UrbanPro
true

Python

LIVE
3 reviews
Ongoing

Course offered by APC Learning Solutions

81 reviews

Machine Learning with Python ( Beginner )
Chapter 1 Introduction
1. Why Machine Learning?
2. Why Python?
3. scikit-learn
4. Essential Libraries and Tools
5. Python 2 Versus Python 3
6. Versions Used in this Book
7. A First Application: Classifying Iris Species
8. Summary and Outlook

2. Chapter 2 Supervised Learning
1. Classification and Regression
2. Generalization, Overfitting, and Underfitting
3. Supervised Machine Learning Algorithms
4. Uncertainty Estimates from Classifiers
5. Summary and Outlook

3. Chapter 3 Unsupervised Learning and Preprocessing
1. Types of Unsupervised Learning
2. Challenges in Unsupervised Learning
3. Preprocessing and Scaling
4. Dimensionality Reduction, Feature Extraction, and Manifold Learning
5. Clustering
6. Summary and Outlook

4. Chapter 4 Representing Data and Engineering Features
1. Categorical Variables
2. Binning, Discretization, Linear Models, and Trees
3. Interactions and Polynomials
4. Univariate Nonlinear Transformations
5. Automatic Feature Selection
6. Utilizing Expert Knowledge
7. Summary and Outlook

5. Chapter 5 Model Evaluation and Improvement
1. Cross-Validation
2. Grid Search
3. Evaluation Metrics and Scoring
4. Summary and Outlook

6. Chapter 6 Algorithm Chains and Pipelines
1. Parameter Selection with Preprocessing
2. Building Pipelines
3. Using Pipelines in Grid Searches
4. The General Pipeline Interface
5. Grid-Searching Preprocessing Steps and Model Parameters
6. Grid-Searching Which Model To Use

7. Summary and Outlook
7. Chapter 7 Working with Text Data
1. Types of Data Represented as Strings
2. Example Application: Sentiment Analysis of Movie Reviews
3. Representing Text Data as a Bag of Words
4. Stopwords
5. Rescaling the Data with tf–idf
6. Investigating Model Coefficients
7. Bag-of-Words with More Than One Word (n-Grams)
8. Advanced Tokenization, Stemming, and Lemmatization
9. Topic Modeling and Document Clustering
10.Summary and Outlook

8. Chapter 8 Wrapping Up
1. Approaching a Machine Learning Problem
2. From Prototype to Production
3. Testing Production Systems
4. Building Your Own Estimator
5. Where to Go from Here
6. Conclusion

Gallery (41)

+34 more

About the Trainer

4.6 Avg Rating

81 Reviews

172 Students

22 Courses

The trainer is a working professional having 15years of work experience in cyber security and has delivered more than 60 batches till now and also himself is certified for CEH, ECSA, CHFI, LPT and CISSP. He provides complete practical training with live examples, we have received excellent feedback so far and our students have always referred us and preferred us for further certifications.Most of the students have done ECSA right immediately after completing the CEH training as they were so content with the training. Training we can assure that you will get the best industry standard quality training and also the flexibility of timings

Students also enrolled in these courses

LIVE
44 reviews
2 Hours

Course offered by Sreedhar Reddy

126 reviews
LIVE
10 reviews

Course offered by Purushotham

23 reviews
LIVE
1 review
48 Hours

Course offered by Tech360hub Faculty

2 reviews

Reviews (3)

5 out of 5 3 reviews

APC Learning Solutions https://www.urbanpro.com/assets/new-ui/institute-100X100.png M G Road 1
5.0053
APC Learning Solutions
H

Python Training

"The best institute. Make me Zero to Hero. I got placed in IBM. Help me to build a successful career and even they are beside me. Very much supportive. Thank you Hackers University APC for teaching me well "

APC Learning Solutions
S

Python

"One of the best institutes in bengaluru, I have learned basic python, which has helped me a lot. Not to say that our faculty taught us in such a simple way, thank you very much. "

APC Learning Solutions
S

Python Training

"The training for python was very nice complete practical's trainer is very knowledgeable and very friendly answered all our doubts. "

View All
Have you attended any class with Tech360hub Software Solution?

Tutor has not setup batch timings yet. Book a Demo to talk to the Tutor.

Different batches available for this Course

5 out of 5 3 reviews

APC Learning Solutions https://www.urbanpro.com/assets/new-ui/institute-100X100.png M G Road 1
5.0053
APC Learning Solutions
H

Python Training

"The best institute. Make me Zero to Hero. I got placed in IBM. Help me to build a successful career and even they are beside me. Very much supportive. Thank you Hackers University APC for teaching me well "

APC Learning Solutions
S

Python

"One of the best institutes in bengaluru, I have learned basic python, which has helped me a lot. Not to say that our faculty taught us in such a simple way, thank you very much. "

APC Learning Solutions
S

Python Training

"The training for python was very nice complete practical's trainer is very knowledgeable and very friendly answered all our doubts. "

Have you attended any class with Tech360hub Software Solution?

Reply to 's review

Enter your reply*

1500/1500

Please enter your reply

Your reply should contain a minimum of 10 characters

Your reply has been successfully submitted.

Certified

The Certified badge indicates that the Tutor has received good amount of positive feedback from Students.

Different batches available for this Course

tickYou have successfully registered

Python by APC Learning Solutions

Shankar picture
LIVE
(3 reviews)

Class
starts in

01

Hour

01

Min

01

Sec

Select One

Register Now

Do you want to Register for this Free class?

Yes, Register No, not right now

Tell us a little more about yourself

Python by APC Learning Solutions

Shankar picture
LIVE
(3 reviews)

Class
starts in

01

Hour

01

Min

01

Sec

Please enter Student name

Please enter your email address.

Please enter phone number.

Verify Your Mobile Number

Please verify your Mobile Number to book this free class.

Update

Please enter 10 digit phone number.

Please enter your phone number.

Please Enter a valid Mobile Number

This number is already in use.

Resend

Please enter OTP.

Or, give a missed call and get your number verified

080-66-0844-42

This website uses cookies

We use cookies to improve user experience. Choose what cookies you allow us to use. You can read more about our Cookie Policy in our Privacy Policy

Accept All
Decline All

UrbanPro.com is India's largest network of most trusted tutors and institutes. Over 55 lakh students rely on UrbanPro.com, to fulfill their learning requirements across 1,000+ categories. Using UrbanPro.com, parents, and students can compare multiple Tutors and Institutes and choose the one that best suits their requirements. More than 7.5 lakh verified Tutors and Institutes are helping millions of students every day and growing their tutoring business on UrbanPro.com. Whether you are looking for a tutor to learn mathematics, a German language trainer to brush up your German language skills or an institute to upgrade your IT skills, we have got the best selection of Tutors and Training Institutes for you. Read more