Advanced Diploma in DS
Executive Data Science Training
Data Science Training with R
Data Science with Python
Course Details
Executive Data Science
Data analytics is the heartbeat of all top organizations in which Data Science plays an important role and it's becoming a highly paid job. Through our course certification, we will help you be a professional Data Scientist. If you're really Interested to learn Data Science course in Coimbatore, then Duratech Solutions is the Right place.- R Language
- Programming in Data Science using R
- Statistical Techniques in R Programming
- Exploratory Data Analysis in R Programming
- Machine Learning introduction in R Programming
- Data Visualization in R Programming
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- Relational Database Management
- Relational Database Management Systems in MySQL
- NoSQL Databases Introduction
- 4 Types of NoSQL DBs
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- Basics to Advanced MongoDB
- Large Data Handling in MongoDB
- Distributed Processing & Querying in MongoDB
- Replica set(Clustering) & Sharding
- Location-Based Services Using MongoDB
- MongoDB Integration with R & Python
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- Python
- Python Basics
- Functional Programming in Python
- Statistical Processing
- Data Import and Export, Transformations, Loading, Preparation
- Data Distribution & Analysis, Data Preparation for Machine Learning
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- Machine Learning
- Data Visualization
- Mini Project
- Scala Programming
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- Bigdata
- a. Hadoop
- b. Spark
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- Tableau
- Data Visualization using Tableau
- Data Visualization using QlikView
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- Integration Model
- Integration Model for SQl, NoSQL, Data Warehouse, Semi Structured & Unstrctured data with Bigdata
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- Final Project with Real time data
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- Other Supports
- Profile Building, Interview Tips & Companies to Target Mock Interview
- Internship Placement
- Job Placement, Adding to Alumni Portal, Subscription to Industry updates
- SignOff & Certification
Data Science Training with R
To get an insight of opportunities in the domain of Analytics through R Programming and the skill sets required to make the transition into this field. Register with us and join the program.- R Programming
- R Programming
- R Studio IDE setup and overview
- capabilities of R
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- R Basics
- a.Variables, Loops & Functions, Data Structures
- b.Data Import & Export (CSV, excel), Database connectivity(SQL: MySQL, NoSQL: MongoDB)
- c.JSON, HTML, XML file handling.
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- Statistical Processing
- Extract, Transformations, Loading(ETL), Data Preparation & Cleaning, Data Distribution & Analysis, Data Preparation for Machine Learning
- Web Scrapping using R
- Web Log processing using R
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- Machine Learning
- a. Regression
- Linear, Multi Linear, Polynomial, Decision Trees, Random Forrest, SVR
- b. Classification
- Logistic Regression, SVM, Kernel SVM, Decision Trees, Random Forrest, Naïve Bayes, K Nearest Neighbor,
- c. Clustering
- 1. KMeans Clustering
- 2. Dimensionality Reduction: PCA, LDA
- 3. Association Rule Mining: Apriori, ECLAT
- d. Neural Networks: Using H2O Deep Learning
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- Data Visualization
- a.Shiny
- b.ggplot
- c.Bar Plot, Histograms, Pie Charts, Contour Plot, Scatter plot, Line charts
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- Sentiment Analysis
- Exploratory Data Analysis
Data Science with Python
Python is commonly used language in variety of domains like Web programming, Internet Scripting, database , numeric and scientific programming, Gaming, Quantitative analysis, data mining, and the presentation of data to see beyond the numbers by transforming your career into Data Scientist role thus its a boon to learn Python that too from experts like us.- Python Intro
- Python Programming, IDE setup and overview of capabilities of Python
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- Python Basics
- a. Variables
- b. Loops & Functions
- c. Data Structures
- d. Data Import & Export (CSV, excel)
- e. Database connectivity(SQL: MySQL, NoSQL: MongoDB)
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- Functional Programming in Python
- Object Oriented Programming in Python
- SciPy, NumPy, Pandas
- Statistical Processing
- Extract, Transformations, Loading(ETL), Data Preparation & Cleaning, Data Distribution & Analysis, Data Preparation for Machine Learning
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- Web Framework
- a. Django
- b. Flask
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- System Automation using Python Scripting
- Natural Language processing using NLTK
- Machine Learning
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- Data Visualization
- a. Matplotlib
- b. ggplot
- c. geoplotlib
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- Web Scraping
- Exploratory Data Analysis
- Data Extraction/Import through API
- SQL
F.A.Q.
Why Data Science?
- The demand for data scientists is huge, it’s higher than the available candidates.
- Career Growth And Salaries
- Various job designations for the data science analysts
What certificate will I get?
Post the successful completion of the program, you will be awarded the Advanced Diploma in Data Science Certification, we are Knowledge partner with MapR.
Certification
On completion of the Data Science Course with Deep Neural Network, aspirants will receive an industry-endorsed Certificate of completion from Duratech Solutions.
Will you provide placements?
Our Placement Assistance team will provide you with the ideal platform to launch your career through resume building sessions, mock interviews, mentorships, interview preparation. Our team will also work towards finding you interview opportunities, as well as thoroughly prepare you prior to every interview.
Tell me in short about course content
CURRICULUM
- Data Science in R Programming
- Data Science in Python
- Visualization in Tableau, QlikView
- No SQL Integration in MongoDB
- Cloud Deployment in AWS
What are the benefits in learning with Duratech?
- Highly skilled industry expert trainers
- Mostly one and one training
- Flexible timing
- Without clearing the doubts next topic will not be started
- Exposure to advanced Data science concepts through experienced and senior Solution Architect
- Presentations with Live Examples and real project scenarios, Business use cases.
- Optionally the students can work in our application(Real-time project) based on their interest
- Internships will be offered to high performing students
- Profile Development & Placement assistance
What is the eligibility / prerequisite for learning data science?
You do not need a specific degree to become a data scientist. There are many people with Bachelor’s degrees working in this profession. You do need solid statistical training to become a proficient data scientist, we train you to get that proficiency.
Do I need to bring my own laptop?
The candidates need to bring their own laptops, the technology requirement shall be shared during the training.
Demand for Data Science Jobs
Ready to get started?
Get in touch, or to apply for Demo Class
Duratech Solutions
Duratech Solutions is incorporated in 2012 and has successfully operated in the global software development industry for 7 Years.
We are the leaders in Coimbatore offering Trainings in Bigdata and Data Science, we are the only training provider in Coimbatore offering Deep Learning, the highest level of Machine Learning & Artificial Intelligence Technology. Our students have got placed in various companies like IBM, Sonata Software, Deloitte, etc
Reach Us
320N,Arpee Complex, NSR Road, SaiBaba Colony, Coimbatore-641 011. Tamil Nadu, India
256, 2nd Floor Sathy Rd,DPK Complex,Sathy Main Road,Opp. to Perumal Kovil,Saravanampatti, Coimbatore, Tamil Nadu - 641035