Machine Learning/Artificial Intelligence

The demand for Machine Learning experts is immensely rising all around the world. Right from IT, Finance, and Commerce, every industry commercializes Machine Learning for better results. It is a field of Artificial Intelligence and Computer Science. It involves developing software and algorithms that help in making predictions from data.

Machine learning is the key to intelligent systems design and data analysis in Science and Technology. It is a human-made intelligence (AI) application that permits systems to learn and improve from experience without the help of explicit programming.

Thus, all these factors have made it imperative to enroll in the Machine Learning course in Pune as it covers basic and advanced techniques.

Who Should Attend:
 

• Aspirants who wish to gain knowledge about Machine Learning.
• Professionals who wish to cater to business problems using Machine Learning algorithms.
• Economists or researchers.
• Software or Data Engineers keen on learning quantitative analysis.

Syllabus Machine Learning/Artificial Intelligence:

• Introduction to Data Science for Python
• Data Science Environment Setup with Python
• Python Data Cleansing by Pandas &Numpy
• Python Data File Formats – How to Read CSV, JSON, and XLS Files
• Statistics – p-Value, Correlation, T-test, KS Test
• Descriptive Statistics – Measuring Central Tendency & Variability
• Probability Distributions – Normal, Binomial, Poisson, Bernoulli
• Anaconda Tutorial
• Matplotlib Tutorial
• Create Scatter Plot &BoxPlot (Using Matplotlib)
• Charts – Bubble, 3D Charts with Properties of Chart
• Heatmap& Word Cloud
• Histogram | Bar Plot (Matplotlib&Seaborn)
• Importance of ML
• Data Preprocessing, Analysis & Visualization