i3indya™ Technologies presents Practical Training on Machine Learning via VIDEO LECTURE's .
i3indya Technologies presents complete hands on training in Machine Learning (Using Python). This course is designed to clear your concepts in machine learning using complete practical approach. You will develop various interesting & innovative projects during this course.
Machine Learning (Video Lectures)
45 Hrs
INR 5600/-
Certificate from i3indya Technologies
10 Practicals & 5 Projects
| Module | Topics | Duration (HH:MM:SS) |
|---|---|---|
|
1 |
Introduction to Machine Learning (Sample Video) |
00:29:00 |
|
2 |
Python for data analysis |
|
|
2.1 |
Numpy (Part-1) |
00:16:00 |
|
2.2 |
Numpy (Part-2) |
00:33:00 |
|
2.3 |
Pandas |
00:35:00 |
|
3 |
Python for data visualization |
|
|
3.1 |
Matplotlib (Part-1) |
00:25:00 |
|
3.2 |
Matplotlib (Part-2) |
00:14:00 |
|
4 |
Probability and Statistics |
|
|
5 |
Hypothesis testing |
|
|
6 |
Optimization |
|
|
7 |
Linear Regression |
|
|
7.1 |
Linear Regression (Part-1) |
00:11:00 |
|
7.2 |
Linear Regression (Part-2) |
00:27:00 |
|
8 |
K Nearest Neighbors |
|
|
8.1 |
Introduction to Supervised Learning |
00:14:00 |
|
8.2 |
K Nearest Neighbors |
00:22:00 |
|
9 |
Comparing different classification models |
|
|
9.1 |
Comparing classification models (Part-1) |
00:12:00 |
|
9.2 |
Comparing classification models (Part-2) |
00:24:00 |
|
9.3 |
Comparing classification models (Part-3) |
00:33:00 |
|
10 |
K means Clustering |
|
|
10.1 |
K-means clustering |
00:12:00 |
|
11 |
Unsupervised Learning |
|
|
11.1 |
Apriori Algorithm (Part-1) |
00:19:00 |
|
11.2 |
Apriori Algorithm (Part-2) |
00:24:00 |
|
12 |
Natural Language Processing |
|
|
13 |
Big Data and Spark with Python |
|
|
14 |
Neural Nets and Deep Learning |
Basic knowledge of Python Programming
Basics of Machine Learning Algorithms
College students seeking career in Machine Learning
Person having interest in Pythong and ML.
Computer Science and Information Technology students.
Students from any branch can attend the training program.