DZone
Thanks for visiting DZone today,
Edit Profile
  • Manage Email Subscriptions
  • How to Post to DZone
  • Article Submission Guidelines
Sign Out View Profile
  • Post an Article
  • Manage My Drafts
Over 2 million developers have joined DZone.
Log In / Join
Refcards Trend Reports
Events Video Library
Refcards
Trend Reports

Events

View Events Video Library

Zones

Culture and Methodologies Agile Career Development Methodologies Team Management
Data Engineering AI/ML Big Data Data Databases IoT
Software Design and Architecture Cloud Architecture Containers Integration Microservices Performance Security
Coding Frameworks Java JavaScript Languages Tools
Testing, Deployment, and Maintenance Deployment DevOps and CI/CD Maintenance Monitoring and Observability Testing, Tools, and Frameworks
Culture and Methodologies
Agile Career Development Methodologies Team Management
Data Engineering
AI/ML Big Data Data Databases IoT
Software Design and Architecture
Cloud Architecture Containers Integration Microservices Performance Security
Coding
Frameworks Java JavaScript Languages Tools
Testing, Deployment, and Maintenance
Deployment DevOps and CI/CD Maintenance Monitoring and Observability Testing, Tools, and Frameworks

Curious about the future of data-driven systems? Join our Data Engineering roundtable and learn how to build scalable data platforms.

Data Engineering: The industry has come a long way from organizing unstructured data to adopting today's modern data pipelines. See how.

Threat Detection: Learn core practices for managing security risks and vulnerabilities in your organization — don't regret those threats!

Managing API integrations: Assess your use case and needs — plus learn patterns for the design, build, and maintenance of your integrations.

Avatar

Sai Nikhilesh Kasturi

Senior Data Scientist at American Airlines

US

Joined Aug 2023

https://sainikhilesh.weebly.com

About

8+ years of experience in IT and comprehensive industry knowledge on Machine Learning, Artificial Intelligence, Statistical Modeling, Data Analysis, Predictive Analysis, Data manipulation, Data mining, Data visualization and Business Intelligence. Expertized in python data extraction and data manipulation, and widely used python libraries like numpy, pandas, and matplotlib for data analysis. Identifies, analyzes, and interpret trends on large data sets. Proficient in data scrubbing/cleaning, root cause analysis, graphs, charts, forecasting and data research. Experienced in data integration, validation and data quality controls for ETL process and data warehousing. Adept in statistical programming languages like Python ,SQL, Pyspark, Sparksql and R. Experience in working with bigdata technologies such as HDFS, Apache spark, Hive, Pig, Sqoop, Flume, Kafka and familiar with Scala programming. Experience in performing Feature Engineering, Feature Selection, Classification techniques, Regression techniques, Time Series Analysis, Clustering techniques, Neural Network Algorithms on large data sets. Proficient at building Robust Supervised, Unsupervised & Deep Learning Models. Adept in analyzing large datasets using Apache Spark, Pyspark, Amazon Web Services (Aws) And Azure Cloud Platforms. Proficient in designing and creating various data visualization dashboards, worksheets and analytical reports to help users to identify critical KPI’s and facilitate strategic planning in the organization utilizing PowerbI and Tableau visualizations according to the end-user requirements. Proficient in MS Excel, MS Powerpoint, MS Word, Charts, Pivot Tables, Pivot Charts, V-Lookup, Macros, Advanced Excel and Formulas. Quick learner having strong Business Domain Knowledge and can communicate the business Data Insights easily with technical and non-technical clients.

Stats

Reputation: 330
Pageviews: 25.5K
Articles: 8
Comments: 0
  • Articles

Articles

article thumbnail
Optimizing Machine Learning Models with DEHB: A Comprehensive Guide Using XGBoost and Python
In this article, we explore Distributed Evolutionary Hyperparameter Tuning (DEHB) and its application to the popular XGBoost machine learning algorithm using Python.
October 6, 2023
· 2,435 Views · 1 Like
article thumbnail
Enhancing Hyperparameter Tuning With Tree-Structured Parzen Estimator (Hyperopt)
This article explores the concept of Tree-Structured Parzen Estimator (TPE) for hyperparameter tuning in machine learning and its application with an example.
September 15, 2023
· 2,834 Views · 1 Like
article thumbnail
Bayesian Optimization and Hyperband (BOHB) Hyperparameter Tuning With an Example
This article explores the concept of Bayesian Optimization and Hyperband (BOHB) for hyperparameter tuning in machine learning and its application with an example.
September 13, 2023
· 3,368 Views · 3 Likes
article thumbnail
The Power of Visualization in Exploratory Data Analysis (EDA)
In this article, we explore various data visualization techniques to conduct Exploratory Data Analysis, which is a vital step in understanding data's hidden insights.
September 12, 2023
· 4,759 Views · 6 Likes
article thumbnail
Population-Based Training (PBT) Hyperparameter Tuning
This article explores the concept of population-based training (PBT) for hyperparameter tuning in machine learning and its application with an example in Python.
September 5, 2023
· 2,304 Views · 3 Likes
article thumbnail
A Comprehensive Guide to Hyperparameter Tuning: Exploring Advanced Methods
Hyperparameter tuning is essential to improve model performance in machine learning. Let's delve into advanced tuning methods.
August 30, 2023
· 3,169 Views · 3 Likes
article thumbnail
Discovering Data Insights: 12 Advanced Python Packages for Efficient Data Exploration
In this article, we explore various Python packages to conduct Exploratory Data Analysis, which is a vital step in understanding data's hidden insights.
August 25, 2023
· 4,241 Views · 3 Likes
article thumbnail
Must-Try Gen AI Prompts for Data Scientists
Exploring the Power of Gen AI for Data Scientists. Below are a few must-use Gen AI prompts that can help Data Scientists.
August 24, 2023
· 2,346 Views · 3 Likes

User has been successfully modified

Failed to modify user

ABOUT US

  • About DZone
  • Support and feedback
  • Community research
  • Sitemap

ADVERTISE

  • Advertise with DZone

CONTRIBUTE ON DZONE

  • Article Submission Guidelines
  • Become a Contributor
  • Core Program
  • Visit the Writers' Zone

LEGAL

  • Terms of Service
  • Privacy Policy

CONTACT US

  • 3343 Perimeter Hill Drive
  • Suite 100
  • Nashville, TN 37211
  • support@dzone.com

Let's be friends: