the subject.
Reviewed in India on 20 January 2020
Its a helpful book for people interested in AI work. Very well explained concepts
Reviewed in India on 15 January 2020
Verified Purchase
Excellent Book , A Must Read
Excellent Book , A Must Read
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Reviewed in India on 16 July 2020
Verified Purchase
Fantastic
Reviewed in India on 20 January 2020
A book based on examples tries to open up the secret of how AI can deliver value to businesses !!
Top reviews from other countries
Luigi Leo
2.0 out of 5 stars
Argomenti trattati in modo generico
Reviewed in Italy on 21 March 2023Verified Purchase
Il libro presenta, a mio avviso, una serie di esempi di applicazione delle tecniche di Intelligenza Artificiale in modo un po' generico, senza di fatto approfondire gli argomenti.
Alla fine non l'ho trovata una lettura particolarmente interessante; il mio livello di conoscenza dell'argomento trattato non è di fatto aumentato al termine della lettura.
Alla fine non l'ho trovata una lettura particolarmente interessante; il mio livello di conoscenza dell'argomento trattato non è di fatto aumentato al termine della lettura.