24 Weeks

Live Training

10+

Guided Projects

180 Days

Cloud Lab Access

Placement

Assistance

CloudxLab

Certificate

Course Overview

Home All Courses Certification Course in Machine Learning by CloudxLab

Certification Course in Machine Learning by CloudxLab

This Machine Learning Certification Program is a online instructor-Led course. This course covers some of the most trending and latest technologies in the market like Tensorflow 2.0, Generative Adversarial Networks (GANs) etc. The cutting edge content provided through this course will help you launch a career in the field of Machine Learning Additionally, this course comes with our cloud lab access to gain the much needed hands-on experience to solve the real-world problems

Upon successfully completing the course, you will get the certificate from CloudxLab which you can use for progressing in your career and finding better opportunities

(4.75K) 75K+ Learners
8+ Projects 100 Days Cloud Lab Access
Estimated 11.5M new Data Science jobs(US)
Avg. Salary of over $84000 in Data Science roles
High demands in Tech, Finance, E-Commerce, Healthcare
Highly transferable mainstream skills

Program Highlights

Key Highlights

24+ Weeks of Live Instructor Led Learning
10+ Projects
Placement Assistance
180 Days of Lab Access
10+ Tools Covered
Doubt Clearing all weekdays
Email & Discussion Forum Support
Lifetime Access to Course Material
Certificate From CloudxLab
Hands-on Practice in Cloud Labs

Book Counselling Session

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Next Batch Starting on 31st Oct 2024

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What is the certificate like?

Python For AI Program By CloudxLab

  • About Cloudxlab

    Cloudxlab is a team of developers, researchers, and educators who build innovative products and create enriching learning experiences for users. Cloudxlab upskills engineers in deep tech to make them employable & future-ready.

    Our courses and certifications are well recognized in the industry. With our expert instructors, excellent course content, real-time projects from the industry, and versatile gamified learning environment, we aim to give you the best in technology education and propel your career

  • Get This Certificate

Hands-on Learning

hands-on lab
  • Gamified Learning Platform
    Making learning fun and sustainable

  • Auto-assessment Tests
    Learn by writing code and executing it on lab

  • No Installation Required
    Lab comes pre-installed softwares and accessible everywhere

  • Accessibility
    Access the lab anywhere, anytime with an internet connection

Mentors / Faculty

Instructor Sandeep Giri

Sandeep Giri

Founder at CloudxLab

Past: Amazon, InMobi, D.E.Shaw

Instructor Praveen

Praveen Pavithran

Co-Founder at Yatis

Past: YourCabs, Cypress Semiconductor

Instructor Jatin Shah

Sandeep Akode

Senior Software Engineer at CloudxLab

IIT Kanpur

Instructor Sachin Giri

Sachin Giri

Software Engineer at CloudxLab

Instructor Shubh Tripathi

Shubh Tripathi

ML Engineer at ClodudxLab

Instructor Gajender Singh

Gajender Singh

Instructor at CloudxLab

Curriculum

Python for Machine Learning

1. Programming Tools and Foundational Concepts
1 Introduction to Linux
2. Python Foundations
3. Hands-on using Jupyter on CloudxLab
4. Overview of Linear Algebra
5. Introduction to NumPy and Pandas

Course on Machine Learning

1. Introduction to Statistics
1. Statistical Inference
2. Probability Distribution
3. Normality
4. Measures of Central Tendencies
5. Normal Distribution
2. Machine Learning Applications and Landscape
1. Introduction to Machine Learning
2. Machine Learning Application
3. Introduction to AI
4. Different types of Machine Learning - Supervised, Unsupervised
3. Building End-To-End Machine Learning Project
1. Machine Learning Projects Checklist
2. Get the data
3. Launch, monitor, and maintain the system
4. Explore the data to gain insights
5. Prepare the data for Machine Learning algorithms
6. Explore many different models and short-list the best ones
7. Fine-tune model
4. Classifications
1. Training a Binary classification
2. Multiclass,Multilabel and Multioutput Classification
3. Performance Measures
4. Confusion Matrix
5. Precision and Recall
6. Precision/Recall Tradeoff
7. The ROC Curve
5. Training Models
1. Linear Regression
2. Gradient Descent
3. Polynomial Regression
4. Learning Curves
5. Regularized Linear Models
6. Logistic Regression
6. Support Vector Machines
1. Linear SVM Classification
2. Nonlinear SVM Classification
3. SVM Regression
7. Decision Trees
1. Training and Visualizing a Decision Tree
2. Making Predictions
3. Estimating Class Probabilities
4. The CART Training Algorithm
5. Gini Impurity or Entropy
6. Regularization Hyperparameters
7. Instability
8. Ensemble Learning and Random Forests
1. Voting Classifiers
2. Bagging and Pasting
3. Random Patches and Random Subspaces
4. Random Forests
5. Boosting and Stacking
9. Dimensionality Reduction
1. The Curse of Dimensionality
2. Main Approaches for Dimensionality Reduction
3. PCA
4. Kernel PCA
5. LLE
6. Other Dimensionality Reduction Techniques
10. Unsupervised Learning
1. What is Unsupervised Learning
2. Uses of Unsupervised Learning
3. Clustering
24+
Weeks of Online Live Classes
180
Days of Lab Access
10+
Projects
75K+
Learners
Download Curriculum

Projects

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Starting at  122/month

VIEW ALL EMI PLANS

Program Fee: 1,199

Batch 2

(09 Sept 2023)

Admission Closed

Batch 3

(31st Oct 2024)

Enroll Now

Placement Assistance

By CloudxLab

Placement Eligibility Test

Placement Eligibility Test

We have around 300+ recruitment partners who will be interviewing you based on your performances in PET

Dedicated Job Portal

Dedicated Job Portal

Opportunities from companies who approach us asking for our learner profiles will be posted on our job portal to providevisibility to your profile

Career Guidance Webinars

Career Guidance Webinars

Career Guidance Webinars from seasoned industry experts

Testimonials

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