I have explored the growing demand for Machine Learning roles across product-based companies like Prada Group, AT&T, Virgin Australia, Burberry, Michelin, Santander, Siemens, Toyota Motor Corporation, Warner Bros. Discovery Walgreens etc, and found that expertise in tools like Databricks AutoML, MLflow, Feature Store, and the Databricks Machine Learning environment—including clusters, Jobs, Repos, and Runtime for ML—is increasingly valued for building scalable ML solutions and managing the end-to-end ML lifecycle.

 

Databricks Certified Machine Learning has emerged as one of the most in-demand roles today.

Based on this trend, I’ve created a structured 25-day roadmap to help you become an Databricks Certified Machine Learning Engineer.

 

• •⁠ Day 0 Basic Set and Compute Resource
• •⁠ Day 1 AutoML Regression Databricks UI
• •⁠ Day 2 AutoML Regression Databricks Python API
• •⁠ Day 3 AutoML Classification using UI
• •⁠ Day 4 AutoML Classification using Python API
• •⁠ Day 5 AutoML Forecasting Databricks UI
• •⁠ Day 6 AutoML Forecasting Python API
• •⁠ Day 7 Feature Store
• •⁠ Day 8 MLflow Logging API
• •⁠ Day 9 Machine Learning End-to-End Example
• •⁠ Day 10 MLflow Model Registry Example
• •⁠ Day 11 Exploratory Data Analysis
• •⁠ Day 12 Feature Engineering
• •⁠ Day 13 Parallelize Hyperparameter Tuning with Automated MLflow
• •⁠ Day 14 Model Selection with Hyperopt & MLflow
• •⁠ Day 15 Tuning Distributed Training Algorithms with Hyperopt & Apache Spark MLlib
• •⁠ Day 16 Automated MLflow Tracking and Cross-Validation
• •⁠ Day 17 Spark ML Modeling APIs - Binary Classification
• •⁠ Day 18 GenAI
• •⁠ Day 19 GenAI AI Foundry
• •⁠ Day 20 RAG Chatbot
• •⁠ Day 21 Introduction to Agents
• •⁠ Day 22 ⁠ATS compliant resume
• •⁠ ⁠Day 23 Interview preparation
• •⁠ ⁠Day 24 LinkedIn profile update
• •⁠ ⁠Day 25 Naukri profile update

 

If you're aiming to start a career in Databricks Certified Machine Learning, then...

𝗝𝗼𝗶𝗻 𝘁𝗵𝗲 𝗠𝗮𝘀𝘁𝗲𝗿𝗰𝗹𝗮𝘀𝘀 𝗯𝘆 Dr Sachin Saxena

 

•⁠ ⁠Course: Databricks Certified Machine Learning Engineer

•⁠ Start ⁠Date: July 14 (Monday)

•⁠ ⁠Time: 8:00 AM to 9:00 AM IST

 

𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝗛𝗲𝗿𝗲 𝗳𝗼𝗿 𝘁𝗵𝗲 𝗠𝗮𝘀𝘁𝗲𝗿𝗰𝗹𝗮𝘀𝘀 𝗛𝗲𝗿𝗲:

Databricks Certified Machine Learning Engineer

 

𝗝𝗼𝗶𝗻 𝘁𝗵𝗲 𝘄𝗵𝗮𝘁𝘀𝗮𝗽𝗽 𝗴𝗿𝗼𝘂𝗽 𝗵𝗲𝗿𝗲: WhatsApp Group Invite

𝐒𝐚𝐦𝐩𝐥𝐞 𝐬𝐞𝐬𝐬𝐢𝐨𝐧𝐬: Store

 

 

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