Factual AI

The duration of the course is one month. The institute gives broad exposure to key concepts and tools from Python such as Pandas, NumPy, Scikit Learn, Matplotlib, Seaborn and Machine Learning. 

Course Details

Course Contents

• Python Fundamentals
• SQL Fundamentals
• Python for Data Science
• Exploratory Data Analysis,Descriptive Statistics
• Data Visualisation using Python
• Inferential Statistics & Hypothesis Testing
• Supervised Learning Algorithms - Regression & Classification
• Linear& Logistic Regression
• Unsupervised Learning Algorithms - Clustering & PCA
• Advanced Regression Models & Regularization
• Support Vector Machines
• K-Nearest Neighbors
• Decision Trees,Random Forest & Ensembles
• Recommendation Systems
• Model Deployment using Flask and Heroku
• Capstone Project