Data Science With Python And R

by Infoem Solution Claim Listing

Data Science with Python and R course is offered by Infoem Solution. Infoem Solutions, your trusted partner in IT education and professional development in Namakkal and beyond. With over a decade of experience, we specialize in comprehensive software training.

Price : Enquire Now

Contact the Institutes

Fill this form

Advertisement

Infoem Solution Logo

img Duration

Please Enquire

Course Details

Data Science with Python and R course is offered by Infoem Solution. Infoem Solutions, your trusted partner in IT education and professional development in Namakkal and beyond. With over a decade of experience, we specialize in comprehensive software training, app and website development, internships, and college projects.

 

Content:

  • 1. Introduction to Data Science
  • Overview of Data Science
  • Roles and Responsibilities of a Data Scientist
  • Tools and Technologies Used in Data Science
  • 2. Data Handling and Manipulation
  • Python
  • Introduction to Python for Data Science
  • Data Structures in Python (Lists, Dictionaries, Tuples, Sets)
  • Data Manipulation with Pandas
  • Data Cleaning and Preparation
  • Data Visualization with Matplotlib and Seaborn
  • R
  • Introduction to R for Data Science
  • Data Structures in R (Vectors, Matrices, Data Frames)
  • Data Manipulation with dplyr and tidyr
  • Data Cleaning and Preparation in R
  • Data Visualization with ggplot2
  • 3. Statistical Analysis and Modeling
  • Descriptive Statistics
  • Measures of Central Tendency
  • Measures of Dispersion
  • Correlation and Covariance
  • Inferential Statistics
  • Hypothesis Testing
  • Confidence Intervals
  • ANOVA and Chi-Square Tests
  • Regression Analysis
  • Simple Linear Regression
  • Multiple Linear Regression
  • Logistic Regression
  • Time Series Analysis
  • Time Series Decomposition
  • ARIMA Modeling
  • Forecasting Techniques
  • 4. Machine Learning
  • Python
  • Supervised Learning Algorithms (Linear Regression, Decision Trees, Random Forests)
  • Unsupervised Learning Algorithms (K-Means, PCA)
  • Model Evaluation and Tuning with Scikit-Learn
  • R
  • Supervised Learning Algorithms (Linear Regression, Decision Trees, Random Forests)
  • Unsupervised Learning Algorithms (K-Means, PCA)
  • Model Evaluation and Tuning in R
  • 5. Data Science Project Lifecycle
  • Problem Definition and Data Collection
  • Data Exploration and Visualization
  • Feature Engineering
  • Model Building and Evaluation
  • Model Deployment
  • 6. Big Data and Cloud Computing
  • Introduction to Big Data and Hadoop
  • Data Processing with Spark
  • Cloud Computing Basics (AWS, Google Cloud, Azure)
  • Data Science on Cloud Platforms
  • 7. Project Work
  • End-to-End Data Science Project with Python
  • End-to-End Data Science Project with R
  • Model Deployment and Monitoring
  • 8. Soft Skills and Interview Preparation
  • Problem-Solving Techniques
  • System Design Concepts
  • Coding Practice with Data Structures and Algorithms
  • Mock Interviews and Resume Building
  • 9. Optional Topics
  • Deep Learning with TensorFlow and Keras
  • Natural Language Processing (NLP)
  • Reinforcement Learning
  • Data Ethics and Privacy
  • Salem Branch

    2nd Floor, Lmr shopping arcade, Salem

Check out more R Programming courses in India

Soft Q Computer Education Logo

R Programming

R Programming course is offered by Soft Q Computer Education. Soft Q was founded by Software Professionals to give the best to the student community, aspiring to make it big in IT industry.

by Soft Q Computer Education [Claim Listing ]
Imagecon India Logo

Machine Learning Using R

Machine Learning using R course is offered by Imagecon India. We at Imagecon India have vision to make skilled India, So we have started training division to contribute India’s vision. We have a peerless engagement model that seeks to balance student needs with industries requirements.

by Imagecon India [Claim Listing ]
  • Price
  • Start Date
  • Duration
Digi Manthan Logo

R Programming

R is a programming language that has a broad inventory of factual and graphical techniques. R-Programming training course in Delhi incorporates AI calculations, direct relapse, time arrangement, and factual derivation with give some examples.

by Digi Manthan [Claim Listing ]
IT Training Institute Logo

R Programming

R Programming training is offered by IT Training Institute. Enhance your skills, develop confidence, practice real-time problems and become an outstanding professional and that too in a very cost-effective way.

by IT Training Institute [Claim Listing ]
  • Price
  • Start Date
  • Duration
Novel Infotech Logo

R Programming

R Programming course is offered by Novel Infotech. Our mission is quality training with an affordable fee structure. Our uniquely designed curriculum makes our students employable and future-ready.

by Novel Infotech [Claim Listing ]

© 2024 coursetakers.com All Rights Reserved. Terms and Conditions of use | Privacy Policy