Program Fees: | $200.00 |
Discount Price: | $160.00 |
You save: | $40.00 (20%) |
Learning Objectives:
Get an idea of what data science really is.Get acquainted with various analysis and visualization tools used in data science.
Topics Covered:
- What is Data Science?
- Analytics Landscape
- Life Cycle of a Data Science Project
- Data Science Tools & Technologies
Topics Covered:
- Python Basics
- Data Structures in Python
- Control & Loop Statements in Python
- Functions & Classes in Python
- Working with Data
- Analyze Data using Pandas
- Visualize Data
- Case Study
Topics Covered:
- Measures of Central Tendency
- Measures of Dispersion
- Descriptive Statistics
- Probability Basics
- Marginal Probability
- Bayes Theorem
- Probability Distributions
- Hypothesis Testing
Topics Covered:
- ANOVA
- Linear Regression (OLS)
- Case Study: Linear Regression
- Principal Component Analysis
- Factor Analysis
- Case Study: PCA/FA
Topics Covered:
- Logistic Regression
- Case Study: Logistic Regression
- K-Nearest Neighbor Algorithm
- Case Study: K-Nearest Neighbor Algorithm
- Decision Tree
- Case Study: Decision Tree
Topics Covered:
- Understand Time Series Data
- Visualizing Time Series Components
- Exponential Smoothing
- Holt's Model
- Holt-Winter's Model
- ARIMA
- Case Study: Time Series Modeling on Stock Price
TuneTM offers advanced Data Science interview questions and answers along with Data Science resume samples.
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What is I miss one (or) more class?
No worries. It might happen. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. And if required you can even attend that topic if any other live batches.
- Do I get any discount on the course?
- Who is my instructor?
- What is the qualification of the trainer?
- Who will provide the environment to execute the Practicals ?
- What are the modes of training offered for this course?
- Can I attend a demo session?
- What are the payment options?
- How TuneTM’s Refund Policy works?
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