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vydhra
Professional-Friendly ML CourseLive

ML Job Ready Bootcamp

8-Week Intensive Machine Learning Journey

A comprehensive, job-focused bootcamp designed to take you from foundational statistics to advanced deep learning. Build a professional portfolio and get ready for the AI job market.

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Certificate included
Professional friendly
Practical learning
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Course Content

01

Intro to Machine Learning & Statistics

Week 1

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Topics Covered

play_circleWhat is ML? Types and Real-world applications
play_circleDescriptive Statistics: Mean, Median, Mode, Std Dev
play_circleProbability Basics & Inferential Statistics
02

Python for Data Science

Week 2

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Topics Covered

play_circleNumPy for numerical operations
play_circlePandas for data manipulation & Series/DataFrames
play_circleMatplotlib & Seaborn for data visualization
03

Data Preprocessing & Cleaning

Week 3

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Topics Covered

play_circleHandling missing values & outliers
play_circleFeature scaling (Standardization/Normalization)
play_circleEncoding categorical variables
04

Supervised Learning (Regression)

Week 4

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Topics Covered

play_circleLinear Regression & Multi-Linear Regression
play_circleCost functions, Gradient Descent, & MSE/R2-score
play_circleRegularization (Lasso/Ridge regression)
05

Supervised Learning (Classification)

Week 5

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Topics Covered

play_circleLogistic Regression & Decision Trees
play_circleRandom Forest & Support Vector Machines (SVM)
play_circleConfusion matrix, Precision, Recall, & F1-score
06

Unsupervised Learning

Week 6

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Topics Covered

play_circleClustering (K-Means & Hierarchical)
play_circleDimensionality Reduction (PCA basics)
play_circleAssociation Rule Learning
07

Deep Learning Fundamentals

Week 7

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Topics Covered

play_circleNeural networks, layers, and activation functions
play_circleTensorFlow/Keras introduction
play_circleWhen to use Deep Learning vs Traditional ML
08

Capstone & Job Readiness

Week 8

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Topics Covered

play_circleEnd-to-end ML project workflow
play_circleModel evaluation & deployment basics
play_circleGitHub portfolio polish & Interview prep
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Practical Learning

No dry theory. We build real projects from scratch.

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Lifetime Updates

The course is constantly updated as soon as new features appear.

Benefits

Why This Course Stands Out

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8-week intensive bootcamp from scratch

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Focus on job readiness and real-world ML workflows

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Hands-on portfolio building

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Live interactive classes with industry experts

verifiedHigh Quality Content
scheduleSelf-Paced Learning
groupCommunity Support

Prerequisites

  • check_circleBasic Python knowledge
  • check_circleUnderstanding of basic math/algebra
  • check_circleA laptop and stable internet

Projects You Will Build

Predictive Sales Model

Build a regression model to predict future sales trends.

Customer Segmentation

Use clustering to group customers based on behavior.

Image Classifier

Develop a deep learning model for visual recognition.

Tools You Will Master

Scikit-Learn
TensorFlow
Pandas
GitHub
Testimonials

What others say

SVEN

I can't emphasize enough how valuable this course is. Learning Python through this course completely shifted my professional focus.

SVEN

SOFTWARE ENGINEER

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