Courses
E-Learning
17June
Post Graduate Program in Data Science
$1999.00 $1499.00
Careerera (WS101932)
80 Hours(Total)
E-learning
Curriculum
- Sl. No.
- Chapter
- Chapter - 1
- Getting Started With Python
- Chapter - 2
- Python for Data Science(NumPy, Pandas , Matplotlib , Seaborn )
- Chapter - 3
- Exploratory Data Analysis
- Chapter - 4
- Data Analysis Using SQL
- Chapter - 5
- Statistics
- Chapter - 6
- Hypothesis Testing
- Chapter - 7
- Machine Learning - Supervised Learning (Regression)
- Chapter - 8
- Logistic Regression
- Chapter - 9
- Decision Trees
- Chapter - 10
- Classification Techniques-CART
- Chapter - 11
- Support Vector Machine(SVM)
- Chapter - 12
- Unsupervised Learning : Clustering
- Chapter - 13
- Principal Component Analysis (PCA)
- Chapter - 14
- Ensemble Modelling
- Chapter - 15
- Time Series Analysis
- Chapter - 16
- BI Tools:- Tableau Basics
- Chapter - 17
- Natural Language Processing
- Chapter - 18
- Text Mining And Sentimental Analysis
- Chapter - 19
- Reinforcement Learning
- Chapter - 20
- AI & Deep Learning - Introduction
- Chapter - 21
- Advance Deep Learning & Computer Vision
- Chapter - 22
- BI Tools:- Google Data Studio
- Chapter - 23
- BI Tools: PowerBI
- Chapter - 24
- Getting Started with R
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