Saturday October 14th, 2017 to
Sunday October 15th, 2017,
9:00 AM to 6:00 PM
Zaplon Tech Solutions Pvt Ltd
A-4 Veerdhaval society, Lokmanya colony Paud Road, Kothrud,
• Machine leaning using python
• 1 Month internship with industry project
What will you learn in this Machine Learning course?
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
• 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 - 4999 per person
**Please carry your laptops for practice purpose**
For more details visit : http://www.zaplontech.com/training/courses-schedule-by-zaplon-tech/
• A convenience fee may be levied.
• Passes cannot be exchanged or refunded.
• Please be at the venue at least 20 minutes before the event to pick up your passes.
• Eventjini enables a transaction between you and the organizers of this event.
• Once a transaction is completed, Eventjini or Eventus Software which owns Eventjini, is not liable to process any refunds under any circumstances.
• For any refunds, grievances, claims and questions related to the event and its execution please contact the event organizer.