Best Data Science Training in Bangalore
Our Training program enables you to gain knowledge on Data Science Training. Our industry expert trainers will guide you through the fundamentals of Data Science Training. All these skills will prepare you to pass the Data Science Training certification exams.
|Course Duration||30 hrs|
|LMS Access||365 Days|
|Training Format||Live Online / Self-Paced / Classroom|
The Instructor for this course is from one of the Big5 Companies in the world.
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Data Science Training Course Content
- What is Data Science?
- What does Data Science involve?
- The era of Data Science
- Business Intelligence vs Data Science
- Life-cycle of Data Science
- Tools of Data Science
- Introduction to Big Data and Hadoop
- Introduction to R
- Introduction to Spark
- Introduction to Machine Learning
- What is Statistical Inference?
- Terminologies of Statistics
- Measures of Centers
- Measures of Spread
- Normal Distribution
- Binary Distribution.
- Data Analysis Pipeline
- What is Data Extraction
- Types of Data
- Raw and Processed Data
- Data Wrangling
- Exploratory Data Analysis
- Visualization of Data.
- What is Machine Learning?
- Machine Learning Use-Cases
- Machine Learning Process Flow
- Machine Learning Categories
- Supervised Learning algorithm: Linear Regression and Logistic Regression.
- What are the classification and its use cases?
- What is Decision Tree?
- Algorithm for Decision Tree Induction
- Creating a Perfect Decision Tree
- Confusion Matrix
- What is Random Forest?
- What is Navies Bayes?
- Support Vector Machine: Classification.
- Determine the Probability Compare the Probability and Make Decision
- One Sample T-Test Two Independent Samples Tests
- Paired T-test, Proportional Test
- Non-Parametric One-Sample Test
- Chi-Square, Test Z Test, F Test.
- What is Clustering & its use cases
- What is K-means Clustering?
- What is the C-means Clustering?
- What is the Canopy Clustering?
- What is Hierarchical Clustering?
- What is Association Rules & its use cases?
- What is Recommendation Engine & it’s working?
- Types of Recommendations
- User-Based Recommendation
- Item-Based Recommendation
- Difference: User-Based and Item-Based Recommendation
- Recommendation use cases.
- The concepts of text-mining
- Use cases
- Text Mining Algorithms
- Quantifying text
- Beyond TF-IDF.
- What is Time Series data?
- Time Series variables
- Different components of Time Series data
- Visualize the data to identify Time Series Components
- Implement the ARIMA model for forecasting
- Exponential smoothing models
- Identifying different time series scenario based on which different Exponential Smoothing model can be applied
- Implement the respective ETS model for forecasting.
Data Science Training FAQ
Yes, we offer self paced training
We offer three different modes of training. Instructor Led Live Training, Self Paced Training and Corporate Training
Yes we offer discounts for group of 3 plus people.
Yes we are the only company where we work with students and offer flexible timings which fits your schedule
All our instructors are from MNC companies who have real time experience of more than 10 years.
Yes we offer a free demo session with the instructors. The trainer will answer all your queries and share the course agenda.
Data Science Training Course Schedule
Here are the Data Science Training Classes in Bangalore Schedules. Let us know if this schedule doesn't match your requirements. We will try to arrange a demo based on your interest.