Master Data Science with R & Python

Course Content

Coding will be on R & Python

Module 1 : Basic of R & Python               Duration : 10 Hrs

1. Why R & Python ?
2. R & Python Installation
3. Basics of R & Python
4. Package Installation / Libraries
5. Operators in R
6. Data Types in R & Python
7. Importing Data in R & Python
8. Plots in R & Python
9. Descriptive Statistics

Module 1 : Basic Statistics                        Duration : 10 Hrs

1. Introduction to Data Science.
2. Data Types.
3. Central Tendency.
4. Probability.
5. Normal Distribution & Standardization.
6. Sampling Theory.
7. Assignments

Module 2 : Adv. Statistics                                       Duration : 10 Hrs

1. Z-Distribution & T- Distribution.
2. Hypothesis Testing.
3. Correlation Analysis.
4. Regression Types.
5. Assignments

Module 3 : Data Mining (Supervised)     Duration : 10 Hrs

1. Linear Regression.
2. Logistic Regression.
3. Decision Tree.
4. Random Forest.
5. K- Nearest Neighbor.
6. Naïve Bayes.
7. Assignments.

Module 4 : Data Mining (Unsupervised) Duration : 10 Hrs

1. Hierarchical Clustering.
2. K-means Clustering.
3. Dimension Reduction.
4. Random Forest.
5. Market Basket Analysis.
6. Assignments.

Module 5 : Timeseries / Forecasting       Duration : 10 Hrs

1. What is Forecasting?
2. Why Forecasting ?
3. Forecasting Strategies ?
4. Plots.
5. Partitioning.
6. Model Building.
7. Evaluating.

Module 6 : Project Work

1. One Supervised Learning Project
2. One Unsupervised Learning Project
3. Dimension Reduction and Regression Project.

100% Placement Assistance with guaranteed  internships in Data Science & Big Data

Data science consultant with top notch companies and currently associated with an MNC.

Learn the art of Data Science with R and Python with real-time experience examples so that you can learn by doing hands on.

Statistics is the base for Data science we teach you from root grass level so that you can learn from us and start working from the first day of your job.

Our students got already placed in MNC's like Flipkart, Amazon, Samsung, Google, and many more as Data Scientist.