Data Sciences (with Python)

DATA SCIENCES (with PYTHON) TRAINING

This course offers in-depth knowledge of most powerful data analysis toolkit available today.

Pre-Requisite

There is no previous knowledge required for this course.

Course Contents

Week 1:

• Basic Python for Beginners
• Lists
• Sets
• Tuples
• Dictionaries
• For / While Loops
• Functions
• Classes / Objects
• Intermediate python [Lists, Tuples, Dictionaries]
• 3 Advances Assignments

Week 2:

• Numpy, Numpy Operations [Beginner to Advance]
• Pandas Series: Create Series objects from python List & Dictionaries & Other Series Operations
• Pandas DataFrame:
• Pandas operations [Basic to Advance]
• Sorting
• Filtering
• Grouping
• Aggregating
• Pivoting
• Deleting
• Merging
• Visualizing
• 3/4 Advances Assignments

Week 3:

• Machine learning Algorithms:
* Decision trees / Random forests
* Liner regression
* Logistic regression etc.
* Recommendation System
* Data Analytic Project
• Neural Networks
• 3 Advances Assignments
• Advance Project Discussion (Deep Neural Networks)

Week 4:

• Advanced Neural Networks:
* RNNs
* LSTM
* CNNs
• Build Advance industry Level Project

Schedule

Visit Schedule Page to see detailed schedule and fee of this course.

Contact

Address: ICEPT, Plot 5, Khayaban-e-Johar, Sector H-9, Islamabad, Pakistan
Phone: 0331-44-42378 (ICEPT)
Email: info@iceptonline.com

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