Machine Learning for developers in Python

 [PAID MEETUP/WORKSHOP]

 Time : 9 AM to 6 PM

 Date : 26th and 27th, Saturday and Sunday

 Seats available – 10

 Course Fees – Rs. 4999 per person

Syllabus Overview

 • Machine leaning using python

 • 1 Month internship with industry project

What will you learn?

The workshop is meant to provide you with a solid base to build your machine learning skills. In particular, you will learn to:

-Recognize problems that can be solved with Machine Learning
-Select the right technique (is it a classification problem? a regression? needs preprocessing?)
-Load and manipulate data with Pandas
-Visualize and explore data with Matplotlib
-Build regression, classification and clustering models with Scikit-Learn
-Evaluate model performance with Scikit-Learn
-Build, train and serve a predictive model using Python

Workshop day wise Plan

 Day 1: Machine learning using Python

 Module 1: Theoretical Foundation of Machine Learning

• Overview of Machine Learning

• Supervised Learning, Unsupervised Learning

• Classification, Clustering & Regression

• Phases of ML Project

• Data Collection

• Data Preprocessing

• Data Visualization

• Data Preprocessing

• Model Creation

• Evaluation and Fine Tuning

Module 2: Data Collection

• BeautifulSoup & Scrappy for web collection

• Twitter, linkedin, facebook api’s for data collection

Module 3: Data Visualization / EDA

• Using matplotlib & Seaborn for Data visualization for inference

• Correlation doesn’t mean causation

Day 2: Machine learning using Python Cont.

Module 4: Data Preprocessing

• Using Pandas for Data Preprocessing, Cleaning dataset, filling missing values

• Feature engineering

Module 5: Model Creation

• Choosing features for ml model using scikit-learn

• Model creation & evaluation

• Fine Tuning the model

Module 6: Accuracy & Fine Tuning

• Checking model accuracy

• Accuracy parameters

• Cross validation

• Advanced ml techniques

• PCA/LDA

• Regularization

• Bagging, Boosting

Seats are limited. So pre-book your seat by paying online fees or meet us at our office. For any queries call on 8446065656

Course fee - Rs. 4999/- per person for 2 days workshop

**Please carry your laptops for practice purpose**